Saravanan666/pypi-org huggingface dataset:
Package: gvision
GVISION 🚀GVISION is an end-to-end automation platform for computer vision projects, providing seamless integration from data collection to model training and deployment. Whether you're a beginner or an expert, GVISION simplifies the entire process, allowing you to focus on building and deploying powerful models.Features ✨Easy-to-Use Interface:Intuitive UI design for effortless project management and model development.No Coding Required:Build and train models without writing any code.Roboflow Integration:Easily download datasets from Roboflow for your computer vision projects.Multiple Tasks Supported:Develop models for object detection, segmentation, classification, and pose estimation.Ultralytics Model Training:Train your custom models using Ultralytics YOLOv8.Live Monitoring with TensorBoard:Monitor model training and performance in real-time using TensorFlow's TensorBoard integration.Performance Monitoring:View model performance and visualize results.Quick Deployment:Deploy trained models seamlessly for various applications.Streamlit Deployment Demo:Quickly deploy your trained models with Streamlit for interactive demos and visualization.Streamlit Deployment FeaturesDetectionSegmentationClassificationPose EstimationReal-Time(Live Predict)✅✅✅✅Click & Predict✅✅✅✅Upload Multiple Images & Predict✅✅✅✅Upload Video & Predict✅✅✅✅Getting Started 🌟Note: Before InstallationIt's recommended to create a new Python environment or Conda environment before installing GVISION. This will prevent potential conflicts with your existing dependencies and ensure a smooth installation process.InstallationYou can install GVISION using pip:pipinstallgvisionGlobal CLIRun GVISION: Launch the GVISION application directly in the Command Line Interface (CLI).gvision#UI:Import Your Data: Use the Roboflow integration to import datasets and preprocess your data.Train Your Model: Utilize Ultralytics for training your custom models with ease.Deploy Your Model: Showcase your trained models with Streamlit deployment for interactive visualization.Documentation 📚For detailed instructions on how to use GVISION, check out theDocumentation.License 📝GVISION is licensed under theMIT License.Contributing 🤝We welcome contributions from the community! If you have any feature requests, bug reports, or ideas for improvement, pleaseopen an issueor submit apull request.Upcoming Features 🚀Real-Time Inference Results:Receive more detailed information, such as model frames per second (fps), during real-time (streaming) predictions from deployment.Version 1.0 of GVISION will be the official release and will introduce exciting enhancements, including more detailed results in real-time predictions. Stay tuned for updates!Support 💌For any questions, feedback, or support requests, please contact us atgaurang.ingle@gmail.com.
Package: gviz-api
This project is a helper python library for providers who want to implement a
data source for visualizations built on theGoogle Visualization API.Documentation- See theAPI documentationfor details about how to use this library.Installation-pip install gviz_apiSamples- You can see sample code illustrating how to use the libraryhere.(Please note that the dynamic example is not a full html page example but
rather is an actual data source url that you can plug into a
google.visualization.Query.
See documentation at:http://code.google.com/apis/visualization/documentation/queries.html)LicenseCopyright (C) 2009 Google Inc.Licensed under the Apache License, Version 2.0 (the “License”);
you may not use this file except in compliance with the License.
You may obtain a copy of the License athttp://www.apache.org/licenses/LICENSE-2.0Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an “AS IS” BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
Package: gviz-data-table
Gviz Data Table is a simple Python library for converting Python data types
to the Google Visualization Data Table JSON format.https://developers.google.com/chart/interactive/docs/referenceThe Google Visualization Library itself is a Javascript library that provides
interactive charts that work in pretty much any browser. The libraries cover
most use cases including tables, as well as charts, so you can have a chart
and a table of the same data.Gviz Data Table is designed primarily for use with data sources such as
databases. Usage is supposed to be minimal: you provide a schema, that is a
list of columns, and the rows of data. A column must have a name and Python
data type. It can also have a label which will be used for display, otherwise
the name will be used.Each row is a sequence of cells. Although columns are explicit row names are
always the first cell in a row. Like columns, cells can also have labels.
Gviz Data Table will validate each cell to make sure that data conforms to
type specified in the schema and will map Python types to their JSON
equivalent but it does not coerce any data, i.e. if a column has typeintand a cell’s data is a string containing numerical characters only this will
still raise an exception.Gviz Data Table handles data conversion only. You will need to add the
necessary Javascript to an web page in order for any charts or table to be
drawn. Tables, columns and cells can all have options which are just
dictionaries. As there is no further definition of options no validation of
their items occurs. Unknown items will simply be ignored.Gviz Data Table is composed of: one container classTable; two data
classes,CellandColumnand one JSON encoder. Application code should
probably only ever need to use Table and the encoder.UsageTables can be initialised with a schema or these can be added imperatively.
Once one row has been added to a table no more columns can be added. Once all
the rows have been added. The table can be converted into JSON using the
encoder.ExampleLet’s say we have data representing the names and salaries of peopleNameSalaryJim50Bob80This could be coded in Gviz Data Table like this:fromgviz_data_tableimportTabletable=Table()table.add_column('name',str,"Name")table.add_column('salary',int,"Salary")table.append(["Jim",50])table.append(["Bob",80])This can be encoded into JSON using the encoder:fromgviz_data_tableimportencodeencode(table)It can also be directly encodedtable.encode()And also used as a static data source for asynchronous loading from Javascripttable.source()
Package: gvjinja
``gvjinja module``~~~~~~~~~~~~~~~~~~A jinja module to create Graphviz directed graphs asUML diagrams for jinja templates environments.:Copyright: 2017 by Victor Hui.:Licence: BSD, see LICENSE for more details.``dir``-------- `class` :class:`.gvjinja`- `class` :class:`.Symble`- `func` :func:`getsymbles`- `command` :func:`gvjinja.py` - :func:`usage`-------
Package: gvodolagin-reader
Real Python Feed ReaderThe Real Python Feed Reader is a basicweb feedreader that can download the latest Real Python tutorials from theReal Python feed.For more information see the tutorialHow to Publish an Open-Source Python Package to PyPIon Real Python.InstallationYou can install the Real Python Feed Reader fromPyPI:python -m pip install realpython-readerThe reader is supported on Python 3.7 and above. Older versions of Python, including Python 2.7, are supported by version 1.0.0 of the reader.How to useThe Real Python Feed Reader is a command line application, namedrealpython. To see a list of thelatest Real Python tutorials, call the program without any arguments:$ realpython
The latest tutorials from Real Python (https://realpython.com/)
 0 How to Publish an Open-Source Python Package to PyPI
 1 Python "while" Loops (Indefinite Iteration)
 2 Writing Comments in Python (Guide)
 3 Setting Up Python for Machine Learning on Windows
 4 Python Community Interview With Michael Kennedy
 5 Practical Text Classification With Python and Keras
 6 Getting Started With Testing in Python
 7 Python, Boto3, and AWS S3: Demystified
 8 Python's range() Function (Guide)
 9 Python Community Interview With Mike Grouchy
10 How to Round Numbers in Python
11 Building and Documenting Python REST APIs With Flask and Connexion – Part 2
12 Splitting, Concatenating, and Joining Strings in Python
13 Image Segmentation Using Color Spaces in OpenCV + Python
14 Python Community Interview With Mahdi Yusuf
15 Absolute vs Relative Imports in Python
16 Top 10 Must-Watch PyCon Talks
17 Logging in Python
18 The Best Python Books
19 Conditional Statements in PythonTo read one particular tutorial, call the program with the numerical ID of the tutorial as a parameter:$ realpython 0
# How to Publish an Open-Source Python Package to PyPI

Python is famous for coming with batteries included. Sophisticated
capabilities are available in the standard library. You can find modules for
working with sockets, parsing CSV, JSON, and XML files, and working with
files and file paths.

However great the packages included with Python are, there are many
fantastic projects available outside the standard library. These are most
often hosted at the Python Packaging Index (PyPI), historically known as the
Cheese Shop. At PyPI, you can find everything from Hello World to advanced
deep learning libraries.

[... The full text of the article ...]You can also call the Real Python Feed Reader in your own Python code, by importing from thereaderpackage:>>> from reader import feed
>>> feed.get_titles()
['How to Publish an Open-Source Python Package to PyPI', ...]
Package: gvol
GVolGVol is a Python library to access theGVol API.Documentation:https://gvol.readthedocs.io/en/latest/index.htmlInstallpipinstallgvolDemofromgvolimportGVolgvol_client=GVol(header='x-oracle',gvol_api_key="ENTER YOUR API KEY HERE")options_orderbook=gvol_client.options_orderbook(symbol="BTC",exchange="deribit")print(options_orderbook)
Package: gvp
gvpThis is a wrapper for the new internal api of Gymnázium na Vítězné pláni introduced around the start of 2021. It supports getting articles, contacts and more.installationpip install gvpusageIt is recommended to just import thegvpmodule directly.Everything has docstrings and is annotated, you can just look at the source code to understand it best.examplesGet a list of articles:articles=gvp.articles()print(articles)# [<Article id=3686 author='HORYNA' title='Jak na burzu učebnic'>,#  <Article id=3685 author='SUCHANKOVA' title='Mensa seminář'>,#  <Article id=3684 author='SUCHANKOVA' title='Přednášky - MUP Autumn Academy 2021'>,#  <Article id=3683 author='HORYNA' title='Výsledky testování'>,#  ...]Get a list of all teacher contactscontacts=gvp.contacts()print(contacts)# [<Contact name='Mgr. Adámková Lenka' description=None>,#  <Contact name='Mb Babiera Jose' description=None>,#  <Contact name='Mgr. Bártová Irena' description='třídní učitelka 6.B'>,#  <Contact name='Mgr. Birhanzl Ingrid' description='třídní učitelka 3.C'>,#  ...]Get a list of all static filesfiles=gvp.static_files()print(files)# [<StaticFile id=2 title='Kontakty'>,#  <StaticFile id=3 title='Ochrana osobních údajů'>,#  <StaticFile id=4 title='Učební plán'>,#  <StaticFile id=5 title='Roční plán'>,#  ...]Search for a specific article/static page/commentresults=gvp.search('Gymázium na Vítězné pláni')print(results)# [<SearchResult category='static' title='Spolek rodičů'>,#  <SearchResult category='articles' title='Fotografie a video z akademie (aktualizováno)'>,#  ...]results=gvp.search('Gymázium na Vítězné pláni',category='articles')print(results)# [<SearchResult category='articles' title='Fotografie a video z akademie (aktualizováno)'>,#  <SearchResult category='articles' title='Studentská odborná soutěž 2013/2014'>,#  ...]print(results[0].complete())# <Article id=1610 author='Petr Urbančík' title='Fotografie a video z akademie (aktualizováno)'>Get events (located on the intranet)events=gvp.events()print(events)# [<Event id=3 name='Poznávací exkurze Řecko' organizator='Reindl - Friedl'>,#  <Event id=12 name='Seznamovací kurz šestileté' organizator='Milan Kvíz'>,#  <Event id=15 name='Seznamovací kurz čtyřleté' organizator='Martin Šmíd'>,#  <Event id=17 name='Odpolední setkání na zahradě' organizator='Pavla Imramovská'>,# ...]details=events[0].details()print(details)# <EventDetails id=3 name='Poznávací exkurze Řecko' organizator='Reindl - Friedl' start_time='2021-08-31 08:00:00'>details=gvp.event(24)# <EventDetails id=24 name='SVĚTLUŠKA' organizator='Pavla Imramovská' start_time='2021-09-07 08:00:00'>
Package: gvtt
gdsfactory-vtt-public-pdk 0.0.3A publicgdsfactoryprocess design kit (PDK) for VTT's 3 um SOI platform.© VTT 2023Installation for usersUse python3.10 or python3.11, as some tools like kfactory are not available for older versions of python. We recommendVSCodeas an IDE.If you don't have python installed on your system you candownload anacondaOnce you have python installed, open Anaconda Prompt as Administrator and then install the latest gdsfactory using pip.pip install gvtt --upgradeThen you need to restart Klayout to make sure the new technology installed appears.Installation for developersFor developers you need togit clonethe GitHub repository, fork it, git add, git commit, git push and merge request your changes.git clone https://github.com/gdsfactory/vtt.git
cd vtt
pip install -e . pre-commit
pre-commit install
python install_tech.py
Package: gw2
Guild Wars 2 API client for Python.Installationpipinstallgw2It is recommended to use avirtual environment.Usageimportgw2client=gw2.Client()client.get('achievements/daily')client.get('achievements',ids=[1,2])# pass query parameters as keyword argumentsclient.auth('YOUR-API-KEY')# set api key for authenticated endpointsclient.get('account')To handle error responses:try:client.get('...')exceptgw2.HTTPErrorase:print(e.response.status_code,e.response.json())LicenseMIT
Package: gw2api
gw2api is a Python library to interface with theGuild Wars 2 API. It aims
to have an almost one-to-one mapping to the JSON API, with only some minor
differences.Usage Exampleimportgw2api.v2foritemingw2api.v2.items.get(range(30684,30705)):link=gw2api.encode_item_link(item["id"])print"%-26s%-9s%-10s%s"%(item["name"],item["rarity"],item["details"]["type"],link)gw2api is available from thePython Package Indexand is hosted onGitHub.
Package: gw2apiwrapper
gw2apiwrapper is a Python library designed to abstract away the overhead and complexity of interacting with the official Guild Wars 2 (GW2) API via Python.The library aims to make it easy to write and read Python applications and tools with only a minimal knowledge of the GW2 API itself.This is accomplished by abstracting away the standard JSON->dictionary mapping scheme that is so commonly used and replace it with an OOP-style (eg. item.name) notation.InstallationSimply install with pip/pipenv and you’re good to go:pipinstallgw2apiwrapperExamplefromgw2apiwrapperimportAccountAPI,GlobalAPI# Get an account based object. Requires API Key.personal=AccountAPI("<APIKEY>")# Get a 'Global' api object. (Non-authed)workHorse=GlobalAPI()# This is iterable, as not only does it fill the personal.bank# attribute, it also returns that information allowing it to be# used in loops..even though we don't here.personal.getBank()# Should be self documenting, but demonstrates that the previous# getBank() call actually populated that object's 'bank' attribute.bankIDs=[slot['id']forslotinpersonal.bankifslotisnotNone]# GlobalAPI's getItem can take different types, all documented.itemObjects=workHorse.getItem(bankIDs)# Get the names of all items in bank.foriteminitemObjects:print(item.name)NOTESThis project is in semi-active development. The groundwork is laid, and most of the API is accounted for. If something you need is missing and you’d like it added feel free to open an issue (or a pull request!) on GitHub.
Package: gw2apy
Guild Wars 2 API Python WrapperInstallationPre-requisites: Python >= 3.6Install thepackagefrom PyPi directly:pipinstallgw2apyQuickstartCreate a client:fromgw2apy.clientimportClientclient=Client()You can specify an API key to access authenticated endpoints, such as bank content or wallet:client=Client(api_key="YOUR_API_KEY")Create an endpoint, e.g. Items:fromgw2apy.endpointsimportItemsitems_endpoint=Items(client=client)Request data from the endpoint:# Returns the list of ids for all available items.items_ids=items_endpoint.endpoint()# Return the item associated to an id.item=items_endpoint.id(id=28445)# Return a list of item given a list of ids.items=items_endpoint.ids(ids=[28445,12452])# Return a list of all the items.all_items=items_endpoint.all()CreditsThis package is inspired from:JuxhinDB/gw2-api-interfacequeicherius/gw2api-client
Package: gw2buildutil
gw2buildutil 0.5.1Python 3 library for working withGuild Wars 2builds.http://ikn.org.uk/lib/gw2buildutilLicenseDistributed under the terms of theBSD 3-Clause license.InstallationBuild dependencies:SetuptoolsBashRunmake,make install.  The usualDESTDIR, etc. arguments tomakeare
supported.DependenciesPython 3(>= 3.7)Docutils- optional: to use
reStructuredText in thetextbodymodule
Package: gwapandas
gwapandasPython tools for GWAS summary statisticsDocumentation:https://Jianhua-Wang.github.io/gwapandasGitHub:https://github.com/Jianhua-Wang/gwapandasPyPI:https://pypi.org/project/gwapandas/Free software: MITFeaturesTODOCreditsThis package was created withCookiecutterand thewaynerv/cookiecutter-pypackageproject template.
Package: gwapi-genwch
api functionsThis api functions written by pythonConfigurationSetup asOS environment variablewithPY_prefixReplace[]with your valuePY_API_HTTP=[https|http]
PY_API_HOST=[apihost]
PY_API_PORT=[443|80]
PY_API_DATA=[/api/v1/data]
PY_API_USR=[apiuser]
PY_API_PWD=[apipwd]Setup as ./conf/system.jsonReplace[]with your value{
    "api_http": "[https|http]",
    "api_host": "[apihost]",
    "api_port": "[443|80]",
    "api_data": "[/api/v1/data]",
    "api_usr": "[apiuser]",
    "api_pwd": "[apipwd]"
}DependanciesRead morerequirements.txt
Package: gwa-spotify-api
This module provides a wrapper for the spotify web api.  Both ‘Client Credentials’ and ‘Authorization Code’ flows are supported.  To use the former check spotify_api.py.  To use the latter check out spotify_auth_api.py.  You need to create an app on the spotify developer site and set environment variables for SPOTIFY_CLIENT_ID, SPOTIFY_CLIENT_SECRET, and SPOTIFY_CALLBACK_URL.You can pip install this modulepip install gwa_spotify_api.  If you do that, you still need to set those environment variables.
Package: gwaspy
GWASpyGenome-wide association studies pypeline (GWASpy): A Python package for performing GWAS QC, PCA, haplotype phasing, and
genotype imputation.InstallationGWASpy is available throughPyPI. To install, run the command:pip3installgwaspyUsageFor usage, please visitGWASpyCopyright and LicenseGWASpy is generously distributed under theMIT License
Package: gwas-tools
gwas_toolsUtils functions to build a pipeline for scattered light noise hunting in gravitational waves detectors.DocsCode DocumentationRequirementsPython 3.7+requirements.txtOptional requirementsgwdamaDescriptionalgorithmsmain algorithms of the currently used pipelines.automationfunctions to create the main scripts to be executed on distributed computing systems.helpersfunctions to get inputs for the pipeline, and classes to build a.suband a.dagfile to submit the pipeline.htmlclass to build a html page to summarize the output of the pipeline.summary_pagesfunctions to create the summary pages of the currently used pipelines.utilsutils functions to process signals, manage output files, and plot pipeline's results.ReferencesApplication to LIGO dataApplication to Virgo dataOmega algorithmTime varying filter EMDAdaptive time series analysis
Package: gw-astrology
GW AstrologyStatement of PurposeDisclaimer: We are physicists NOT astrologers, you should not plan your life on our horoscopesThis is pop cultural scientific activity. The purpose is to alert people of gravitational waves in a fun way, by using astrology.
Subscribers will receive alerts of gravitational waves including a fact sheet of basic event info, a "GW birth chart" and horoscope.DesignGW Birth ChartSun sign: map RA/Dec to constellation and assign sun signRising: map time of coalescence to rising signMoon: map time and highest SNR detector location to moon signAstrological Weather ReportGiven GW event time, calculate the sun and moon's current sky position, maybe other things.
Generate a horoscope from this information.start with an adlib horoscope templatean array of fill-in wordsmap sun, moon, etc. current sky position to indexaquarius = index + 0pisces = index + 1etc.use those words to fill in the horoscopeInstructionsSet up SCiMMA credentials by following instructions here:https://computing.docs.ligo.org/igwn-alert/client/guide.html#managing-credentials-and-topicsIn your run dir domake envthensource env.shAfter you have been added to thelvk-usersgroup and created a credential, download the csv file and in your run dir do:hop auth add <csv file>Run the listener:python3 igwn-alert-listener
Package: gwaves
gwavesA python lib for works with gravitational waves datainstalling:pip3installgwaves-Uimportingimportgwavesasgwgeting the all data:gw_data=gw.Gwaves_Data()gw_data.data_gwresult:(base)Unnamed:0NameVersionRelease...PastroFinalMass(M☉)DateLink00GW200322_091133v1GWTC-3-confident...0.0775720.0853.053+38-262020-03-22T09:12:10.300https://www.gw-openscience.org/eventapi/html/G...11GW200316_215756v1GWTC-3-confident...0.99≥0.9920.220.2+7.4-1.92020-03-16T21:58:33.100https://www.gw-openscience.org/eventapi/html/G...22GW200311_115853v1GWTC-3-confident...0.99≥0.9959.059.0+4.8-3.92020-03-11T11:59:30.300https://www.gw-openscience.org/eventapi/html/G...33GW200308_173609v1GWTC-3-confident...0.85660.8647.447.4+11.1-7.72020-03-08T17:36:46.700https://www.gw-openscience.org/eventapi/html/G...44GW200306_093714v1GWTC-3-confident...0.240040.2441.741.7+12.3-6.92020-03-06T09:37:51.100https://www.gw-openscience.org/eventapi/html/G...
.............................8888GW170608v3GWTC-1-confident...1.01.0017.817.8+3.4-0.72017-06-08T02:01:53.500https://www.gw-openscience.org/eventapi/html/G...8989GW170104v2GWTC-1-confident...1.01.0048.948.9+5.1-4.02017-01-04T10:12:35.600https://www.gw-openscience.org/eventapi/html/G...9090GW151226v2GWTC-1-confident...1.01.0020.520.5+6.4-1.52015-12-26T03:39:29.600https://www.gw-openscience.org/eventapi/html/G...9191GW151012v3GWTC-1-confident...1.01.0035.635.6+10.8-3.82015-10-12T09:55:19.400https://www.gw-openscience.org/eventapi/html/G...9292GW150914v3GWTC-1-confident...1.01.0063.163.1+3.4-3.02015-09-14T09:51:21.400https://www.gw-openscience.org/eventapi/html/G...[93rowsx19columns]getting the last gravitational wave detected:last_gw_name=gw_data.data_gw['Name'][0]last_gw=gw_data.get_gwave(last_gw_name)last_gwresult:{'strain':array([-1.20377769e-18,-1.23316083e-18,-1.19155622e-18,...,-7.84331557e-19,-7.46261544e-19,-7.87365720e-19]),'freq':16000,'name':'GW200322_091133','date':'2020-03-22T09:12:10.300','size':4030830,'detector':'L1'}plotting:importmatplotlib.pyplotaspltplt.style.use('seaborn')strain=last_gw['strain']ax,fig=plt.subplots(figsize=(20,12))plt.title(last_gw_name)plt.plot(strain)result:plotting the more detector's from same signal:the detector's used in the data:gw_data.detectorsresut:['L1','H1','V1']getting the strain'sstrain_L1=strainstrain_H1=gw_data.get_gwave(last_gw_name,detector='H1')['strain']strain_V1=gw_data.get_gwave(last_gw_name,detector='V1')['strain']plotting:ax,fig=plt.subplots(figsize=(32,14))t=np.linspace(0,32,len(strain_L1))plt.plot(t,strain_L1,label='L1',c='blue')plt.plot(t,strain_V1,label='V1',c='green')plt.plot(t,strain_H1,label='H1',c='red')plt.legend()result:plotting the psd (Power Signal Density):ax,fig=plt.subplots(figsize=(32,14))gw_data.plot_psd_from_gwname(last_gw_name,detector="L1")gw_data.plot_psd_from_gwname(last_gw_name,detector="V1")gw_data.plot_psd_from_gwname(last_gw_name,detector="H1")result: