semvec/pypi-packages huggingface dataset:
detectearthquakeindonesia 0.1.1
This package will scrape from [BMKG](https://www.bmkg.go.id/) to get latest earthquake happened in Indonesia
Requires Python: >=3.8

# latest Indonesia Earthquake
This package will get the latest earthquake info from BMKG | Meteorological, Climatological, and Geophysical Agency.
## HOW IT WORK?
This package will scrape from [BMKG](https://www.bmkg.go.id/) to get latest earthquake happened in Indonesia.

this package will use BeautifulSoup4 and Requests, which output a JSON file, which is ready to use for web and mobile applications.
forest-fire-clustering 0.0.25
Clustering method based on Forest Fire Dynamics
Requires Python: >=3.6

# forest-fire-clustering


Clustering Method Inspired by Forest Fire Dynamics

## Description

Forest Fire Clustering is an efficient and interpretable clustering method for discovering and validating cell types in single-cell sequencing analysis. Different than the existing methods, our clustering algorithm makes minimal prior assumptions about the data and provides point-wise posterior probabilities for internal validation. Additionally, it computes point-wise label entropies that can highlight novel transition cell types de novo along developmental pseudo-time manifolds. Lastly, our inductive algorithm is able to make robust inferences in an online-learning context.

![Algorithm Overview](figures/figure1.png)

## Getting Started

### Dependencies

* python >= 3.6
    * numpy
    * scipy
    * scikit-learn
    * numba


### Installing 

Estimated time: 2 mins

```
pip install forest-fire-clustering
```

### Executing program

"X" is a [sample x feature] matrix

To generate clustering:

```
from forest_fire_clustering.forest_fire_clustering import FFC
cluster_obj = FFC()
cluster_obj.preprocess(X)
cluster_obj.fit(fire_temp=100)
cluster_obj.cluster_labels
```

To validate the results:

```
cluster_obj.validate()
cluster_obj.entropy()
cluster_obj.pval()

cluster_obj.entropy_list # list of entropies of the data point
cluster_obj.pval_list # list of posterior significance values

```


## Authors

Zhanlin Chen, Jeremy Goldwasser, Philip Tuckman, Jing Zhang, Mark Gerstein
youtube-scraping-api 1.1.4
A scraper for everything on YouTube
Requires Python: >=3.8

# YouTube-Scraping-API
An easy-to-use YouTube API, without any kind of quota, and download any videos on youtube as much as you like. <br />
I'm still working on it, so stay tuned for more updates to come.


## Documentation
https://ytsa.thecodeblog.net


## Versions

### 0.0.1 (deleted)
- Not an official release (careless bug found)

### 0.0.2
- Freshly uploaded this package to PyPi

### 0.0.3/0.0.4/0.0.5
- Updated README.md

### 0.1.0
- Video caption feature added

### 0.1.1
- Updated README.md

### 0.1.2
- minor bug fixed on video download

### 1.0.0
- Major code refactoring
- Channel feature completed
- Query suggestions feature added
- Docstring for every methods and classes added
- Documentation added

### 1.1.0
- Major bug fixed
- Feature to scrape search query suggestions added

### 1.1.1
- Version log updated

### 1.1.2
- Minor bug fixed
- User can now parse raw metadata from channel object

### 1.1.3
- Minor bug fixed
- Proxies added

### 1.1.4
- `get_all_filters` function added
Simplify-downloading-files-TG 0.0.1
Simplify downloading files from Telegram for PyTelegramBotAPI
Requires Python: >=3.6

# Simplify Downloading Files From Telegram For PyTelegramBotAPI

This is my first package. I hope - not last!

You can use this package for downloading files from Telegram.

### Install

You can pip for it

pip install Simplify_downloading_files_TG

### How to use?

This package has 2 procedure(getphoto and getdocument).

#### GETPHOTO(token, bot, message, filename, *dir)

This procedure request 4 required parameters and 1 not required.

##### Token is token for your telegram bot

##### Bot is your class instance from telebot module

##### Message is message with photo

##### Filename is filename from saving photo

##### And *dir is if you need to save in another directory

#### and GETDOCUMENT(token, bot, message, filename, *dir) has same parameters