semvec/pypi-packages huggingface dataset:
model-driven-inference-its 1.0.3
Interrupted time series wrapper code based on prophet and Poisson regression
Requires Python: >=3.9
Keywords: Interrupted Time Series,Time Series,Policy Makers

# ITS-analysis-for-model-driven-inference

Repository with the interrupted time series code based on prophet and Poisson regression.

This OSS project is aimed to provide codebase that allows a user to use two different Interrupted Time Series models sequentially. The codebase provides a generic source code that allows model driven inference for any generic model.

This projects allows a user to use their data in a specified format to perform interrupted time series, get summaries of their data via plots & metrics.

## User Guide

[Demo notebook](https://github.com/IBM/ITS-analysis-for-model-driven-inference/blob/main/demos/wrapper_ITS.ipynb)

## Documentation Website

[Full Documentation](https://ibm.github.io/ITS-analysis-for-model-driven-inference/index.html)
[Code Documentation](https://its-analysis-for-model-driven-inference.readthedocs.io/en/latest/index.html)
anchorer 0.4.0
Avoid breakages that would occur from updating symlinks to running virtualenvs
Requires Python: >3.3
Keywords: virtualenv,virtualenvwrapper,symlink,resolve,deployment

# Anchorer
Plugin for [`virtualenvwrapper`](https://pypi.org/project/virtualenvwrapper/) that extends `mkvirtualenv` behaviour to
add code that is loaded by the python interpreter for every run. The loaded code resolves symlinks in discovered
site-package directories, allowing symlinks to virtualenvs to be updated while scripts/services are running.

## Example problem anchorer solves
```shell
# assuming you have the virtualenvwrapper python package installed, and have sourced virtualenvwrapper.sh
mkvirtualenv env-v1
mkvirtualenv env-v2

# create a pseudo-virtualenv which is a symlink to a particular version
ln -s "$WORKON_HOME/env-v1" "$WORKON_HOME/active-env"

# now use the linked environment to start something in env-v1
workon active-env

# start some imaginary python service which may import modules a long time after starting
python -m my_long_runner &

# update the active symlink, switching what version
ln -sT "$WORKON_HOME/env-v2" "$WORKON_HOME/active-env"

# imagine at this point that my_long_runner tries to import a module, it will be using un-resolved paths which will mean
# the modules will be loaded from an environment that is not the one it started in
```

## Architecture
 1. `virtualenvwrapper.anchorer.fix.main()` resolves paths that are used at runtime
    * current working directory
    * paths used for determining where packages are found
 2. `virtualenvwrapper` runs `virtualenvwrapper.anchorer.plugin.pre_mkvirtualenv(...)` during calls to `mkvirtualenv` to
    modify the virtualenv's site-packages directory:
    1. `__anchorer.py` is added, it is a copy of the fix module
    2. `__anchorer.pth` is added, it simply imports `__anchorer` which causes the main method to run. See
    [site docs](https://docs.python.org/3/library/site.html) for more information on the mechanism
tubeConverter 0.0.1
Package based on pytube to download videos, audios, playlists of videos and playlists of audios as well
Keywords: Python,Videos,Music,Playlist music,Playlist videos,OOP,YouTube,Converter


# Description:

The package is an idea of a decent project I realized based on pytube Package and tkinter and the object-oriented programming, and which was about downloading music, videos, playlists of music and playlists of videos .

I used pytube to code this project and provide a module which can help anyone just by one line of code download whatever he wants from Youtube.
I coded this using a different approach, and I hope that you find it inspiring as I found it.

## Features:

* Download videos from with the maximum resolution up to 720p directly by just providing the link , and the path of your choice for saving the video.
* Download audios directly by just providing the link , and the path of your choice for saving the audio.
* Download Playlists of audios or videos by providing the link of **link of the whole playlist** and also the path of your desire.