Metadata-Version: 2.1
Name: gdemandfcast
Version: 0.6.57
Summary: Generic Python Package for Time Series Forecasting.
Home-page: https://github.com/altcp/gdemandfcast
License: GNU GPL v3.0
Keywords: Time Series,Deep Learning,Machine Learning
Author: altcp
Author-email: colab.tcp@gmail.com
Requires-Python: >=3.8,<3.11
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)
Classifier: License :: Other/Proprietary License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Dist: ESRNN (>=0.1.3,<0.2.0)
Requires-Dist: keras-tuner (>=1.0.3,<2.0.0)
Requires-Dist: matplotlib (>=3.4.2,<4.0.0)
Requires-Dist: numpy (==1.19.5)
Requires-Dist: openpyxl (>=3.0.7,<4.0.0)
Requires-Dist: pandas (>=1.3.1,<2.0.0)
Requires-Dist: pmdarima (>=1.8.2,<2.0.0)
Requires-Dist: scikit-learn (>=0.24.2,<0.25.0)
Requires-Dist: seaborn (>=0.11.2,<0.12.0)
Requires-Dist: tensorflow (==2.5.1)
Requires-Dist: tensorflow-probability (>=0.13.0,<0.14.0)
Requires-Dist: xgboost (>=1.4.2,<2.0.0)
Project-URL: Repository, https://github.com/altcp/gdemandfcast
Description-Content-Type: text/markdown

# gdemandfcast

<div align="right">

[![Build status](https://github.com/altcp/gdemandfcast/workflows/build/badge.svg?branch=master&event=push)](https://github.com/altcp/gdemandfcast/actions?query=workflow%3Abuild)
[![Dependencies Status](https://img.shields.io/badge/dependencies-up%20to%20date-brightgreen.svg)](https://github.com/altcp/gdemandfcast/pulls?utf8=%E2%9C%93&q=is%3Apr%20author%3Aapp%2Fdependabot)
[![pypi](https://img.shields.io/pypi/v/gdemandfcast.svg)](https://pypi.python.org/pypi/gdemandfcast)

</div>

Generic Python Package for Time Series Forecasting that seeks to include the latest over time and making it easy to use. &nbsp;
Thus, including what is current and stable for non-profit or social use.
<p>&nbsp;</p>

## Usage

See -> ./tests/test_example/test_hello.py
<p>&nbsp;</p>


## Features 

<div align="right">

[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) 
[![Pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://github.com/altcp/gdemandfcast/blob/master/.pre-commit-config.yaml)

</div>

* Distribution Aware Auto Differentiation applied on Gradient Descent.
* Single and Multi Step Time Series (Stats, ML, DL)
* Preprocessing of Time Lags.
* Preprocessing of Walk Forward Validation.
<p>&nbsp;</p>



## Why

* https://www.clinfo.eu/mean-median/
* https://www.health.harvard.edu/blog/the-11-most-expensive-medications-201202094228
<p>&nbsp;</p>



## Releases

<div align="right">

[![Semantic Versions](https://img.shields.io/badge/%20%20%F0%9F%93%A6%F0%9F%9A%80-semantic--versions-e10079.svg)](https://github.com/altcp/gdemandfcast/releases)

</div>

You can see the list of available releases on the [GitHub Releases](https://github.com/altcp/gdemandfcast/releases) page. &nbsp;
We use [`Release Drafter`](https://github.com/marketplace/actions/release-drafter). As pull requests are merged, a draft release is kept up-to-date listing the changes.
<p>&nbsp;</p>



## License

<div align="right">

[![License](https://img.shields.io/github/license/altcp/gdemandfcast)](https://github.com/altcp/gdemandfcast/blob/master/LICENSE)

</div>

This project is licensed under the terms of the `GNU GPL v3.0` license.
<p>&nbsp;</p>



## 📃 Citation
<p>&nbsp;</p>

```bibtex
@misc{gdemandfcst,
  author = {altcp},
  title = {Generic Python Package for Time Series Forecasting},
  year = {2021},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {https://github.com/altcp/gdemandfcast}
}
```
<p>&nbsp;</p>



## Credits 
<div align="right">

[![🚀 Your next Python package needs a bleeding-edge project structure.](https://img.shields.io/badge/python--package--template-%F0%9F%9A%80-brightgreen)](https://github.com/TezRomacH/python-package-template)

</div>

This project was generated with [`python-package-template`](https://github.com/TezRomacH/python-package-template)

