Metadata-Version: 2.1
Name: time-robust-forest
Version: 0.1.0
Summary: Explores time information to train a robust random forest
Home-page: https://github.com/lgmoneda/time-robust-forest
License: BSD-3
Author: lgmoneda
Author-email: lgmoneda@gmail.com
Requires-Python: >=3.7,<4.0
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: Other/Proprietary License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Dist: importlib_metadata (>=1.6.0,<2.0.0); python_version < "3.8"
Requires-Dist: rich (>=9.8.2,<10.0.0)
Requires-Dist: typer[all] (>=0.3.2,<0.4.0)
Project-URL: Repository, https://github.com/lgmoneda/time-robust-forest
Description-Content-Type: text/markdown

# time-robust-forest

<div align="center">

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</div>

A Proof of concept model that explores timestamp information to train a random forest with better Out of Distribution generalization power.

## Installation

```bash
pip install -U time-robust-forest
```

## License

[![License](https://img.shields.io/github/license/lgmoneda/time-robust-forest)](https://github.com/lgmoneda/time-robust-forest/blob/main/LICENSE)

This project is licensed under the terms of the `BSD-3` license. See [LICENSE](https://github.com/lgmoneda/time-robust-forest/blob/main/LICENSE) for more details.

## 📃 Citation

```
@misc{time-robust-forest,
  author = {Moneda, Luis},
  title = {Time Robust Forest model},
  year = {2021},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/lgmoneda/time-robust-forest}}
}
```

