Metadata-Version: 2.1
Name: mamut
Version: 0.1.0
Summary: Machine Automated Modelling and Utility Toolkit
License: MIT
Author: Igor Kolodziej
Author-email: igor.kolodziej@proton.me
Requires-Python: >=3.12,<4.0
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Requires-Dist: Jinja2 (>=3.0.2,<4.0.0)
Requires-Dist: imbalanced-learn (>=0.13.0,<0.14.0)
Requires-Dist: llvmlite (>=0.43.0,<0.44.0)
Requires-Dist: matplotlib (>=3.10.0,<4.0.0)
Requires-Dist: numba (==0.60.0)
Requires-Dist: numpy (>=2.0.0,<3.0.0)
Requires-Dist: optuna (>=4.1.0,<5.0.0)
Requires-Dist: pandas (>=2.2.3,<3.0.0)
Requires-Dist: psutil (>=6.1.1,<7.0.0)
Requires-Dist: scikit-learn (==1.5.2)
Requires-Dist: seaborn (>=0.13.2,<0.14.0)
Requires-Dist: shap (>=0.46.0,<0.47.0)
Requires-Dist: xgboost (==2.1.3)
Description-Content-Type: text/markdown

<div align="center">
<img src="docs/source/_static/logo.webp" alt="MAMUT Logo" width="200"/>

# Machine Automated Modelling and Utility Toolkit
</div>

[![Documentation Status](https://readthedocs.org/projects/mamut/badge/?version=latest)](https://mamut.readthedocs.io/en/latest/?badge=latest)
[![Test Pipeline](https://github.com/przybytniowskaj/AutoML2/actions/workflows/tests.yml/badge.svg)](https://github.com/przybytniowskaj/AutoML2/actions/workflows/tests.yml)
[![Pre-commit Pipeline](https://github.com/przybytniowskaj/AutoML2/actions/workflows/pre-commit.yaml/badge.svg)](https://github.com/przybytniowskaj/AutoML2/actions/workflows/pre-commit.yaml)
![License](https://img.shields.io/github/license/przybytniowskaj/AutoML2)

### User guide and documentation
For detailed instructions and resources, please visit [User Guide and Documentation](https://mamut.readthedocs.io/en/latest/).

### Quick start development
```sh
poetry install
poetry run pre-commit install
poetry run pytest
```

