.. image:: docs/logos/logo.png

|Documentation Status| |PyPI version| |Build Status| |GitHub Issues| |codecov| |License| |Downloads| |Python Versions|

MLBox is a powerful Automated Machine Learning python library. It provides the following features:

• Fast reading and distributed data preprocessing/cleaning/formatting
• Highly robust feature selection and leak detection
• Accurate hyper-parameter optimization in high-dimensional space
• State-of-the art predictive models for classification and regression (Deep Learning, Stacking, LightGBM,...)
• Prediction with models interpretation

For more details, please refer to the official documentation <https://mlbox.readthedocs.io/en/latest/>__

How to Contribute

MLBox has been developed and used by many active community members. Your help is very valuable to make it better for everyone.

• Check out call for contributions <https://github.com/AxeldeRomblay/MLBox/labels/call-for-contributions>__ to see what can be improved, or open an issue if you want something.
• Contribute to the tests <https://github.com/AxeldeRomblay/MLBox/tree/master/tests>__ to make it more reliable.
• Contribute to the documents <https://github.com/AxeldeRomblay/MLBox/tree/master/docs>__ to make it clearer for everyone.
• Contribute to the examples <https://github.com/AxeldeRomblay/MLBox/tree/master/examples>__ to share your experience with other users.
• Open issue <https://github.com/AxeldeRomblay/MLBox/issues>__ if you met problems during development.

For more details, please refer to CONTRIBUTING <https://github.com/AxeldeRomblay/MLBox/blob/master/docs/contributing.rst>__.

.. |Documentation Status| image:: https://readthedocs.org/projects/mlbox/badge/?version=latest :target: https://mlbox.readthedocs.io/en/latest/ .. |PyPI version| image:: https://badge.fury.io/py/mlbox.svg :target: https://pypi.python.org/pypi/mlbox .. |Build Status| image:: https://travis-ci.org/AxeldeRomblay/MLBox.svg?branch=master :target: https://travis-ci.org/AxeldeRomblay/MLBox .. |GitHub Issues| image:: https://img.shields.io/github/issues/AxeldeRomblay/MLBox.svg :target: https://github.com/AxeldeRomblay/MLBox/issues .. |codecov| image:: https://codecov.io/gh/AxeldeRomblay/MLBox/branch/master/graph/badge.svg :target: https://codecov.io/gh/AxeldeRomblay/MLBox .. |License| image:: https://img.shields.io/badge/License-BSD%203--Clause-blue.svg :target: https://github.com/AxeldeRomblay/MLBox/blob/master/LICENSE .. |Downloads| image:: https://pepy.tech/badge/mlbox :target: https://pepy.tech/project/mlbox .. |Python Versions| image:: https://img.shields.io/pypi/pyversions/mlbox.svg :target: https://pypi.org/project/mlbox