.. 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
