Metadata-Version: 1.1
Name: mlbox
Version: 0.8.4
Summary: A powerful Automated Machine Learning python library.
Home-page: https://github.com/AxeldeRomblay/mlbox
Author: Axel ARONIO DE ROMBLAY
Author-email: axelderomblay@gmail.com
License: BSD-3
Description: .. 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
        
Keywords: mlbox auto-ml stacking pipeline optimisation
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: License :: OSI Approved :: BSD License
Classifier: Natural Language :: English
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
