ailib 0.3.dev1
A set of open source frameworks for Artificial Intelligence (mostly machine learning and optimization).
Keywords: artificial intelligence ai machine learning optimization

.. image:: https://travis-ci.org/jeremiedecock/ailib.svg?branch=master
    :target: https://travis-ci.org/jeremiedecock/ailib

========================================
Python Artificial Intelligence Framework
========================================

Copyright (c) 2014-2019 Jeremie DECOCK (http://www.jdhp.org)

* Web site: http://www.ailib.io
* Online documentation: http://www.ailib.io/docs/
* Examples: http://www.ailib.io/docs/gallery/
* Notebooks: https://github.com/jeremiedecock/ailib-notebooks
* Source code: https://github.com/jeremiedecock/ailib
* Issue tracker: https://github.com/jeremiedecock/ailib/issues
* AILib on PyPI: https://pypi.org/project/ailib/
* AILib on Anaconda Cloud: https://anaconda.org/jdhp/ailib

Description
===========

AILib is a set of open source frameworks for Artificial Intelligence
(mostly machine learning and optimization).

This contains (among others):

-  a blackbox non linear noisy optimization framework;
-  a machine learning framework;
-  a multistage optimization and Markov Decision Process framework
   (Markov Decision Processes).

.. warning::

    This project is in beta stage.


Dependencies
============

-  Python >= 3.0
-  Numpy
-  Matplotlib

.. _install:

Installation
============

Gnu/Linux
---------

You can install, upgrade, uninstall AILib with these commands (in a
terminal)::

    pip install --pre ailib
    pip install --upgrade ailib
    pip uninstall ailib

Or, if you have downloaded the AILib source code::

    python3 setup.py install

.. There's also a package for Debian/Ubuntu::
.. 
..     sudo apt-get install ailib

Windows
-------

.. Note:
.. 
..     The following installation procedure has been tested to work with Python
..     3.4 under Windows 7.
..     It should also work with recent Windows systems.

You can install, upgrade, uninstall AILib with these commands (in a
`command prompt`_)::

    py -m pip install --pre ailib
    py -m pip install --upgrade ailib
    py -m pip uninstall ailib

Or, if you have downloaded the AILib source code::

    py setup.py install

MacOSX
-------

.. Note:
.. 
..     The following installation procedure has been tested to work with Python
..     3.5 under MacOSX 10.9 (*Mavericks*).
..     It should also work with recent MacOSX systems.

You can install, upgrade, uninstall AILib with these commands (in a
terminal)::

    pip install --pre ailib
    pip install --upgrade ailib
    pip uninstall ailib

Or, if you have downloaded the AILib source code::

    python3 setup.py install


Documentation
=============

* Online documentation: http://ailib.readthedocs.org
* API documentation: http://ailib.readthedocs.org/en/latest/api.html


Example usage
=============

TODO


Bug reports
===========

To search for bugs or report them, please use the AILib Bug Tracker at:

    https://github.com/jeremiedecock/ailib/issues


License
=======

This project is provided under the terms and conditions of the `MIT License`_.


.. _MIT License: http://opensource.org/licenses/MIT
.. _command prompt: https://en.wikipedia.org/wiki/Cmd.exe
.. _Python Artificial Intelligence Framework: http://www.jdhp.org/projects_en.html#ailib