ailib 0.2.dev1

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

Copyright (c) 2014,2015,2016,2017 Jeremie DECOCK (http://www.jdhp.org)

• Web site: http://www.ailib.io

• Online documentation: http://ailib.readthedocs.org

• Source code: https://github.com/jeremiedecock/ailib

• Issue tracker: https://github.com/jeremiedecock/ailib/issues

• ailib on PyPI: https://pypi.python.org/pypi/ailib

Description

This 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).

Note:

This project is still in beta stage, so the API is not finalized yet.

Dependencies

• Python >= 3.0

• Numpy

• Matplotlib

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

Windows

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

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.