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

Project description

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

Python Artificial Intelligence Framework

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

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

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

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.

Project details


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