A set of open source frameworks for Artificial Intelligence (mostly machine learning and optimization).
Project description
Copyright (c) 2014,2015,2016,2017 Jeremie DECOCK (http://www.jdhp.org)
Online documentation: http://pyai.readthedocs.org
Source code: https://github.com/jeremiedecock/pyai
Issue tracker: https://github.com/jeremiedecock/pyai/issues
pyai on PyPI: https://pypi.python.org/pypi/jdhp-pyai
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 PyAI with these commands (in a terminal):
pip install --pre jdhp-pyai pip install --upgrade jdhp-pyai pip uninstall jdhp-pyai
Or, if you have downloaded the PyAI source code:
python3 setup.py install
Windows
You can install, upgrade, uninstall PyAI with these commands (in a command prompt):
py -m pip install --pre jdhp-pyai py -m pip install --upgrade jdhp-pyai py -m pip uninstall jdhp-pyai
Or, if you have downloaded the PyAI source code:
py setup.py install
MacOSX
You can install, upgrade, uninstall PyAI with these commands (in a terminal):
pip install --pre jdhp-pyai pip install --upgrade jdhp-pyai pip uninstall jdhp-pyai
Or, if you have downloaded the PyAI source code:
python3 setup.py install
Documentation
Online documentation: http://pyai.readthedocs.org
API documentation: http://pyai.readthedocs.org/en/latest/api.html
Example usage
TODO
Bug reports
To search for bugs or report them, please use the PyAI Bug Tracker at:
License
This project is provided under the terms and conditions of the MIT License.
Project details
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