/pyneural

A simple, lightweight, neural network library for python.

Primary LanguagePythonOtherNOASSERTION

PyNeural - A simple feed-forward, artificial neural network library for python

Copyright (C) 2008 Justin Riley (justin.t.riley@gmail.com)

This library is free software; you can redistribute it and/or modify it under the terms of the 
GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 
of the License, or (at your option) any later version. This library is distributed in the hope that 
it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or 
FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.  You 
should have received a copy of the GNU Lesser General Public License along with this library; if not, 
write to the Free Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA

Currently supports the probablistic random weight change (prwc) and simulated annealing training algorithms for feed forward neural networks.

INSTALLATION:

python setup.py install

After installing, run the main.py test to train a simple three layer neural network on the XOR problem.