Metadata-Version: 2.1
Name: ffnet
Version: 0.8.6
Summary: Feed-forward neural network solution for python
Home-page: http://ffnet.sourceforge.net
Author: Marek Wojciechowski
Author-email: mwojc@p.lodz.pl
License: LGPL-3
Keywords: neural networks
Platform: Posix
Platform: Windows
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: End Users/Desktop
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Fortran
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires: numpy
Requires: scipy
Requires: networkx
License-File: LICENSE.txt
Requires-Dist: numpy
Requires-Dist: meson
Requires-Dist: meson-python


=============================================
ffnet: feed-forward neural network for python
=============================================

Basic usage of the package:

>>> from ffnet import ffnet, mlgraph, savenet, loadnet, exportnet
>>> conec = mlgraph( (2,2,1) )
>>> net = ffnet(conec)
>>> input = [ [0.,0.], [0.,1.], [1.,0.], [1.,1.] ]
>>> target  = [ [1.], [0.], [0.], [1.] ]
>>> net.train_tnc(input, target, maxfun = 1000)
>>> net.test(input, target, iprint = 2)
>>> savenet(net, "xor.net")
>>> exportnet(net, "xor.f")
>>> net = loadnet("xor.net")
>>> answer = net( [ 0., 0. ] )
>>> partial_derivatives = net.derivative( [ 0., 0. ] )

For instalation instructions and documentation go to `http://ffnet.sourceforge.net <http://ffnet.sourceforge.net>`_.
