Metadata-Version: 1.1
Name: ffnet
Version: 0.8.3
Summary: Feed-forward neural network solution for python
Home-page: ffnet.sourceforge.net
Author: Marek Wojciechowski
Author-email: mwojc@p.lodz.pl
License: LGPL-3
Description: 
        =============================================
        ffnet: feed-forward neural network for python
        =============================================
        
        Basic usage of the package is outlined below:
        
        >>> 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>`_.
        
        Release notes
        -------------
        
        0.8.3
        +++++
        License switched to LGPL. Only minor updates in code are performed, no API changes are made. Along with this version, new graphical user interface ffnetui-0.8.2 has been released.
        
        0.8.0
        +++++
        This version supports python 3. Only minor changes in code (and no API changes) are made in comparison to previous release, all scripts should run without problems.
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 :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires: numpy
Requires: scipy
Requires: networkx
