a set of C++ library classes
for neural networks development



Applications for classification problems.

o nn
Application for training and testing Multi Layer Perceptrons (MLP) and single layer perceptrons.
o nn_cv
Application for training and testing MLP using cross validation techniques
o pnd
Application for training and testing Parallel Non linear Dichotomizers (PND) ensembles.
o pnd_cv
Application for training and testing PND ensembles using cross validation techniques
o dodata
Application for the automatic generation of synthetic data sets
o dofold
Application for the automatic construction of multiple folds of data.
o convert_data_format
Application for changing the format of the data
o subsample
Application for resampling data
o subsampleLightData
Application to generate data randomly drawn from a data set in SVM-light format.
o bagsvm
Application for training and testing a bagged ensemble of SVMs
A set of command-line applications with parameters for traininig and testing neural networks and learning machines for classification problems.

Alphabetic index Hierarchy of classes


Last Updated February 2001
For comments and suggestions mail to Giorgio Valentini