http://sites.google.com/site/eetorres/fltk_en
// ANNA (Artificial Neural Network Architecture)
// This is a Back propagation artificial neural network which I wrote
// to fit the Fast Light Tool Kit (FLTK) library - www.fltk.org
//
// Copyright 2006 by Edmanuel Torres A. (eetorres@gmail.com)
//
// This library is free software; you can redistribute it and/or
// modify it under the terms of the GNU Library General Public
// License as published by the Free Software Foundation; either
// version 2 of the License, or (at your option) any later version
// or much better FLTK license, which allow you static linking.
//
// 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
// Library General Public License for more details.
//
// You should have received a copy of the GNU Library 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.
//
// Sent me suggestion, modification or bugs. Don't hesitate to contact
// me for any question, I will be very grateful with your feedbacks.
// Get the latest version at http://eetorres.googlepages.com/fltk_en
//
#include <anna/anna_bpn_net.h>
TMatrix<real> data2;
int main(void) {
//
unsigned int NUM_OUTPUTS=1;//, NUM_INPUTS=2;
unsigned int NUM_LAYERS=3, NUM_NODES1=4, NUM_NODES2=7, NUM_NODES3=5;
//
anna_bpn_net *anna = new anna_bpn_net();
anna->read_data_file((char*)"nor.txt");
data2 = anna->get_data();
cout<<data2;
anna->set_output(NUM_OUTPUTS);
anna->set_input((unsigned int)anna->get_cols()-(unsigned int)NUM_OUTPUTS);
//
anna->set_layers(NUM_LAYERS);
anna->create();
//
anna->set_neurons_in_layer(0,NUM_NODES1);
anna->set_neurons_in_layer(1,NUM_NODES2);
anna->set_neurons_in_layer(2,NUM_NODES3);
//
anna->select_training_algorithm(true);
//
anna->initialize();
//
anna->set_mu(0.1);
anna->set_alpha(0.2);
// print anna
//cout<<*anna;
// training nested loop
for(unsigned int epoch=0; epoch<10; epoch++){
anna->training();
}
// evalue anna and print the output
data2=anna->evalue();
cout<<data2;
// print anna
//cout<<*anna;
return 0;
}