/*
* Copyright (C) 2013 Vinu K.N
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*/
package org.domainmath.gui.packages.nnet;
import java.io.File;
import org.domainmath.gui.MainFrame;
public class TrainNetDialog extends javax.swing.JDialog {
private final String net;
/**
* Creates new form SimulateNetDialog
*/
public TrainNetDialog(java.awt.Frame parent, boolean modal,String net) {
super(parent, modal);
initComponents();
this.net=net;
}
/**
* This method is called from within the constructor to initialize the form.
* WARNING: Do NOT modify this code. The content of this method is always
* regenerated by the Form Editor.
*/
@SuppressWarnings("unchecked")
// <editor-fold defaultstate="collapsed" desc="Generated Code">//GEN-BEGIN:initComponents
private void initComponents() {
jLabel1 = new javax.swing.JLabel();
jTextField1 = new javax.swing.JTextField();
cancelButton = new javax.swing.JButton();
OkButton = new javax.swing.JButton();
helpButton = new javax.swing.JButton();
jLabel2 = new javax.swing.JLabel();
jTextField2 = new javax.swing.JTextField();
jLabel3 = new javax.swing.JLabel();
jTextField3 = new javax.swing.JTextField();
setDefaultCloseOperation(javax.swing.WindowConstants.DISPOSE_ON_CLOSE);
setTitle("Train Network");
setResizable(false);
jLabel1.setText("Input:");
jTextField1.setToolTipText("<html><b>mInputN</b>: normalized input matrix</html>\n");
cancelButton.setText("Cancel");
cancelButton.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
cancelButtonActionPerformed(evt);
}
});
OkButton.setText("OK");
OkButton.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
OkButtonActionPerformed(evt);
}
});
helpButton.setIcon(new javax.swing.ImageIcon(getClass().getResource("/org/domainmath/gui/icons/help-browser.png"))); // NOI18N
helpButton.setToolTipText("<html><div class=\"defun\">\n<div class=\"defun\">\n<p class=\"functionfile\"> Function File: <b>[</b><var>net</var>]<var>\n= train </var>(<var>MLPnet,mInputN,mOutput,[],[],VV</var>)<var><a\n name=\"index-g_t_005b-1\"></a></var><br>\n</p>\n<blockquote>\n <p>A neural feed-forward network will be trained with <code>train</code>\n </p>\n <pre class=\"example\"> [net,tr,out,E] = train(MLPnet,mInputN,mOutput,[],[],VV);<br></pre>\n <p class=\"noindent\"> </p>\n <pre class=\"example\"> left side arguments:<br> <span\n style=\"font-weight: bold;\">net</span>: the trained network of the net structure <code>MLPnet</code>\n </pre>\n <p class=\"noindent\"> </p>\n <pre class=\"example\"> right side arguments:<br> <span\n style=\"font-weight: bold;\">MLPnet</span> : the untrained network, created with <code>newff</code><br> <span\n style=\"font-weight: bold;\">mInputN</span>: normalized input matrix<br> <span\n style=\"font-weight: bold;\">mOutput</span>: output matrix (normalized or not)<br> <span\n style=\"font-weight: bold;\">[]</span> : unused parameter<br> <span\n style=\"font-weight: bold;\">[]</span> : unused parameter<br> <span\n style=\"font-weight: bold;\">VV</span> : validize structure<br></pre>\n</blockquote>\n</div>\n</div></html>\n");
helpButton.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
helpButtonActionPerformed(evt);
}
});
jLabel2.setText("Output:");
jTextField2.setToolTipText("<html><b>mOutput</b>: output matrix (normalized or not)</html>");
jLabel3.setText("Validize Structure:");
jTextField3.setToolTipText("<html><b>VV</b> : validize structure</html>");
javax.swing.GroupLayout layout = new javax.swing.GroupLayout(getContentPane());
getContentPane().setLayout(layout);
layout.setHorizontalGroup(
layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addContainerGap()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addComponent(helpButton)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, 147, Short.MAX_VALUE)
.addComponent(OkButton)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addComponent(cancelButton))
.addGroup(layout.createSequentialGroup()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel1)
.addComponent(jLabel2))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING, false)
.addComponent(jTextField2, javax.swing.GroupLayout.DEFAULT_SIZE, 216, Short.MAX_VALUE)
.addComponent(jTextField1)))
.addGroup(layout.createSequentialGroup()
.addComponent(jLabel3)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.UNRELATED)
.addComponent(jTextField3)))
.addContainerGap())
);
layout.setVerticalGroup(
layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addContainerGap()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel1)
.addComponent(jTextField1, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel2)
.addComponent(jTextField2, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel3)
.addComponent(jTextField3, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, 74, Short.MAX_VALUE)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(cancelButton)
.addComponent(OkButton)
.addComponent(helpButton))
.addContainerGap())
);
pack();
}// </editor-fold>//GEN-END:initComponents
private void helpButtonActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_helpButtonActionPerformed
MainFrame.octavePanel.evaluate("pkg load nnet");
MainFrame.octavePanel.evaluate("helpdlg(help('train'));");
}//GEN-LAST:event_helpButtonActionPerformed
private void cancelButtonActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_cancelButtonActionPerformed
dispose();
}//GEN-LAST:event_cancelButtonActionPerformed
private void OkButtonActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_OkButtonActionPerformed
String mInputN= this.jTextField1.getText();
String mOutput=this.jTextField2.getText();
String VV =this.jTextField3.getText();
if(!mInputN.equals("") || !mOutput.equals("") ||!VV.equals("") ) {
NnetFrame.declare("mInputN", mInputN);
NnetFrame.declare("mOutput", mOutput);
NnetFrame.declare("VV", VV);
MainFrame.octavePanel.evalWithOutput("[net] = train ("+net+",mInputN,mOutput,[],[],VV)");
dispose();
}
}//GEN-LAST:event_OkButtonActionPerformed
/**
* @param args the command line arguments
*/
public static void main(String args[]) {
/* Set the Nimbus look and feel */
//<editor-fold defaultstate="collapsed" desc=" Look and feel setting code (optional) ">
/* If Nimbus (introduced in Java SE 6) is not available, stay with the default look and feel.
* For details see http://download.oracle.com/javase/tutorial/uiswing/lookandfeel/plaf.html
*/
try {
for (javax.swing.UIManager.LookAndFeelInfo info : javax.swing.UIManager.getInstalledLookAndFeels()) {
if ("Nimbus".equals(info.getName())) {
javax.swing.UIManager.setLookAndFeel(info.getClassName());
break;
}
}
} catch (ClassNotFoundException ex) {
java.util.logging.Logger.getLogger(TrainNetDialog.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (InstantiationException ex) {
java.util.logging.Logger.getLogger(TrainNetDialog.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (IllegalAccessException ex) {
java.util.logging.Logger.getLogger(TrainNetDialog.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (javax.swing.UnsupportedLookAndFeelException ex) {
java.util.logging.Logger.getLogger(TrainNetDialog.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
}
//</editor-fold>
/* Create and display the dialog */
java.awt.EventQueue.invokeLater(new Runnable() {
public void run() {
TrainNetDialog dialog = new TrainNetDialog(new javax.swing.JFrame(), true,"");
dialog.addWindowListener(new java.awt.event.WindowAdapter() {
@Override
public void windowClosing(java.awt.event.WindowEvent e) {
System.exit(0);
}
});
dialog.setVisible(true);
}
});
}
// Variables declaration - do not modify//GEN-BEGIN:variables
private javax.swing.JButton OkButton;
private javax.swing.JButton cancelButton;
private javax.swing.JButton helpButton;
private javax.swing.JLabel jLabel1;
private javax.swing.JLabel jLabel2;
private javax.swing.JLabel jLabel3;
private javax.swing.JTextField jTextField1;
private javax.swing.JTextField jTextField2;
private javax.swing.JTextField jTextField3;
// End of variables declaration//GEN-END:variables
}