public Work()
{
p = new Perceptron();
}
private void TrainButtonClick(object sender, RoutedEventArgs e)
{
if ((bool)SetBaisCheckBox.IsChecked)
{
if (baisMatTextBox.Text.Equals("random"))
{
work.SetRandomBais();
}
else
{
work.GetBais(baisMatTextBox.Text);
}
}
if (!(bool)SetWeightManuallyCheckBox.IsChecked)
{
work.SetRandomWeights();
}
//if(activationCombo.SelectedIndex==0)
//p = work.Train(ThreasholdTextBox.Text, LearningRateTextBox.Text, epochsTextBox.Text, TimeTextBox.Text, ActivationFunction.BipolarBinary);
//if(activationCombo.SelectedIndex == 1)
// p = work.Train(ThreasholdTextBox.Text, LearningRateTextBox.Text, epochsTextBox.Text, TimeTextBox.Text, ActivationFunction.UnipolarBinary);
if (isBipolar(work.p.DesiredOutput))
{
p = work.Train(ThreasholdTextBox.Text, LearningRateTextBox.Text, epochsTextBox.Text, TimeTextBox.Text, ActivationFunction.BipolarBinary);
}
if (isUniBipolar(work.p.DesiredOutput))
{
p = work.Train(ThreasholdTextBox.Text, LearningRateTextBox.Text, epochsTextBox.Text, TimeTextBox.Text, ActivationFunction.UnipolarBinary);
}
Train train = new Train();
train.resultEpochsTextBlock.Text = p.ResultNeededEpochsToTrain + 1 + "";
train.resultTimeTextBlock.Text = p.ResultNeededTimeToTrain + "";
string result = "";
for (int i = 0; i < p.Weights.Length; i++)
{
for (int j = 0; j < p.Weights[0].Length; j++)
{
result += p.Weights[i][j] + ",";
}
result += "\n";
}
train.resultWeightsMatrix.Text = result;
result = "";
if (p.WithBais)
{
for (int i = 0; i < p.Bais.Length; i++)
{
if (i > 0)
{
result += "," + p.Bais[i];
}
else
{
result += p.Bais[i];
}
}
}
train.resultBaisMatrixTextBlock.Text = result;
MainTap.Items.Add(train);
MainTap.SelectedIndex = 5;
DrawNetwork();
}
