private void buttonCreateNetwork_Click(object sender, EventArgs e)
{
String[] layers_string = textLayers.Text.Split(";".ToCharArray());
int[] layers = new int[layers_string.Length];
for (int i = 0; i < layers_string.Length; i++)
{
layers[i] = int.Parse(layers_string[i]);
}
if (radioHyperbolic.Checked)
{
network = NNetwork.HyperbolicNetwork(layers);
is_hyperbolic = true;
is_sigmoid = false;
}
if (radioSigmoid.Checked)
{
network = NNetwork.SigmoidNetwork(layers);
is_hyperbolic = false;
is_sigmoid = true;
}
if (radioCombined.Checked)
{
network = NNetwork.CombinedNetwork(layers);
is_hyperbolic = false;
is_sigmoid = true;
}
bool two_steps = network.OutputCount() >= 2;
bool three_steps = network.OutputCount() >= 3;
checkTrain2.Enabled = two_steps;
checkTest2.Enabled = two_steps;
checkTrain3.Enabled = three_steps;
checkTest3.Enabled = three_steps;
groupWeights.Enabled = true;
}