private void generateNetworkButton_Click(object sender, RoutedEventArgs e)
{
int[] hidden = new int[hiddenLayersListBox.Items.Count];
for (int i = 0; i < hiddenLayersListBox.Items.Count; i++)
{
hidden[i] = ((HiddenListItem)hiddenLayersListBox.Items[i]).Count;
}
NetworkListItem item = new NetworkListItem(newNetworkNameTextBox.Text, int.Parse(inputCountTextBox.Text), int.Parse(outputCountTextBox.Text), ActivationFunctionType.Sigmoid, hidden);
networksDataGrid.Items.Add(item);
saveAllNetworksButtonLabel.GetBindingExpression(TextBlock.TextProperty).UpdateTarget();
}
private void importNetworkButton_Click(object sender, RoutedEventArgs e)
{
Microsoft.Win32.OpenFileDialog dialog = new Microsoft.Win32.OpenFileDialog();
dialog.Filter = "Neural Network Items|*.nni|Neural Networks|*.nn|All supported items|*.nni;*.nn";
dialog.Multiselect = true;
bool?result = dialog.ShowDialog(this);
if (result == true)
{
Stream[] fss = dialog.OpenFiles();
BinaryFormatter formatter = new BinaryFormatter();
foreach (FileStream fs in fss)
{
string ext = System.IO.Path.GetExtension(fs.Name);
if (ext == ".nni")
{
List <NetworkListItem> items = (List <NetworkListItem>)formatter.Deserialize(fs);
foreach (NetworkListItem item in items)
{
networksDataGrid.Items.Add(item);
item.Finished = true;
saveAllNetworksButtonLabel.GetBindingExpression(TextBlock.TextProperty).UpdateTarget();
}
}
else if (ext == ".nn")
{
List <NeuralNetwork> nns = (List <NeuralNetwork>)formatter.Deserialize(fs);
int i = 0;
foreach (NeuralNetwork nn in nns)
{
NetworkListItem item = new NetworkListItem(string.Format("{0}_{1}", fs.Name, i), nn);
networksDataGrid.Items.Add(item);
item.Finished = true;
saveAllNetworksButtonLabel.GetBindingExpression(TextBlock.TextProperty).UpdateTarget();
}
}
else
{
MessageBox.Show(string.Format("The file {0} has incorrect file extension and couldn't be opened", fs.Name), "File can't be opened", MessageBoxButton.OK, MessageBoxImage.Error);
}
fs.Flush();
fs.Close();
}
}
}
private void copyToClipboardButton_Click(object sender, RoutedEventArgs e)
{
NetworkListItem item = (NetworkListItem)((Button)sender).Tag;
Clipboard.SetText(item.ToString());
}