private void loadNetworkToolStripMenuItem_Click(object sender, EventArgs e) { OpenFileDialog OFD = new OpenFileDialog(); OFD.InitialDirectory = Application.StartupPath; OFD.DefaultExt = ".net"; OFD.Filter = "neural network files | *.net"; MF = new InitNN(); if (OFD.ShowDialog() == DialogResult.OK) { Load_and_Generate(OFD.FileName); } MF.Show(); MF.DrawingThread.Start(); }
public void Load_and_Generate(string Path) { XPathDocument doc = new XPathDocument(Path); XPathNavigator nav = doc.CreateNavigator(); // Compile a standard XPath expression XPathExpression expr; expr = nav.Compile("/network"); XPathNodeIterator iterator = nav.Select(expr); if (MF == null) { MF = new InitNN(); } MF.Manager = new Layers_Manager(); while (iterator.MoveNext()) { XPathNavigator nav2 = iterator.Current.Clone(); nav2.MoveToFirstChild(); MF.Manager.InputSlotSize = Convert.ToInt32(nav2.Value); MF.NUDInputSlot.Value = (decimal)MF.Manager.InputSlotSize; nav2.MoveToNext(); MF.Manager.MaxError = (float)Convert.ToDouble(nav2.Value); while (nav2.MoveToNext() && nav2.Name == "layer") { nav2.MoveToFirstChild(); Layer L = new Layer(Convert.ToInt32(nav2.Value)); nav2.MoveToNext(); if (nav2.Value == "Hidden") { L.LayerType = Neuron.NeuronType.Hidden; } else { L.LayerType = Neuron.NeuronType.Output; } while (nav2.MoveToNext() && nav2.Name == "neuron") { nav2.MoveToFirstChild(); Neuron N = new Neuron(); N.ParentLayer_Ref = L; N.Initialize(L.LayerType); N.ID = Convert.ToInt32(nav2.Value); nav2.MoveToNext(); N.InputCount = Convert.ToInt32(nav2.Value); nav2.MoveToNext(); N.LearningRate = (float)Convert.ToDouble(nav2.Value); nav2.MoveToNext(); N.Tag = nav2.Value; nav2.MoveToNext(); N.Bias = (float)Convert.ToDouble(nav2.Value); N.Weights.Add(N.Bias); for (int i = 0; i < N.InputCount; i++) { N.Weights.Add(0); N.OldWeights.Add(0); } L.Neurons.Add(N); L.Count++; nav2.MoveToParent(); } L.InitializeLayer(); MF.Manager.Layers.Add(L); nav2.MoveToParent(); } foreach (Layer L in MF.Manager.Layers) { L.MaxID = MF.Manager.Layers.Count; } } TSSStatusLbl.Text = "Network Loaded Successfully ..."; }
private void settingsToolStripMenuItem_Click(object sender, EventArgs e) { MF = new InitNN(); MF.MdiParent = this; MF.Show(); }