private void RdMainDiagram_DoubleClick(object sender, EventArgs e)
{
try
{
for (int i = 0; i <= RdMainDiagram.Items.Count - 1; i++)
{
if (RdMainDiagram.Items[i].Tag == null)
{
RdMainDiagram.Items[i].Tag = ++MaxTag;
RdMainDiagram.Items[i].Name = "Obj" + MaxTag;
}
}
Telerik.WinControls.UI.RadDiagram SelectedItem = (Telerik.WinControls.UI.RadDiagram)sender;
if (SelectedItem.Items.Count > 0)
{
Telerik.WinControls.UI.RadDiagramShape X = (Telerik.WinControls.UI.RadDiagramShape)SelectedItem.Items[0];
Telerik.WinControls.UI.RadDiagramShape SelectedObject = (Telerik.WinControls.UI.RadDiagramShape)SelectedItem.SelectedItem;
Form Frm = new Frm_ManageSubProcessItems();
Frm.Text = SelectedObject.Tag.ToString();
Frm.ShowDialog();
}
}
catch
{
}
}
public Weight_edge(Telerik.WinControls.UI.RadDiagram diagram, int i)
{
TargetCapType = CapType.Arrow2;
//BackColor = Color.Gold;
//diagram.AddConnection((IShape) diagram.Shapes[i], (IShape) diagram.Shapes[i - 1]);
//diagram.Connections[diagram.Connections.Count].TargetCapType=CapType.Arrow2 ;
//diagram.Connections[diagram.Connections.Count].BackColor=BackColor ;
//this.connn
//this.Shape=new
}
private void RdMainDiagram_Click(object sender, EventArgs e)
{
try
{
Telerik.WinControls.UI.RadDiagram SelectedItem = (Telerik.WinControls.UI.RadDiagram)sender;
if (SelectedItem.Items.Count > 0)
{
Telerik.WinControls.UI.RadDiagramShape X = (Telerik.WinControls.UI.RadDiagramShape)SelectedItem.Items[0];
X.IsEditable = false;
}
}
catch
{
}
}
public static void InitiateGraph(Telerik.WinControls.UI.RadDiagram radDiagram1)
{
radDiagram1.BackgroundGrid.Visibility = ElementVisibility.Hidden;
radDiagram1.BackgroundPageGrid.Visibility = Telerik.WinControls.ElementVisibility.Hidden;
radDiagram1.IsSnapToGridEnabled = false; radDiagram1.IsSnapToItemsEnabled = false;
radDiagram1.SetLayout(Telerik.Windows.Diagrams.Core.LayoutType.Tree);
radDiagram1.IsInformationAdornerVisible = false;
TreeLayoutSettings currentLayoutSettings = new Telerik.Windows.Diagrams.Core.TreeLayoutSettings()
{
HorizontalSeparation = 120d,
VerticalSeparation = 180d,
UnderneathVerticalTopOffset = 50d,
UnderneathHorizontalOffset = 230d,
UnderneathVerticalSeparation = 40d,
VerticalDistance = 10d,
};
radDiagram1.SetLayout(Telerik.Windows.Diagrams.Core.LayoutType.Tree, currentLayoutSettings);
}
public static trainerParams BuildNet(FlowLayoutPanel layers, FileDialog LoadData_dlg, Result r, Telerik.WinControls.UI.RadDiagram radDiagram1)
{
Training.Trainer trainer = new Training.Trainer();
NeuralNetworkBuilder b = new NeuralNetworkBuilder();
L_ctrl_mat temp;
int neuronsnumber;
IActivatorFunction AF = null;
FunctionApplier functionApplier = new FunctionApplier();
foreach (var layer in layers.Controls)
{
temp = layer as L_ctrl_mat;
neuronsnumber = Convert.ToInt16(temp.NN_drpdn.Value);
if (ActivatorFunctions.FunctionName.SIGMOID.ToString() == temp.AF_drpdn.SelectedItem.Text)
{
AF = new SigmoidFunction();
imgs.Add(Resources.Layer__Sigmoid);
}
if (ActivatorFunctions.FunctionName.TANH.ToString() == temp.AF_drpdn.SelectedItem.Text)
{
AF = new TanhFunction();
imgs.Add(Resources.Layer_Tan_H);
}
functionApplier.ActivatorFunction = AF;
b.Layer(neuronsnumber, functionApplier, (double)temp.Lr_drpdn.Value);
}
NeuralNetwork.NeuralNetwork nn = b.Build();
string FileName = LoadData_dlg.FileName;
var tuples = DataReader.DataReader.Instance.ReadFromFile(FileName);
var inputs = tuples.Item1;
var outputs = tuples.Item2;
// StaticDivider Divider = new StaticDivider(.6,.3);
//var temp2 = Divider.Divide(inputs, outputs);
//ActivatorFunctions.FunctionName applier ;
//// test case (should belong to the second class = [0 1 0])
//var tt = nn.ForwardInput(Vector<double>.Build.DenseOfArray(new double[] { 5.5, 2.5, 4.0, 1.3 }));
Params = new trainerParams();
Params.nn = nn;
Params.Tuple = tuples;
NetGraph(nn, radDiagram1);
return(Params);
}
public static void NetGraph(NeuralNetwork.NeuralNetwork nn, Telerik.WinControls.UI.RadDiagram radDiagram1)
{
List <Feature_shape> featureShapes = new List <Feature_shape>();
List <AF_shape> afShapes = new List <AF_shape>();
double x = 0;
double y = 90;
radDiagram1.AddShape(new Input_shape(), null, new Point(x, y));
for (int i = 0; i < nn.Layers.Count; i++)
{
x = i * 250 + 100;
y = 0;
//nn.Layers[i].Applier.ToString();
Point location = new Point(x, y);
radDiagram1.AddShape(new Layer_shape("\n\t" + nn.Layers[i].NeuronsNumber, imgs[i])
{
//Label = { Text ="Layer "+i , }
//LayerBitmap=imgs[i]
}
, null, location);
/**
* featureShapes.Add(new Feature_shape()
* {
* Location = new Point(i * 250 + 100, 30),
* Text = Convert.ToString(nn.Layers[i].NeuronsNumber)
* }
* );
* /**
* afShapes.Add(new AF_shape()
* {
* Location = new Point(i * 250 + 200, 75),
* Text = Convert.ToString(nn.Layers[i].Applier)
*
* }
* );
* /**/
//(radDiagram1.Shapes[radDiagram1.Shapes.Count-1] as Layer_shape).addnodes();
}
x = nn.Layers.Count * 250 + 100;
y = 90;
radDiagram1.AddShape(new Output_shape(), null, new Point(x, y));
Weight_edge edge;
for (int i = 1; i < radDiagram1.Shapes.Count; i++)
{
radDiagram1.AddConnection((IShape)radDiagram1.Shapes[i - 1], (IShape)radDiagram1.Shapes[i]);
radDiagram1.Connections[i - 1].TargetCapType = CapType.Arrow2Filled;
radDiagram1.Connections[i - 1].AllowDelete = false;
radDiagram1.Connections[i - 1].IsDraggingEnabled = false;
radDiagram1.Connections[i - 1].IsEditable = false;
radDiagram1.Connections[i - 1].TargetCapSize = new SizeF(20, 25);
//I don't know how!!
RadDiagramConnection connection1 = (RadDiagramConnection)radDiagram1.Connections[i - 1];
connection1.BackColor = Color.LightSalmon;
// radDiagram1.AddConnection(
// radDiagram1,i
// //new Weight_edge(
// //// (IShape)radDiagram1.Shapes[i],
// ////(IShape)radDiagram1.Shapes[i - 1]
//)
// // )
// ;
}
for (int i = 0; i < featureShapes.Count; i++)
{
radDiagram1.AddShape(featureShapes[i]);
//radDiagram1.AddShape(afShapes[i]);
//radDiagram1.AddConnection((IShape) radDiagram1.Shapes[radDiagram1.Shapes.Count - 1],
// (IShape) radDiagram1.Shapes[radDiagram1.Shapes.Count - 2]);
}
}