public ScrollViewer GetMappedLayerWeights()
{
WrapPanel panel = new WrapPanel();
panel.BeginInit();
panel.UseLayoutRounding = true;
panel.SnapsToDevicePixels = true;
panel.Orientation = Orientation.Horizontal;
panel.HorizontalAlignment = HorizontalAlignment.Stretch;
panel.VerticalAlignment = VerticalAlignment.Stretch;
for (int map = 0; map < MapCount; map++)
{
Grid grid = new Grid();
grid.SnapsToDevicePixels = true;
grid.UseLayoutRounding = true;
grid.Background = System.Windows.Media.Brushes.White;
grid.HorizontalAlignment = System.Windows.HorizontalAlignment.Left;
grid.VerticalAlignment = System.Windows.VerticalAlignment.Top;
grid.Width = double.NaN;
grid.Height = double.NaN;
grid.Margin = new Thickness(4);
for (int col = 0; col < MapWidth; col++)
{
ColumnDefinition colDef = new ColumnDefinition();
colDef.Width = new GridLength(0, GridUnitType.Auto);
grid.ColumnDefinitions.Add(colDef);
}
for (int row = 0; row < MapHeight; row++)
{
RowDefinition rowDef = new RowDefinition();
rowDef.Height = new GridLength(0, GridUnitType.Auto);
grid.RowDefinitions.Add(rowDef);
}
double weightMin = Weights.Min(weight => weight.Value);
double weightMax = Weights.Max(weight => weight.Value);
double range = GetRangeFactor(weightMin, weightMax);
grid.BeginInit();
for (int y = 0; y < ReceptiveFieldWidth; y++)
{
for (int x = 0; x < ReceptiveFieldHeight; x++)
{
int index = x + (y * ReceptiveFieldWidth) + (map * ((ReceptiveFieldWidth * ReceptiveFieldHeight) + 1));
System.Windows.Shapes.Rectangle rectangle = new System.Windows.Shapes.Rectangle();
rectangle.BeginInit();
rectangle.SnapsToDevicePixels = true;
rectangle.UseLayoutRounding = true;
rectangle.HorizontalAlignment = HorizontalAlignment.Stretch;
ToolTip tip = new ToolTip();
tip.Content = Weights[index].Value.ToString("N17", CultureInfo.CurrentUICulture);
rectangle.ToolTip = tip;
rectangle.VerticalAlignment = VerticalAlignment.Stretch;
rectangle.Margin = new Thickness(0);
rectangle.Height = 8;
rectangle.Width = 8;
rectangle.Stretch = Stretch.Uniform;
rectangle.Fill = GetBrushFromRange(range, weightMin, weightMax, Weights[index].Value);
rectangle.EndInit();
Grid.SetColumn(rectangle, x);
Grid.SetRow(rectangle, y);
grid.Children.Add(rectangle);
tip = null;
rectangle = null;
}
};
grid.EndInit();
panel.Children.Add(grid);
}
panel.EndInit();
ScrollViewer scr = new ScrollViewer();
scr.BeginInit();
scr.SnapsToDevicePixels = true;
scr.UseLayoutRounding = true;
scr.VerticalScrollBarVisibility = ScrollBarVisibility.Visible;
scr.HorizontalScrollBarVisibility = ScrollBarVisibility.Disabled;
scr.HorizontalContentAlignment = HorizontalAlignment.Left;
scr.VerticalContentAlignment = VerticalAlignment.Top;
scr.VerticalAlignment = VerticalAlignment.Stretch;
scr.HorizontalAlignment = HorizontalAlignment.Stretch;
scr.Content = panel;
scr.Height = double.NaN;
scr.Width = double.NaN;
scr.EndInit();
return (scr);
}
public ScrollViewer GetMappedLayerOutputs()
{
WrapPanel panel = new WrapPanel();
panel.BeginInit();
panel.UseLayoutRounding = true;
panel.SnapsToDevicePixels = true;
panel.Orientation = Orientation.Horizontal;
panel.HorizontalAlignment = HorizontalAlignment.Stretch;
panel.VerticalAlignment = VerticalAlignment.Stretch;
for (int map = 0; map < MapCount; ++map)
{
Grid grid = new Grid();
grid.SnapsToDevicePixels = true;
grid.UseLayoutRounding = true;
grid.Background = System.Windows.Media.Brushes.White;
grid.HorizontalAlignment = System.Windows.HorizontalAlignment.Left;
grid.VerticalAlignment = System.Windows.VerticalAlignment.Top;
grid.Width = double.NaN;
grid.Height = double.NaN;
grid.Margin = new Thickness(4);
for (int col = 0; col < MapWidth; col++)
{
ColumnDefinition colDef = new ColumnDefinition();
colDef.Width = new GridLength(0, GridUnitType.Auto);
grid.ColumnDefinitions.Add(colDef);
}
for (int row = 0; row < MapHeight; row++)
{
RowDefinition rowDef = new RowDefinition();
rowDef.Height = new GridLength(0, GridUnitType.Auto);
grid.RowDefinitions.Add(rowDef);
}
grid.BeginInit();
for (int y = 0; y < MapHeight; y++)
{
for (int x = 0; x < MapWidth; x++)
{
int index = x + (y * MapWidth) + (map * MapWidth * MapHeight);
byte color = (byte)(255 - ((Neurons[index].Output + 1D) * 127D));
System.Windows.Media.SolidColorBrush brush = new System.Windows.Media.SolidColorBrush(System.Windows.Media.Color.FromRgb(color, color, color));
brush.Freeze();
System.Windows.Shapes.Rectangle rectangle = new System.Windows.Shapes.Rectangle();
rectangle.BeginInit();
rectangle.SnapsToDevicePixels = true;
rectangle.UseLayoutRounding = true;
rectangle.HorizontalAlignment = HorizontalAlignment.Stretch;
ToolTip tip = new ToolTip();
tip.Content = Neurons[index].Output.ToString("N17", CultureInfo.CurrentUICulture);
rectangle.ToolTip = tip;
rectangle.VerticalAlignment = VerticalAlignment.Stretch;
rectangle.Margin = new Thickness(0);
rectangle.Height = 8;
rectangle.Width = 8;
rectangle.Stretch = Stretch.Uniform;
rectangle.Fill = brush;
rectangle.EndInit();
Grid.SetColumn(rectangle, x);
Grid.SetRow(rectangle, y);
grid.Children.Add(rectangle);
brush = null;
tip = null;
rectangle = null;
}
}
grid.EndInit();
panel.Children.Add(grid);
}
panel.EndInit();
ScrollViewer scr = new ScrollViewer();
scr.BeginInit();
scr.SnapsToDevicePixels = true;
scr.UseLayoutRounding = true;
scr.VerticalScrollBarVisibility = ScrollBarVisibility.Visible;
scr.HorizontalScrollBarVisibility = ScrollBarVisibility.Disabled;
scr.HorizontalContentAlignment = HorizontalAlignment.Left;
scr.VerticalContentAlignment = VerticalAlignment.Top;
scr.VerticalAlignment = VerticalAlignment.Stretch;
scr.HorizontalAlignment = HorizontalAlignment.Stretch;
scr.Content = panel;
scr.Height = double.NaN;
scr.Width = double.NaN;
scr.EndInit();
return (scr);
}