private void RestoreDocumentLayersProcess(Layer[] layers, UndoLayer[] data, object[] args)
{
int oldWidth = Width;
int oldHeight = Height;
Width = (int)args[0];
Height = (int)args[1];
DocumentSizeChanged?.Invoke(
this,
new DocumentSizeChangedEventArgs(oldWidth, oldHeight, Width, Height));
Layers.Clear();
Layers.AddRange(layers);
}
private void EditorStateHandler(object sender, PropertyChangedEventArgs e)
{
if (e.PropertyName != "SelectedProfile")
{
return;
}
// Update editor enabled state
NotifyOfPropertyChange(() => EditorEnabled);
// Update interface
Layers.Clear();
if (SelectedProfile != null)
{
Layers.AddRange(SelectedProfile.Layers);
}
NotifyOfPropertyChange(() => ProfileSelected);
}
private void UpdateLayerList(LayerModel selectModel)
{
// Update the UI
Layers.Clear();
if (SelectedProfile != null)
{
Layers.AddRange(SelectedProfile.Layers);
}
if (selectModel == null)
{
return;
}
// A small delay to allow the profile list to rebuild
Task.Factory.StartNew(() =>
{
Thread.Sleep(20);
ProfileViewModel.SelectedLayer = selectModel;
});
}
/// <summary>
/// Handles refreshing the layer preview
/// </summary>
/// <param name="sender"></param>
/// <param name="e"></param>
private void PropertyChangeHandler(object sender, PropertyChangedEventArgs e)
{
if (e.PropertyName == "KeyboardPreview")
{
return;
}
if (e.PropertyName == "SelectedLayer")
{
NotifyOfPropertyChange(() => LayerSelected);
return;
}
if (SelectedProfile != null)
{
ProfileProvider.AddOrUpdate(SelectedProfile);
}
if (e.PropertyName != "SelectedProfile")
{
return;
}
// Update editor enabled state
NotifyOfPropertyChange(() => EditorEnabled);
// Update ProfileViewModel
ProfileViewModel.SelectedProfile = SelectedProfile;
// Update interface
Layers.Clear();
if (SelectedProfile != null)
{
Layers.AddRange(SelectedProfile.Layers);
}
NotifyOfPropertyChange(() => ProfileSelected);
}
public NN_MultiLayerPerceptron(int inputCount, int hiddenLayerCount, int hiddenNeuronCount, int outputCount)
{
NetworkType = NetworkTypes.MultiLayerPerceptron;
for (var i = 0; i < inputCount; i++)
{
InputLayer.Neurons.Add(new Neuron());
}
for (var i = 0; i < hiddenLayerCount; i++)
{
var hiddenLayer = new HiddenLayer();
for (var j = 0; j < hiddenNeuronCount; j++)
{
hiddenLayer.Neurons.Add(new Neuron());
}
HiddenLayers.Add(new HiddenLayer());
}
for (var i = 0; i < outputCount; i++)
{
OutputLayer.Neurons.Add(new Neuron());
}
Layers.Add(InputLayer);
Layers.AddRange(HiddenLayers);
Layers.Add(OutputLayer);
}