public NeuralNetworkGUI(InputLayer inputLayer, List <HiddenLayer> hiddenLayers, OutputLayer outputLayer, List <Layer> layers)
{
this.inputLayer = inputLayer;
this.hiddenLayers = hiddenLayers;
this.outputLayer = outputLayer;
this.layers = layers;
neuronWidth = 40;
neuronHeight = 40;
Layer largestLayer = layers.OrderByDescending(n => n.Neurons.Count()).First();
int layoutColumns = layers.Count();
int layoutRows = largestLayer.Neurons.Count();
Width = neuronWidth * layoutColumns;
Height = neuronHeight * layoutRows;
Padding padding = new Padding();
padding.All = 10;
this.Padding = padding;
neuralNetworkLayout = CreateTable(layoutRows, layoutColumns);
CreateNeurons();
Controls.Add(neuralNetworkLayout);
NeuronGUI neuronGUI = new NeuronGUI(inputLayer.Neurons[0]);
}
private void CreateNeurons()
{
for (int i = 0; i < layers.Count(); i++)
{
for (int j = 0; j < layers[i].Neurons.Count(); j++)
{
NeuronGUI neuronGUI = new NeuronGUI(layers[i].Neurons[j]);
neuralNetworkLayout.Controls.Add(neuronGUI, i, j);
}
}
}