public DenseLayer(Layer layer, int outNodes)
{
this.layer = layer;
InputNodes = layer.OutputNodes;
OutputNodes = outNodes;
double std = 2.0 / Math.Sqrt(InputNodes);
weights = new Variable("weights", ND.Uniform(-std, std, InputNodes, OutputNodes));
biases = new Variable("biases", ND.Zeros <double>(1, OutputNodes));
Function = new AddFunc(new DotFunc(layer.Function, weights), biases);
}
public InputLayer(int inNodes)
{
InputNodes = OutputNodes = inNodes;
Function = new Variable("inputs", ND.Zeros <double>(1));
}