public NNetwork InitialiseCopy(int hiddenLayerCount, int hiddenNeuronCoint)
{
NNetwork n = new NNetwork();
List <Matrix <float> > newWeights = new List <Matrix <float> >();
for (int i = 0; i < this.weights.Count; i++)
{
Matrix <float> currentWeight = Matrix <float> .Build.Dense(weights[i].RowCount, weights[i].ColumnCount);
for (int x = 0; x < currentWeight.RowCount; x++)
{
for (int y = 0; y < currentWeight.ColumnCount; y++)
{
currentWeight[x, y] = weights[i][x, y];
}
}
newWeights.Add(currentWeight);
}
List <float> newBisaes = new List <float>();
newBisaes.AddRange(biases);
n.weights = newWeights;
n.biases = newBisaes;
n.InitialiseHidden(hiddenLayerCount, hiddenNeuronCoint);
return(n);
}