public override bool Equals(object obj)
{
if (!(obj is NetworkSize))
{
return(false);
}
NetworkSize other = (NetworkSize)obj;
if (InputLayerLength != other.InputLayerLength)
{
return(false);
}
if (OutputLayerLength != other.OutputLayerLength)
{
return(false);
}
for (int i = 0; i < InternalLayerCount; i++)
{
if (InternalLayerLengths[i] != other.InternalLayerLengths[i])
{
return(false);
}
}
return(true);
}
public NetworkGradient(NetworkSize size)
{
this.weightAdditives = new WeightMatrix[size.InternalLayerCount - 1];
this.biasAdditives = new BiasVector[size.InternalLayerCount - 1];
for (int index = 0; index < weightAdditives.Length; index++)
{
weightAdditives[index] = new WeightMatrix(size.InternalLayerLengths[index + 1], size.InternalLayerLengths[index]);
biasAdditives[index] = new BiasVector(index + 1);
}
}