public Network(LossFunctionType lossFunctionType, Optimizer optimizer, int numberOfClasses)
{
_numberOfClasses = numberOfClasses;
_lossFunction = LossFunctionFactory.Produce(lossFunctionType);
_layers = new List <IFullLayer>();
_optimizer = optimizer;
}
public static LossFunction Produce(LossFunctionType type)
{
switch (type)
{
case LossFunctionType.CrossEntropy: return(new CrossEntropyLoss());
default: throw new Exception("Cost function is not supported");
}
}
