This template implements L1 regularization function used in neural networks.
You can find more information in comments below. Overrided methods can be found in corresponding base class.
template<class FLOAT>
class TL1 :public IRegularizeFunction<FLOAT>
{
public:
FLOAT Output(const FLOAT value) override;
FLOAT Derivative(const FLOAT value) override;
bool IsDead(const FLOAT weight, const FLOAT new_weight) override;
};| Namespace: | nitisa::ai::regularizers |
| Include: | Nitisa/Modules/AI/Regularizers.h |