functions.hpp File Reference

Activation functions for neural networks. More...

#include <cmath>
#include <vector>
#include "utils/matrix.hpp"

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Classes
class	dl::activation::ActivationFunction
	Abstract base class for activation functions. More...
class	dl::activation::ReLU
	Rectified Linear Unit (ReLU) activation function. More...
class	dl::activation::Sigmoid
	Sigmoid activation function. More...
class	dl::activation::Tanh
	Hyperbolic tangent (Tanh) activation function. More...
class	dl::activation::Softmax
	Softmax activation function. More...
class	dl::activation::LeakyReLU
	Leaky Rectified Linear Unit (Leaky ReLU) activation function. More...

Namespaces
namespace	dl
namespace	dl::activation

Detailed Description

Activation functions for neural networks.

Author

Kalenitid

Version

1.0.0

Definition in file functions.hpp.