Activation.h File Reference

#include "CNum/DataStructs/DataStructs.h"
#include <functional>
#include <unordered_map>
#include <string>
#include <cmath>

Go to the source code of this file.

Namespaces
namespace	CNum::Model::Activation
	Activation functions.
namespace	CNum
	The umbrella namespace from which you can access all modules of CNum.
namespace	CNum::Model
	The namespace containing the ML models in CNum.

Typedefs
using	CNum::Model::Activation::ActivationFunc = std::function< double(double) >

Functions
double	CNum::Model::Activation::sigmoid (double value)
	Sigmoid function (for a single value).
::CNum::DataStructs::Matrix< double >	CNum::Model::Activation::activate (const ::CNum::DataStructs::Matrix< double > &data, ActivationFunc act_func) noexcept
	Run an activation function on a Matrix of data.
ActivationFunc	CNum::Model::Activation::get_activation_func (::std::string activation)
	Get an activation function from a string.