Stack.h File Reference

#include "Exceptions.h"
#include "NNLayerConfig.h"
#include <Eigen/Dense>
#include <vector>
#include <functional>
#include <memory>

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Classes
class	lwtDev::Stack
class	lwtDev::ILayer
class	lwtDev::DummyLayer
class	lwtDev::UnaryActivationLayer
class	lwtDev::SoftmaxLayer
class	lwtDev::BiasLayer
class	lwtDev::MatrixLayer
class	lwtDev::MaxoutLayer
class	lwtDev::NormalizationLayer
	Normalization layer /// https://arxiv.org/abs/1502.03167 ///. More...
class	lwtDev::HighwayLayer
class	lwtDev::RecurrentStack
class	lwtDev::ReductionStack
class	lwtDev::IRecurrentLayer
class	lwtDev::EmbeddingLayer
class	lwtDev::LSTMLayer
class	lwtDev::GRULayer
class	lwtDev::BidirectionalLayer
	bidirectional unit /// More...
class	lwtDev::ELU
class	lwtDev::LeakyReLU
class	lwtDev::Swish
struct	lwtDev::DenseComponents

Namespaces
	lwtDev

Functions
double	lwtDev::nn_sigmoid (double x)
double	lwtDev::nn_hard_sigmoid (double x)
double	lwtDev::nn_tanh (double x)
double	lwtDev::nn_relu (double x)
std::function< double(double)>	lwtDev::get_activation (lwtDev::ActivationConfig act)
ILayer *	lwtDev::get_raw_activation_layer (ActivationConfig activation)
MatrixXd	lwtDev::build_matrix (const std::vector< double > &weights, size_t n_inputs)
VectorXd	lwtDev::build_vector (const std::vector< double > &bias)
void	lwtDev::throw_if_not_maxout (const LayerConfig &layer)
void	lwtDev::throw_if_not_dense (const LayerConfig &layer)
void	lwtDev::throw_if_not_normalization (const LayerConfig &layer)
DenseComponents	lwtDev::get_component (const lwtDev::LayerConfig &layer, size_t n_in)