Network Class Reference

#include <network.hpp>

Public Member Functions
void	compute_last_delta (Vector y)
	Network ()
void	set_cost (CostFunction)
void	push_layer (Layer::Layer &l)
void	is_done ()
Vector	feed_forward (Vector x_in)
Real	eval (Dataset *dataset)
void	train (Dataset *dataset, size_t nb_epochs, size_t batch_size, Real eta)

Public Attributes
list< Layer::Layer * >	layers
size_t	n_in
size_t	n_out
Vector	a
Vector	last_delta
CostFunction	C

Protected Member Functions
void	shuffle (size_t *tab, size_t size)
void	update_batch (Dataset *dataset, size_t *indices, size_t begin, size_t end, Real eta)
void	back_propagation (Vector x, Vector y, Real eta)

Constructor & Destructor Documentation

Network()

Network::Network

(

)

Member Function Documentation

back_propagation()

void Network::back_propagation ( Vector  x, Vector  y, Real  eta  )

protected

compute_last_delta()

void Network::compute_last_delta

(

Vector

y

)

eval()

Real Network::eval

(

Dataset *

dataset

)

feed_forward()

Vector Network::feed_forward

(

Vector

x_in

)

is_done()

void Network::is_done

(

)

push_layer()

void Network::push_layer

(

Layer::Layer &

l

)

set_cost()

void Network::set_cost ( CostFunction  C_ )

inline

shuffle()

void Network::shuffle ( size_t *  tab, size_t  size  )

protected

train()

void Network::train	(	Dataset *	dataset,
		size_t	nb_epochs,
		size_t	batch_size,
		Real	eta
	)

update_batch()

void Network::update_batch ( Dataset *  dataset, size_t *  indices, size_t  begin, size_t  end, Real  eta  )

protected

Member Data Documentation

a

Vector Network::a

C

CostFunction Network::C

last_delta

Vector Network::last_delta

layers

list<Layer::Layer*> Network::layers

n_in

size_t Network::n_in

n_out

size_t Network::n_out

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The documentation for this class was generated from the following files:

• src/network.hpp
• src/network.cpp