22 void shuffle(
size_t* tab,
size_t size);
Definition: dataset.hpp:9
Definition: network.hpp:12
Real eval(Dataset *dataset)
Definition: network.cpp:38
void update_batch(Dataset *dataset, size_t *indices, size_t begin, size_t end, Real eta)
Definition: network.cpp:84
void is_done()
Definition: network.cpp:22
Network()
Definition: network.cpp:3
size_t n_out
Definition: network.hpp:16
list< Layer::Layer * > layers
Definition: network.hpp:14
void back_propagation(Vector x, Vector y, Real eta)
Definition: network.cpp:101
void compute_last_delta(Vector y)
Definition: network.cpp:115
void set_cost(CostFunction)
Definition: network.hpp:36
void train(Dataset *dataset, size_t nb_epochs, size_t batch_size, Real eta)
Definition: network.cpp:63
Vector last_delta
Definition: network.hpp:18
size_t n_in
Definition: network.hpp:15
void shuffle(size_t *tab, size_t size)
Definition: network.cpp:52
Vector feed_forward(Vector x_in)
Definition: network.cpp:27
CostFunction C
Definition: network.hpp:19
Vector a
Definition: network.hpp:17
void push_layer(Layer::Layer &l)
Definition: network.cpp:8
CostFunction
Definition: network.hpp:10
@ Quadratic
Definition: network.hpp:10
@ CrossEntropy
Definition: network.hpp:10
double Real
Definition: vector.hpp:9
Real * Vector
Definition: vector.hpp:45