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gnn_weight.c File Reference

#include <math.h>
#include <gsl/gsl_blas.h>
#include <gsl/gsl_randist.h>
#include <gsl/gsl_eigen.h>
#include "gnn_utilities.h"
#include "gnn_weight.h"

Include dependency graph for gnn_weight.c:

Go to the source code of this file.

Data Structures
struct	_gnn_weight
Typedefs
typedef _gnn_weight	gnn_weight
	The structure for a gnn_weight : Affine / Linear Transform node.
Functions
int	gnn_weight_f (gnn_node *node, const gsl_vector *x, const gsl_vector *w, gsl_vector *y)
	Computes the evaluation.
int	gnn_weight_dx (gnn_node *node, const gsl_vector *x, const gsl_vector *w, const gsl_vector *dy, gsl_vector *dx)
	Computes the gnn_weight : Affine / Linear Transform gradient with respect to its inputs.
int	gnn_weight_dw (gnn_node *node, const gsl_vector *x, const gsl_vector *w, const gsl_vector *dy, gsl_vector *dw)
	Computes the gnn_weight : Affine / Linear Transform gradient with respect to its parameters.
void	gnn_weight_destroy (gnn_node *node)
	The destroy function for a gnn_weight : Affine / Linear Transform.
int	gnn_weight_hadamard_recurse (gsl_matrix *A, double fact)
gnn_node *	gnn_weight_new (int input_size, int output_size)
	Creates a new gnn_weight : Affine / Linear Transform layer.
int	gnn_weight_init (gnn_node *node)
	Initializes the layer's parameters.
gsl_matrix *	gnn_weight_get_A (gnn_node *node)
	Gets the node's parameter matrix .
gsl_vector *	gnn_weight_get_B (gnn_node *node)
	Gets the node's parameter vector .
gsl_matrix *	gnn_weight_get_dA (gnn_node *node)
	Gets .
gsl_vector *	gnn_weight_get_dB (gnn_node *node)
	Gets .
gsl_matrix_int *	gnn_weight_get_Af (gnn_node *node)
	Gets the frozen flags for the matrix .
gsl_vector_int *	gnn_weight_get_Bf (gnn_node *node)
	Gets the frozen flags for the vector .
int	gnn_weight_connect (gnn_node *node, size_t i, size_t j, double strength)
	Connect an input with an output.
int	gnn_weight_disconnect (gnn_node *node, size_t i, size_t j)
	Disconnect an input with an output.
int	gnn_weight_connect_all (gnn_node *node, double strength)
	Creates a full connection.
int	gnn_weight_disconnect_all (gnn_node *node)
	Disconnect all connections.
int	gnn_weight_connect_input (gnn_node *node, size_t i, double strength)
	Connects the i-th input to all outputs with given strength.
int	gnn_weight_disconnect_input (gnn_node *node, size_t i)
	Disconnect the i-th input from all outputs.
int	gnn_weight_freeze_connection (gnn_node *node, size_t i, size_t j)
	Freeze a connection.
int	gnn_weight_unfreeze_connection (gnn_node *node, size_t i, size_t j)
	Unfreeze a connection.
int	gnn_weight_freeze_all_connections (gnn_node *node)
	Freeze all connections.
int	gnn_weight_unfreeze_all_connections (gnn_node *node)
	Unfreeze all connections.
int	gnn_weight_connect_bias (gnn_node *node, size_t j, double strength)
	Connects a bias.
int	gnn_weight_disconnect_bias (gnn_node *node, size_t j)
	Disconnects a bias.
int	gnn_weight_connect_all_bias (gnn_node *node, double strength)
	Connects all biases.
int	gnn_weight_disconnect_all_bias (gnn_node *node)
	Disconnects all biases.
int	gnn_weight_freeze_bias (gnn_node *node, size_t j)
	Freeze a bias.
int	gnn_weight_unfreeze_bias (gnn_node *node, size_t j)
	Unfreeze a bias.
int	gnn_weight_freeze_all_biases (gnn_node *node)
	Freeze all biases.
int	gnn_weight_unfreeze_all_biases (gnn_node *node)
	Unfreeze all biases.

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Function Documentation

int gnn_weight_hadamard_recurse (  gsl_matrix *    A, double    fact )  [static]

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