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gnn_weight_decay.c File Reference

#include <math.h>
#include "gnn_weight_decay.h"

Include dependency graph for gnn_weight_decay.c:

Go to the source code of this file.

Data Structures
struct	_gnn_weight_decay
Typedefs
typedef _gnn_weight_decay	gnn_weight_decay
Functions
double	gnn_weight_decay_e (gnn_criterion *crit, const gsl_vector *y, const gsl_vector *t)
	The evaluation function.
int	gnn_weight_decay_dy (gnn_criterion *crit, const gsl_vector *y, const gsl_vector *t, gsl_vector *dy)
	The gradient evaluation function.
void	gnn_weight_decay_destroy (gnn_criterion *crit)
	The destroy function.
gnn_criterion *	gnn_weight_decay_new (gnn_criterion *crit, double nu, gnn_node *node)
	Creates a Weight Decay regularization for gnn_weight : Affine / Linear Transform.
gnn_criterion *	gnn_weight_decay_new_with_type (gnn_criterion *crit, double nu, gnn_node *node, const char *type)
	Creates a Weight Decay regularization for a given type.
gnn_criterion *	gnn_weight_decay_new_with_pbundle (gnn_criterion *crit, double nu, gnn_pbundle *pb)
	Creates a Weight Decay regularization for a given parameter bundle.
int	gnn_weight_decay_set_nu (gnn_criterion *crit, double nu)
	Sets the regularization coefficient.
double	gnn_weight_decay_get_nu (gnn_criterion *crit)
	Gets the regularization coefficient.

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Typedef Documentation

typedef struct _gnn_weight_decay gnn_weight_decay

Definition at line 55 of file gnn_weight_decay.c.

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