---

gnn_weight_elimination.c File Reference

#include <math.h>
#include "gnn_utilities.h"
#include "gnn_weight_elimination.h"

Include dependency graph for gnn_weight_elimination.c:

Go to the source code of this file.

Data Structures
struct	_gnn_weight_elimination
Typedefs
typedef _gnn_weight_elimination	gnn_weight_elimination
Functions
double	gnn_weight_elimination_e (gnn_criterion *crit, const gsl_vector *y, const gsl_vector *t)
	The evaluation function.
int	gnn_weight_elimination_dy (gnn_criterion *crit, const gsl_vector *y, const gsl_vector *t, gsl_vector *dy)
	The gradient evaluation function.
void	gnn_weight_elimination_destroy (gnn_criterion *crit)
	The destroy function.
gnn_criterion *	gnn_weight_elimination_new (gnn_criterion *crit, double nu, double wp, gnn_node *node)
	Creates a Weight Elimination regularization for gnn_weight : Affine / Linear Transform.
gnn_criterion *	gnn_weight_elimination_new_with_type (gnn_criterion *crit, double nu, double wp, gnn_node *node, const char *type)
	Creates a Weight Elimination regularization for a given type.
gnn_criterion *	gnn_weight_elimination_new_with_pbundle (gnn_criterion *crit, double nu, double wp, gnn_pbundle *pb)
	Creates a Weight Elimination regularization for a given pbundle.
int	gnn_weight_elimination_set_nu (gnn_criterion *crit, double nu)
	Sets the regularization coefficient.
double	gnn_weight_elimination_get_nu (gnn_criterion *crit)
	Gets the regularization coefficient.
int	gnn_weight_elimination_set_wp (gnn_criterion *crit, double wp)
	Sets the scale parameter .
double	gnn_weight_elimination_get_wp (gnn_criterion *crit)
	Gets the current scale parameter .
int	gnn_weight_elimination_prun (gnn_criterion *crit, double th)
	Perform parameter pruning.

---

Typedef Documentation

typedef struct _gnn_weight_elimination gnn_weight_elimination

Definition at line 75 of file gnn_weight_elimination.c.

---