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RBM.h

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#ifndef RBM_H

#define RBM_H

typedef struct {

int N;

int n_visible;

int n_hidden;

double **W;

double *hbias;

double *vbias;

} RBM;

void RBM__construct(RBM*, int, int, int, double**, double*, double*);

void RBM__destruct(RBM*);

void RBM_contrastive_divergence(RBM*, int*, double, int);

void RBM_sample_h_given_v(RBM*, int*, double*, int*);

void RBM_sample_v_given_h(RBM*, int*, double*, int*);

double RBM_propup(RBM*, int*, double*, double);

double RBM_propdown(RBM*, int*, int, double);

void RBM_gibbs_hvh(RBM*, int*, double*, int*, double*, int*);

void RBM_reconstruct(RBM*, int*, double*);

#endif