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/**
* @file gensvm_train.h
* @author Gertjan van den Burg
* @date August, 2013
* @brief Header file for gensvm_train.c
*
* @details
* Contains function declarations for functions used to train a single
* GenModel.
*
*/
#ifndef GENSVM_TRAIN_H
#define GENSVM_TRAIN_H
#include "globals.h"
//forward declarations
struct GenData;
struct GenModel;
// function declarations
void gensvm_optimize(struct GenModel *model, struct GenData *data);
double gensvm_get_loss(struct GenModel *model, struct GenData *data,
double *ZV);
void gensvm_get_update(struct GenModel *model, struct GenData *data,
double *B, double *ZAZ, double *ZAZV, double *ZAZVT);
#endif
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