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/**
* @file gensvm_optimize.h
* @author Gertjan van den Burg
* @date August, 2013
* @brief Header file for gensvm_optimize.c
*
* @details
* Contains function declarations for functions used to train a single
* GenModel.
*
*/
#ifndef GENSVM_OPTIMIZE_H
#define GENSVM_OPTIMIZE_H
#include "gensvm_sv.h"
#include "gensvm_simplex.h"
#include "gensvm_update.h"
// function declarations
void gensvm_optimize(struct GenModel *model, struct GenData *data);
double gensvm_get_loss(struct GenModel *model, struct GenData *data,
struct GenWork *work);
void gensvm_calculate_errors(struct GenModel *model, struct GenData *data,
double *ZV);
void gensvm_calculate_ZV_dense(struct GenModel *model, struct GenData *data,
double *ZV);
void gensvm_calculate_ZV_sparse(struct GenModel *model, struct GenData *data,
double *ZV);
void gensvm_calculate_huber(struct GenModel *model);
void gensvm_step_doubling(struct GenModel *model);
#endif
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