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/**
* @file gensvm_optimize.h
* @author G.J.J. van den Burg
* @date 2013-08-01
* @brief Header file for gensvm_optimize.c
*
* @details
* Contains function declarations for functions used to train a single
* GenModel.
*
* @copyright
Copyright 2016, G.J.J. van den Burg.
This file is part of GenSVM.
GenSVM is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
GenSVM is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with GenSVM. If not, see <http://www.gnu.org/licenses/>.
*/
#ifndef GENSVM_OPTIMIZE_H
#define GENSVM_OPTIMIZE_H
#include "gensvm_sv.h"
#include "gensvm_simplex.h"
#include "gensvm_predict.h"
#include "gensvm_update.h"
#include "gensvm_zv.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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