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/**
* @file libGenSVM.h
* @author Gertjan van den Burg
* @date August, 2013
* @brief Header file for the core GenSVM library libGenSVM.c
*
* @details
* The core computational routines for GenSVM are defined in libGenSVM.c.
* This file contains function declarations for these functions.
*
*/
/**
* @todo
* rename this file and libGenSVM.c to correspond with the lowercase convention.
* Also change the name of the include guard.
*/
#ifndef LIBGENSVM_H
#define LIBGENSVM_H
// forward declarations
struct GenData;
struct GenModel;
// function declarations
void gensvm_simplex_gen(long K, double *U);
void gensvm_category_matrix(struct GenModel *model, struct GenData *data);
void gensvm_simplex_diff(struct GenModel *model, struct GenData *dataset);
void gensvm_calculate_errors(struct GenModel *model, struct GenData *data,
double *ZV);
void gensvm_calculate_huber(struct GenModel *model);
void gensvm_step_doubling(struct GenModel *model);
void gensvm_seed_model_V(struct GenModel *from_model,
struct GenModel *to_model, struct GenData *data);
void gensvm_initialize_weights(struct GenData *data, struct GenModel *model);
#endif
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