From 044dc5a93c33d7aa4c9c98a626890c16446a56fc Mon Sep 17 00:00:00 2001 From: Gertjan van den Burg Date: Mon, 16 May 2016 18:47:09 +0200 Subject: major refactor of the code --- include/gensvm_optimize.h | 36 ++++++++++++++++++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 include/gensvm_optimize.h (limited to 'include/gensvm_optimize.h') diff --git a/include/gensvm_optimize.h b/include/gensvm_optimize.h new file mode 100644 index 0000000..7a23bdb --- /dev/null +++ b/include/gensvm_optimize.h @@ -0,0 +1,36 @@ +/** + * @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 "gensvm_sv.h" +#include "gensvm_print.h" +#include "gensvm_simplex.h" + +// 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); +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); +int dposv(char UPLO, int N, int NRHS, double *A, int LDA, double *B, int LDB); +int dsysv(char UPLO, int N, int NRHS, double *A, int LDA, int *IPIV, double *B, + int LDB, double *WORK, int LWORK); + +#endif -- cgit v1.2.3