major refactor of the code

1 files changed, 36 insertions, 0 deletions

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