added documentation, restart git usage, start implementing kernels

1 files changed, 32 insertions, 0 deletions

diff --git a/include/msvmmaj_kernel.h b/include/msvmmaj_kernel.h
new file mode 100644
index 0000000..69bf267
--- /dev/null
+++ b/include/msvmmaj_kernel.h
@@ -0,0 +1,32 @@
+/**
+ * @file msvmmaj_kernel.h
+ * @author Gertjan van den Burg
+ * @date January, 2014
+ * @brief Header file for kernel functionality
+ *
+ * @details
+ * Contains function declarations for computing the kernel matrix
+ * in nonlinear MSVMMaj. Additional kernel functions should be 
+ * included here and in msvmmaj_kernel.c
+ *
+ */
+
+#ifndef MSVMMAJ_KERNEL_H
+#define MSVMMAJ_KERNEL_H
+
+#include "globals.h"
+
+// forward declarations
+struct MajData;
+struct MajModel;
+
+// function declarations
+void msvmmaj_make_kernel(struct MajModel *model, struct MajData *data);
+
+double msvmmaj_compute_rbf(double *x1, double *x2, double *kernelparam,
+		long n);
+double msvmmaj_compute_poly(double *x1, double *x2, double *kernelparam,
+		long n);
+double msvmmaj_compute_sigmoid(double *x1, double *x2, double *kernelparam,
+		long n);
+#endif