1 files changed, 38 insertions, 0 deletions
diff --git a/include/gensvm_kernel.h b/include/gensvm_kernel.h
new file mode 100644
index 0000000..bf46bbc
--- /dev/null
+++ b/include/gensvm_kernel.h
@@ -0,0 +1,38 @@
+/**
+ * @file gensvm_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 MSVMGen. Additional kernel functions should be 
+ * included here and in gensvm_kernel.c
+ *
+ */
+
+#ifndef GENSVM_KERNEL_H
+#define GENSVM_KERNEL_H
+
+#include "globals.h"
+
+// forward declarations
+struct GenData;
+struct GenModel;
+
+// function declarations
+void gensvm_make_kernel(struct GenModel *model, struct GenData *data);
+
+long gensvm_make_eigen(double *K, long n, double **P, double **Lambda);
+
+void gensvm_make_crosskernel(struct GenModel *model,
+	       	struct GenData *data_train, struct GenData *data_test,
+		double **K2);
+
+double gensvm_compute_rbf(double *x1, double *x2, double *kernelparam,
+		long n);
+double gensvm_compute_poly(double *x1, double *x2, double *kernelparam,
+		long n);
+double gensvm_compute_sigmoid(double *x1, double *x2, double *kernelparam,
+		long n);
+#endif