gaussian_process.cpp File Reference

#include "gaussian_process.hpp"
#include <climath/linalg.h>
#include <Eigen/Dense>
#include <cmath>
#include <iostream>
#include <utils/ndarrays.hpp>

Go to the source code of this file.

Functions
void	gp_covariance (KernelFunction_t kernel, double **cov, double const *x, double const *s, int n, double l)
void	gp_covariance2 (KernelFunction_t kernel, double **cov, double const *x1, double const *s1, int n1, double const *x2, double const *s2, int n2, double l)
double	gp_predict (KernelFunction_t kernel, double *arr2, double const *x2, double const *s2, int n2, double const *arr1, double const *x1, double const *s1, int n1, double len)
double	gp_lnprior (KernelFunction_t kernel, double const *arr1, double const *x1, double const *s1, int n1, double len)

Function Documentation

gp_covariance()

void gp_covariance	(	KernelFunction_t	kernel,
		double **	cov,
		double const *	x,
		double const *	s,
		int	n,
		double	l
	)

Definition at line 11 of file gaussian_process.cpp.

gp_covariance2()

void gp_covariance2	(	KernelFunction_t	kernel,
		double **	cov,
		double const *	x1,
		double const *	s1,
		int	n1,
		double const *	x2,
		double const *	s2,
		int	n2,
		double	l
	)

Definition at line 19 of file gaussian_process.cpp.

gp_predict()

double gp_predict	(	KernelFunction_t	kernel,
		double *	arr2,
		double const *	x2,
		double const *	s2,
		int	n2,
		double const *	arr1,
		double const *	x1,
		double const *	s1,
		int	n1,
		double	len
	)

Definition at line 28 of file gaussian_process.cpp.

gp_lnprior()

double gp_lnprior	(	KernelFunction_t	kernel,
		double const *	arr1,
		double const *	x1,
		double const *	s1,
		int	n1,
		double	len
	)

Definition at line 59 of file gaussian_process.cpp.