gaussian_process Class Reference

gaussian process More...

#include <gaussian_process.h>

Public Types
typedef boost::function < double(const Eigen::VectorXd &, const Eigen::VectorXd &) >	covariance
	covariance functor type

Public Member Functions
void	evaluate (const Eigen::MatrixXd &domains, Eigen::VectorXd &means, Eigen::VectorXd &variances) const
	evaluate
std::pair< double, double >	evaluate (const Eigen::MatrixXd &domain) const
	evaluate a single domain, return mean-variance pair
	gaussian_process (const Eigen::MatrixXd &domains, const Eigen::VectorXd &targets, const gaussian_process::covariance &covariance, double self_covariance=0)
	constructor

Detailed Description

gaussian process

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The documentation for this class was generated from the following files:

• gaussian_process.h
• gaussian_process.cpp