GPRegressor Class Reference

#include <gpregressor.h>

List of all members.

Public Member Functions
	GPRegressor (double sf2_, double ell_, double noise_)
void	test (const Eigen::MatrixXf &xs, Eigen::MatrixXf &m, Eigen::MatrixXf &s2) const
void	train (const Eigen::MatrixXf &x, const Eigen::MatrixXf &y)
Private Attributes
Eigen::MatrixXf	alpha
double	ell
Eigen::MatrixXf	K
Eigen::MatrixXf	L
double	noise
double	sf2
Eigen::MatrixXf	x

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Detailed Description

Definition at line 8 of file gpregressor.h.

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Constructor & Destructor Documentation

GPRegressor::GPRegressor	(	double	sf2_,
		double	ell_,
		double	noise_
	)		[inline]

Definition at line 10 of file gpregressor.h.

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Member Function Documentation

void GPRegressor::test	(	const Eigen::MatrixXf &	xs,
		Eigen::MatrixXf &	m,
		Eigen::MatrixXf &	s2
	)		const

Definition at line 22 of file gpregressor.cpp.

void GPRegressor::train	(	const Eigen::MatrixXf &	x,
		const Eigen::MatrixXf &	y
	)

Definition at line 13 of file gpregressor.cpp.

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Member Data Documentation

Eigen::MatrixXf GPRegressor::alpha [private]

Definition at line 24 of file gpregressor.h.

double GPRegressor::ell [private]

Definition at line 20 of file gpregressor.h.

Eigen::MatrixXf GPRegressor::K [private]

Definition at line 23 of file gpregressor.h.

Eigen::MatrixXf GPRegressor::L [private]

Definition at line 25 of file gpregressor.h.

double GPRegressor::noise [private]

Definition at line 21 of file gpregressor.h.

double GPRegressor::sf2 [private]

Definition at line 19 of file gpregressor.h.

Eigen::MatrixXf GPRegressor::x [private]

Definition at line 22 of file gpregressor.h.

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

• gpregressor.h
• gpregressor.cpp