GPNonStatReg< TInput > Class Template Reference

#include <gpNonStatReg.hpp>

List of all members.

Public Member Functions
void	buildGP ()
void	evalGP (const TInput &x, double &mean, double &var)
void	evalGP (const TInput &x, double &mean)
	GPNonStatReg (double ell, double ellMean, double sf2, double noise)
void	setDataPoints (TVector< TInput > &dataPoints, TVector< double > &targets, TVector< double > &ellTargets)
	~GPNonStatReg ()
Public Attributes
CovNonStatSE	m_covFunc
GPReg< TInput >	m_dataGP
TVector< TInput >	m_dataPoints
Cov1dSE	m_ellPriorCovFunc
GPReg< TInput >	m_ellPriorGP
TVector< double >	m_ellTargets
double	m_noise
int	m_numDataPoints
TVector< double >	m_targets

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Detailed Description

template<class TInput>
class GPNonStatReg< TInput >

Definition at line 111 of file gpNonStatReg.hpp.

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Constructor & Destructor Documentation

template<class TInput >

GPNonStatReg< TInput >::GPNonStatReg	(	double	ell,
		double	ellMean,
		double	sf2,
		double	noise
	)		[inline]

Definition at line 119 of file gpNonStatReg.hpp.

template<class TInput >

GPNonStatReg< TInput >::~GPNonStatReg

(

)

[inline]

Definition at line 129 of file gpNonStatReg.hpp.

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Member Function Documentation

template<class TInput >

void GPNonStatReg< TInput >::buildGP

(

)

[inline]

Definition at line 146 of file gpNonStatReg.hpp.

template<class TInput >

void GPNonStatReg< TInput >::evalGP	(	const TInput &	x,
		double &	mean,
		double &	var
	)		[inline]

Definition at line 159 of file gpNonStatReg.hpp.

template<class TInput >

void GPNonStatReg< TInput >::evalGP	(	const TInput &	x,
		double &	mean
	)		[inline]

Definition at line 167 of file gpNonStatReg.hpp.

template<class TInput >

void GPNonStatReg< TInput >::setDataPoints	(	TVector< TInput > &	dataPoints,
		TVector< double > &	targets,
		TVector< double > &	ellTargets
	)		[inline]

Definition at line 135 of file gpNonStatReg.hpp.

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Member Data Documentation

template<class TInput >

CovNonStatSE GPNonStatReg< TInput >::m_covFunc

Definition at line 182 of file gpNonStatReg.hpp.

template<class TInput >

GPReg<TInput> GPNonStatReg< TInput >::m_dataGP

Definition at line 183 of file gpNonStatReg.hpp.

template<class TInput >

TVector<TInput> GPNonStatReg< TInput >::m_dataPoints

Definition at line 177 of file gpNonStatReg.hpp.

template<class TInput >

Cov1dSE GPNonStatReg< TInput >::m_ellPriorCovFunc

Definition at line 180 of file gpNonStatReg.hpp.

template<class TInput >

GPReg<TInput> GPNonStatReg< TInput >::m_ellPriorGP

Definition at line 181 of file gpNonStatReg.hpp.

template<class TInput >

TVector<double> GPNonStatReg< TInput >::m_ellTargets

Definition at line 185 of file gpNonStatReg.hpp.

template<class TInput >

double GPNonStatReg< TInput >::m_noise

Definition at line 186 of file gpNonStatReg.hpp.

template<class TInput >

int GPNonStatReg< TInput >::m_numDataPoints

Definition at line 176 of file gpNonStatReg.hpp.

template<class TInput >

TVector<double> GPNonStatReg< TInput >::m_targets

Definition at line 178 of file gpNonStatReg.hpp.

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

• gpNonStatReg.hpp