Public Member Functions | Public Attributes
gaussian_process::SingleGP Class Reference

#include <SingleGP.h>

List of all members.

Public Member Functions

void BuildGP ()
void Evaluate (TDoubleVector data, double &targetMean, double &targetVar)
double GetDataLikelihood ()
void OptimizeGP ()
void Reset ()
void SetData (TVector< TDoubleVector > &dataPoints, TVector< double > &targetPoints)
 SingleGP (CovFuncND initialCovFunc, double initialSigmaNoise)
 ~SingleGP ()

Public Attributes

CovFuncND covFunc
TVector< TDoubleVectordataPoints
GPReg< TDoubleVectorGP
CovFuncND initialCovFunc
double initialSigmaNoise
double mean
double sigmaNoise
TVector< double > targetPoints
double var

Detailed Description

Definition at line 13 of file SingleGP.h.


Constructor & Destructor Documentation

gaussian_process::SingleGP::SingleGP ( CovFuncND  initialCovFunc,
double  initialSigmaNoise 
)

Definition at line 15 of file SingleGP.cpp.

Definition at line 27 of file SingleGP.cpp.


Member Function Documentation

Definition at line 49 of file SingleGP.cpp.

void gaussian_process::SingleGP::Evaluate ( TDoubleVector  data,
double &  targetMean,
double &  targetVar 
)

Definition at line 90 of file SingleGP.cpp.

Definition at line 104 of file SingleGP.cpp.

Definition at line 73 of file SingleGP.cpp.

Definition at line 32 of file SingleGP.cpp.

void gaussian_process::SingleGP::SetData ( TVector< TDoubleVector > &  dataPoints,
TVector< double > &  targetPoints 
)

Definition at line 40 of file SingleGP.cpp.


Member Data Documentation

Definition at line 18 of file SingleGP.h.

Definition at line 21 of file SingleGP.h.

Definition at line 23 of file SingleGP.h.

Definition at line 15 of file SingleGP.h.

Definition at line 16 of file SingleGP.h.

Definition at line 24 of file SingleGP.h.

Definition at line 19 of file SingleGP.h.

Definition at line 22 of file SingleGP.h.

Definition at line 24 of file SingleGP.h.


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


gaussian_process
Author(s): Maintained by Juergen Sturm
autogenerated on Mon Oct 6 2014 00:09:34