#include <SingleGP.h>
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< TDoubleVector > | dataPoints |
GPReg< TDoubleVector > | GP |
CovFuncND | initialCovFunc |
double | initialSigmaNoise |
double | mean |
double | sigmaNoise |
TVector< double > | targetPoints |
double | var |
Definition at line 13 of file SingleGP.h.
gaussian_process::SingleGP::SingleGP | ( | CovFuncND | initialCovFunc, |
double | initialSigmaNoise | ||
) |
Definition at line 15 of file SingleGP.cpp.
Definition at line 27 of file SingleGP.cpp.
void gaussian_process::SingleGP::BuildGP | ( | ) |
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.
void gaussian_process::SingleGP::Reset | ( | ) |
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.
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.