API

Following API doc supports:

• Python wrapper

• R wrapper

• Octave wrapper

• Matlab wrapper

Python/R/Matlab/Octave syntaxes are almost identical, just diverging through some basic language elements:

Python	R	Matlab/Octave
a = b	a <- b	a = b
True	TRUE	true
False	FALSE	false
None	NULL	[]
a.b()	a$b()	a.b()

Contructors

• Kriging
• Kriging::update
• Kriging::copy
• Kriging::save & Kriging::load
• NuggetKriging
• NuggetKriging::update
• NuggetKriging::copy
• NuggetKriging::save & NuggetKriging::load
• NoiseKriging
• NoiseKriging::update
• NoiseKriging::copy
• NoiseKriging::save & NoiseKriging::load

Fit objective

• Kriging::fit
• Kriging::logLikelihood
• Kriging::logLikelihoodFun
• Kriging::leaveOneOut
• Kriging::leaveOneOutFun
• Kriging::leaveOneOutVec
• Kriging::logMargPost
• Kriging::logMargPostFun
• NuggetKriging::fit
• NuggetKriging::logLikelihood
• NuggetKriging::logLikelihoodFun
• NuggetKriging::logMargPost
• NuggetKriging::logMargPostFun
• NoiseKriging::fit
• NoiseKriging::logLikelihood
• NoiseKriging::logLikelihoodFun

Prediction and simulation

• Kriging::predict
• Kriging::simulate
• Kriging::update_simulate
• NuggetKriging::predict
• NuggetKriging::simulate
• NuggetKriging::update_simulate
• NoiseKriging::predict
• NoiseKriging::simulate
• NoiseKriging::update_simulate