libKriging
1.0.0
  • Installation
  • Usage
  • API
    • Constructors
      • Kriging
      • Kriging::update
      • Kriging::copy
      • Kriging::save & Kriging::load
      • WarpKriging
      • WarpKriging::update
      • WarpKriging::copy
      • WarpKriging::save & WarpKriging::load
      • MLPKriging
      • MLPKriging::update
      • MLPKriging::copy
      • MLPKriging::save & MLPKriging::load
    • Fit objective
      • Kriging::fit
      • Kriging::logLikelihood
      • Kriging::logLikelihoodFun
      • Kriging::leaveOneOut
      • Kriging::leaveOneOutFun
      • Kriging::leaveOneOutVec
      • Kriging::logMargPost
      • Kriging::logMargPostFun
      • WarpKriging::fit
      • WarpKriging::logLikelihood
      • WarpKriging::logLikelihoodFun
      • MLPKriging::fit
      • MLPKriging::logLikelihood
      • MLPKriging::logLikelihoodFun
    • Prediction and simulation
      • Kriging::predict
      • Kriging::simulate
      • Kriging::update_simulate
      • WarpKriging::predict
      • WarpKriging::simulate
      • WarpKriging::update_simulate
      • MLPKriging::predict
      • MLPKriging::simulate
      • MLPKriging::update_simulate
  • Mathematical Background
  • References
libKriging
  • API
  • View page source

API

Following API doc supports:

  • Python wrapper

  • R wrapper

  • Octave wrapper

  • Matlab wrapper

  • Julia wrapper

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

Python

R

Matlab/Octave

Julia

a = b

a <- b

a = b

a = b

True

TRUE

true

true

False

FALSE

false

false

None

NULL

[]

nothing

a.b()

a$b()

a.b()

b(a)

Constructors

  • Kriging
  • Kriging::update
  • Kriging::copy
  • Kriging::save & Kriging::load
  • WarpKriging
  • WarpKriging::update
  • WarpKriging::copy
  • WarpKriging::save & WarpKriging::load
  • MLPKriging
  • MLPKriging::update
  • MLPKriging::copy
  • MLPKriging::save & MLPKriging::load

Fit objective

  • Kriging::fit
  • Kriging::logLikelihood
  • Kriging::logLikelihoodFun
  • Kriging::leaveOneOut
  • Kriging::leaveOneOutFun
  • Kriging::leaveOneOutVec
  • Kriging::logMargPost
  • Kriging::logMargPostFun
  • WarpKriging::fit
  • WarpKriging::logLikelihood
  • WarpKriging::logLikelihoodFun
  • MLPKriging::fit
  • MLPKriging::logLikelihood
  • MLPKriging::logLikelihoodFun

Prediction and simulation

  • Kriging::predict
  • Kriging::simulate
  • Kriging::update_simulate
  • WarpKriging::predict
  • WarpKriging::simulate
  • WarpKriging::update_simulate
  • MLPKriging::predict
  • MLPKriging::simulate
  • MLPKriging::update_simulate
Previous Next

© Copyright Apache License.

Built with Sphinx using a theme provided by Read the Docs.