Fits a Gaussian process model to data. Gaussian processes are commonly used in computer experiments to fit an interpolating model. The model is stored as an 'R6' object and can be easily updated with new data. There are options to run in parallel (not for Windows), and 'Rcpp' has been used to speed up calculations. Other R packages that perform similar calculations include 'laGP', 'DiceKriging', 'GPfit', and 'mlegp'.

Documentation

Manual: GauPro.pdf
Vignette: None available.

Maintainer: Collin Erickson <collinberickson at gmail.com>

Author(s): Collin Erickson

Install package and any missing dependencies by running this line in your R console:

install.packages("GauPro")

Depends
Imports Rcpp, R6, lbfgs
Suggests testthat
Enhances
Linking to Rcpp, RcppArmadillo
Reverse
depends
Reverse
imports
Reverse
suggests
Reverse
enhances
Reverse
linking to

Package GauPro
Materials
URL
Task Views
Version 0.1.0
Published 2016-10-12
License GPL-3
BugReports
SystemRequirements
NeedsCompilation yes
Citation
CRAN checks GauPro check results
Package source GauPro_0.1.0.tar.gz