GauPro: Gaussian Process Fitting
Version 0.1.0

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'.

AuthorCollin Erickson
Date of publication2016-10-12 00:39:56
MaintainerCollin Erickson <collinberickson@gmail.com>
LicenseGPL-3
Version0.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("GauPro")

Getting started

README.md

Popular man pages

corr_gauss_matrix: Title
GauPro: Class providing object with methods for fitting a GP model
See all...

All man pages Function index File listing

Man pages

corr_gauss_matrix: Title
GauPro: Class providing object with methods for fitting a GP model

Functions

GauPro Man page
cholC Source code
corr_gauss_matrix Man page Source code
corr_gauss_matrixC Source code
corr_gauss_matrix_noC Source code
corr_gauss_matrix_symC Source code
corr_gauss_noC Source code
devianceCC Source code
deviance_fngr_joint Source code
deviance_fngr_nug Source code
deviance_fngr_theta Source code
deviance_grad_joint Source code
deviance_grad_nug Source code
deviance_grad_theta Source code
deviance_part Source code
fngr Source code
grad_share Source code
lbfgs_share Source code
make_share Source code
optim_share Source code
pred_cov Source code
pred_meanC Source code
pred_var Source code
quad_share Source code
rcpp_hello_world Source code
solveC Source code

Files

tests
tests/testthat.R
tests/testthat
tests/testthat/test_1D.R
src
src/Makevars
src/armadillotest.cpp
src/deviance_grad.cpp
src/deviance.cpp
src/deviance_fngr.cpp
src/pred_mean.cpp
src/Makevars.win
src/RcppExports.cpp
src/corr_gauss_matrix.cpp
src/armadillotest2.cpp
src/hello_world.cpp
NAMESPACE
NEWS.md
R
R/corr.R
R/GauPro.R
R/RcppExports.R
R/grad_share.R
README.md
MD5
DESCRIPTION
man
man/GauPro.Rd
man/corr_gauss_matrix.Rd
GauPro documentation built on May 19, 2017, 11:17 a.m.

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