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'.
Author  Collin Erickson 
Date of publication  20161012 00:39:56 
Maintainer  Collin Erickson <collinberickson@gmail.com> 
License  GPL3 
Version  0.1.0 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:





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 
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