Package: rlibkriging 0.9-3

rlibkriging: Kriging Models using the 'libKriging' Library

Interface to 'libKriging' 'C++' library <https://github.com/libKriging> that should provide most standard Kriging / Gaussian process regression features (like in 'DiceKriging', 'kergp' or 'RobustGaSP' packages). 'libKriging' relies on Armadillo linear algebra library (Apache 2 license) by Conrad Sanderson, 'lbfgsb_cpp' is a 'C++' port around by Pascal Have of 'lbfgsb' library (BSD-3 license) by Ciyou Zhu, Richard Byrd, Jorge Nocedal and Jose Luis Morales used for hyperparameters optimization.

Authors:Yann Richet [aut, cre], Pascal Havé [aut], Yves Deville [aut], Conrad Sanderson [ctb], Ciyou Zhu [ctb], Richard Byrd [ctb], Jorge Nocedal [ctb], Jose Luis Morales [ctb], Mike Smith [ctb]

rlibkriging_0.9-3.tar.gz
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manual.pdf |manual.html✨
card.svg |card.png
rlibkriging/json (API)

# Install 'rlibkriging' in R:
install.packages('rlibkriging', repos = c('https://yannrichet-asnr.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/yannrichet-asnr/rlibkriging/issues

Uses libs:
  • openblas– Optimized BLAS
  • arpack– Fortran77 subroutines to solve large scale eigenvalue problems
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

openblasarpackcppopenmp

5.29 score 117 scripts 361 downloads 26 exports 3 dependencies

Last updated from:4f73931bb8. Checks:11 WARNING, 1 OK, 1 FAIL. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64WARNING239
linux-devel-x86_64WARNING242
source / vignettesOK309
linux-release-arm64WARNING230
linux-release-x86_64WARNING239
macos-release-arm64WARNING196
macos-release-x86_64WARNING378
macos-oldrel-arm64WARNING243
macos-oldrel-x86_64WARNING539
windows-develWARNING381
windows-releaseWARNING477
windows-oldrelWARNING345
wasm-releaseFAIL129

Exports:as.kmcopycovMatfitKMKrigingleaveOneOutleaveOneOutFunleaveOneOutVecloadload.Krigingload.NoiseKrigingload.NuggetKriginglogLikelihoodlogLikelihoodFunlogMargPostlogMargPostFunNoiseKMNoiseKrigingNuggetKMNuggetKrigingpredictsavesimulateupdateupdate_simulate

Dependencies:DiceKrigingRcppRcppArmadillo