Package: leapgp 1.0.0

leapgp: Localized Ensemble of Approximate Gaussian Processes

An emulator designed for rapid sequential emulation (e.g., Markov chain Monte Carlo applications). Works via extension of the 'laGP' approach by Gramacy and Apley (2015 <doi:10.1080/10618600.2014.914442>). Details are given in Rumsey et al. (2023 <doi:10.1002/sta4.576>).

Authors:Kellin Rumsey [aut, cre]

leapgp_1.0.0.tar.gz
leapgp_1.0.0.zip(r-4.5)leapgp_1.0.0.zip(r-4.4)leapgp_1.0.0.zip(r-4.3)
leapgp_1.0.0.tgz(r-4.4-any)leapgp_1.0.0.tgz(r-4.3-any)
leapgp_1.0.0.tar.gz(r-4.5-noble)leapgp_1.0.0.tar.gz(r-4.4-noble)
leapgp_1.0.0.tgz(r-4.4-emscripten)leapgp_1.0.0.tgz(r-4.3-emscripten)
leapgp.pdf |leapgp.html
leapgp/json (API)

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

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.70 score 9 scripts 122 downloads 2 exports 6 dependencies

Last updated 4 months agofrom:1076ba5d5c. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winOKNov 01 2024
R-4.5-linuxOKNov 01 2024
R-4.4-winOKNov 01 2024
R-4.4-macOKNov 01 2024
R-4.3-winOKNov 01 2024
R-4.3-macOKNov 01 2024

Exports:leapGPpredict_leapGP

Dependencies:clusterlaGPmaptreeRANNrparttgp