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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>).

Version: 1.0.0
Imports: laGP, RANN, cluster
Suggests: knitr, rmarkdown, testthat, lhs, tictoc, RColorBrewer
Published: 2024-08-01
DOI: 10.32614/CRAN.package.leapgp
Author: Kellin Rumsey [aut, cre]
Maintainer: Kellin Rumsey <knrumsey at lanl.gov>
License: GPL (≥ 3)
NeedsCompilation: no
Materials: README
CRAN checks: leapgp results

Documentation:

Reference manual: leapgp.pdf

Downloads:

Package source: leapgp_1.0.0.tar.gz
Windows binaries: r-devel: leapgp_1.0.0.zip, r-release: leapgp_1.0.0.zip, r-oldrel: leapgp_1.0.0.zip
macOS binaries: r-release (arm64): leapgp_1.0.0.tgz, r-oldrel (arm64): leapgp_1.0.0.tgz, r-release (x86_64): leapgp_1.0.0.tgz, r-oldrel (x86_64): leapgp_1.0.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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