leapgp: Localized Ensemble of Approximate Gaussian Processes (original) (raw)
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 |
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| 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 |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | leapgp results |
Documentation:
| Reference manual: | leapgp.html , <leapgp.pdf> |
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Downloads:
| Package source: | leapgp_1.0.0.tar.gz |
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| 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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