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>).

Getting started

Package details

AuthorKellin Rumsey [aut, cre]
MaintainerKellin Rumsey <knrumsey@lanl.gov>
LicenseGPL (>= 3)
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("leapgp")

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leapgp documentation built on Sept. 11, 2024, 7:25 p.m.