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leapgp  

Localized Ensemble of Approximate Gaussian Processes
View on CRAN: Click here


Download and install leapgp package within the R console
Install from CRAN:
install.packages("leapgp")

Install from Github:
library("remotes")
install_github("cran/leapgp")

Install by package version:
library("remotes")
install_version("leapgp", "1.0.0")



Attach the package and use:
library("leapgp")
Maintained by
Kellin Rumsey
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-08-01
Latest Update: 2024-08-01
Description:
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>).
How to cite:
Kellin Rumsey (2024). leapgp: Localized Ensemble of Approximate Gaussian Processes. R package version 1.0.0, https://cran.r-project.org/web/packages/leapgp. Accessed 31 Jan. 2025.
Previous versions and publish date:
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Complete documentation for leapgp
Functions, R codes and Examples using the leapgp R package
Full leapgp package functions and examples
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