R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
laGP
View on CRAN: Click
here
Download and install laGP package within the R console
Install from CRAN:
install.packages("laGP")
Install from Github:
library("remotes")
install_github("cran/laGP")
Install by package version:
library("remotes")
install_version("laGP", "1.5-9")
Attach the package and use:
library("laGP")
Maintained by
Robert B. Gramacy
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.laGP . https://bobby.gramacy.com/r_packages/laGP/ . laGP citation info . laGP results . laGP.pdf . a guide to the laGP package . laGP_1.5-9.tar.gz . laGP_1.5-9.zip . laGP_1.5-9.zip . laGP_1.5-9.zip . laGP_1.5-9.tgz . laGP_1.5-9.tgz . laGP_1.5-9.tgz . laGP_1.5-9.tgz . laGP_1.5-9.tgz . laGP_1.5-9.tgz . laGP archive . https://CRAN.R-project.org/package=laGP .
First Published: 2013-10-09
Latest Update: 2023-03-14
Description:
Performs approximate GP regression for large computer experiments and spatial datasets. The approximation is based on finding small local designs for prediction (independently) at particular inputs. OpenMP and SNOW parallelization are supported for prediction over a vast out-of-sample testing set; GPU acceleration is also supported for an important subroutine. OpenMP and GPU features may require special compilation. An interface to lower-level (full) GP inference and prediction is provided. Wrapper routines for blackbox optimization under mixed equality and inequality constraints via an augmented Lagrangian scheme, and for large scale computer model calibration, are also provided. For details and tutorial, see Gramacy (2016 .
How to cite:
Robert B. Gramacy (2013). laGP: Local Approximate Gaussian Process Regression. R package version 1.5-9, https://cran.r-project.org/web/packages/laGP. Accessed 11 Apr. 2025.
Previous versions and publish date:
1.0 (2013-10-09 15:58), 1.1-1 (2014-09-03 18:08), 1.1-2 (2014-10-17 20:35), 1.1-3 (2014-10-31 06:07), 1.1-5 (2015-05-27 01:37), 1.1 (2014-03-20 15:52), 1.2-1 (2015-09-18 22:02), 1.2 (2015-09-17 22:50), 1.3-1 (2017-01-05 19:03), 1.3-2 (2017-01-09 21:46), 1.3 (2016-08-07 09:40), 1.4 (2017-06-02 09:14), 1.5-1 (2017-11-15 08:32), 1.5-2 (2018-07-25 16:50), 1.5-3 (2018-12-08 00:40), 1.5-5 (2019-09-07 18:30), 1.5-6 (2022-04-03 21:50), 1.5-7 (2022-06-27 10:40), 1.5-8 (2022-10-23 12:52), 1.5 (2017-09-25 20:11)
Other packages that cited laGP R package
View laGP citation profile
Other R packages that laGP depends,
imports, suggests or enhances
Complete documentation for laGP
Functions, R codes and Examples using
the laGP R package
Some associated functions: aGP . alcGP . blhs . darg . deleteGP . discrep.est . distance . fcalib . laGP . llikGP . mleGP . newGP . optim.auglag . predGP . randLine .
Some associated R codes: blhs.R . calib.R . gp.R . gp_sep.R . laGP.R . laGP_sep.R . optim.R . parallel.R . prior.R . randLine.R . util.R . Full laGP package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
extrafrail
Provide estimation and data generation tools for some new multivariate frailty models.
This version ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Diego Gallardo (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
Rwtss
Allows remote access to satellite image time
series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Felipe Souza (view profile)
GenAlgo
Defines classes and methods that can be used
to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kevin R. Coombes (view profile)
multIntTestFunc
Provides implementations of functions that can be used to
test multivariate integration routines. T ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Klaus Herrmann (view profile)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
