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
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 06 Mar. 2026.
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
openxlsx
Simplifies the creation of Excel .xlsx files by providing a
high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jan Marvin Garbuszus (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
lbfgs
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Antonio Coppola (view profile)
solitude
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Komala Sheshachala Srikanth (view profile)
mlr3viz
Visualization package of the 'mlr3' ecosystem. It features plots
for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marc Becker (view profile)
DatabionicSwarm
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Thrun (view profile)
26,264
R Packages
223,360
Dependencies
70,376
Author Associations
26,265
Publication Badges
