Other packages > Find by keyword >

bigGP  

Distributed Gaussian Process Calculations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bigGP", "0.1.9")



Attach the package and use:
library("bigGP")
Maintained by
Christopher Paciorek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-06-04
Latest Update: 2025-04-09
Description:
Distributes Gaussian process calculations across nodes in a distributed memory setting, using Rmpi. The bigGP class provides high-level methods for maximum likelihood with normal data, prediction, calculation of uncertainty (i.e., posterior covariance calculations), and simulation of realizations. In addition, bigGP provides an API for basic matrix calculations with distributed covariance matrices, including Cholesky decomposition, back/forwardsolve, crossproduct, and matrix multiplication.
How to cite:
Christopher Paciorek (2013). bigGP: Distributed Gaussian Process Calculations. R package version 0.1.9, https://cran.r-project.org/web/packages/bigGP. Accessed 14 Mar. 2026.
Previous versions and publish date:
0.1-2 (2013-06-04 16:01), 0.1-3 (2014-05-24 19:28), 0.1-4 (2014-12-06 07:21), 0.1-5 (2015-01-21 07:22), 0.1-6 (2015-07-08 13:49), 0.1-7 (2021-10-31 00:30), 0.1.8 (2023-04-25 22:50)
Other packages that cited bigGP R package
View bigGP citation profile
Other R packages that bigGP depends, imports, suggests or enhances
Complete documentation for bigGP
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

BeviMed  
Bayesian Evaluation of Variant Involvement in Mendelian Disease
A fast integrative genetic association test for rare diseases based on a model for disease status gi ...
Download / Learn more Package Citations See dependency  
modelROC  
Model Based ROC Analysis
The ROC curve method is one of the most important and commonly usedmethods for model accuracy assess ...
Download / Learn more Package Citations See dependency  
POV  
Partition of Variation Variance Component Analysis Method
An implementation of the Partition Of variation (POV) method as developed by Dr. Thomas A Little ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
IMmailgun  
Send Emails using 'Mailgun'
Send emails using the 'mailgun' api. To use this package you will need an account from ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,526

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA