R Observatory: Metrics for GPvecchia version 0.1.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

GPvecchia

0.1.8

Scalable Gaussian-Process Approximations

3packages depend

5.5Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Marcin JurekFirst published 2019-10-027 releasesCRAN page ↗

Fast scalable Gaussian process approximations, particularly well suited to spatial (aerial, remote-sensed) and environmental data, described in more detail in Katzfuss and Guinness (2017) doi:10.48550/arXiv.1708.06302. Package also contains a fast implementation of the incomplete Cholesky decomposition (IC0), based on Schaefer et al. (2019) doi:10.48550/arXiv.1706.02205 and MaxMin ordering proposed in Guinness (2018) doi:10.48550/arXiv.1609.05372.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("GPvecchia", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-gpvecchia

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-GPvecchia

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-GPvecchia

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 4.7 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.25

0.0%

Coverage · measured lines

100%

Documentation · exports

9

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 1 earlier snapshots

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 279 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 90%
Documented parameters: 97%
Return-value docs: 100%
References docs: 0%

Downloads

5.5K

CRAN downloads in the past year

Rank #5,855 · ~15/day · ~454/mo

Releases R versions

Daily download trend is not available in this view yet.

27830 days

1.4K90 days

5.5K1 year

Compare downloads with other packages →

Also on439 r2u20 autocran

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (9)

Rcppmethodsstatssparseinv fields Matrix(>= 1.5.1)parallelGpGp FNN

LinkingTo (3)

Rcpp RcppArmadillo BH

Suggests (4)

mvtnorm knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

VeccTMVN bhetGP tinyVAST

Code & Tests

People & History

People (7)

Maintainer (1)

Marcin Jurek

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Contributors (3)

Joe Guinness

Contributor

Florian Schaefer

Contributor · added in 0.1.2

Jingjie Zhang

Contributor

Package Timeline

7 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1.8Latest
2026-01-31 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.1.7
2024-03-12 · diff ↗
0.1.6
2024-02-08 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.1.4
2022-10-24 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.1.3
2020-04-22 · diff ↗
0.1.2
2020-04-14 · diff ↗
unarchivedReturned to CRAN
2020-04-14
archivedRemoved from CRAN
2019-10-17
check errors were not corrected in time ASAN/valgrind (including heap overflow on attempted fix)
0.1.0
2019-10-02

Show 1 earlier events

R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-10-02
Total releases: 7 / 7 yrs
License: GPL (>= 2) OSI
Download size: 186 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("GPvecchia")

Format

Jurek, M., Gong, W., Guinness, J., Katzfuss, M., Schaefer, F., Zhang, J., & Zilber, D. (2026). GPvecchia: Scalable Gaussian-Process Approximations (Version 0.1.8) [Computer software]. https://doi.org/10.32614/CRAN.package.GPvecchia

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for GPvecchia version 0.1.8 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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