R Observatory: Metrics for BayesGPfit version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

BayesGPfit

1.1.0Package record

Fast Bayesian Gaussian Process Regression Fitting

1packages depend

3.6Kdownloads / year

–test coverage

10/13flavors OK

Overview

About

Maintained by Jian KangCRAN page ↗

Bayesian inferences on nonparametric regression via Gaussian Processes with a modified exponential square kernel using a basis expansion approach.

Install

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

install.packages("BayesGPfit", 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-bayesgpfit

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-BayesGPfit

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-BayesGPfit

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

3NOTE10OK

Check messages

NOTEC++ specificationr-devel-windows-x86_64, r-oldrel-windows-x86_64, r-release-windows-x86_64

r-devel-windows-x86_64, r-release-windows-x86_64

Obsolete C++11 standard request will be ignored

r-oldrel-windows-x86_64

Specified C++11: please drop specification unless essential

CRAN check page ↗

Slowest check: 2.3 min · r-devel-windows-x86_64

Status changes

NOTE10 OK, 3 NOTENow
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.0

READMEYes · 41 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 14
Examples that run: 100%14 run in a plain check
Exported functions with examples: 100%
Documented parameters: 99%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

3.6K

CRAN downloads in the past year

Rank #9,193 · ~10/day · ~303/mo

Releases R versions

Daily download trend is not available in this view yet.

33430 days

1.1K90 days

3.6K1 year

Compare downloads with other packages →

Also on397 r2u13 autocran61 c2d4u

How downloads are counted

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Installing BayesGPfit adds no packages beyond those that come with R.

Depends (1)

lattice

Imports (1)

stats

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

BSPBSS

How these are counted

Code & Tests

People & History

People (2)

Jian Kang

Author, Maintainer since 0.1.0 (2020)

John Burkardt

Contributor

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.1.0Latest
record
2022-08-06 · current release · diff ↗ ·
added 2 exports
GP.eigen.funcs.fast.orth, GP.simulate.curves.fast
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
0.1.0
record
2020-02-20
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-02-20
Total releases: 2 / 6 yrs
License: GPL-2 OSI
Download size: 28 KB

Appears in task views

Bayesian Inference

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("BayesGPfit")

Format

Kang, J., & Burkardt, J. (2022). BayesGPfit: Fast Bayesian Gaussian Process Regression Fitting (Version 1.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.BayesGPfit

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 BayesGPfit version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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