R Observatory: Metrics for bhetGP version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bhetGP

1.0.2Package record

Bayesian Heteroskedastic Gaussian Processes

0packages depend

6Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Parul V. PatilCRAN page ↗

Performs Bayesian posterior inference for heteroskedastic Gaussian processes. Models are trained through MCMC including elliptical slice sampling (ESS) of latent noise processes and Metropolis-Hastings sampling of kernel hyperparameters. Replicates are handled efficientyly through a Woodbury formulation of the joint likelihood for the mean and noise process (Binois, M., Gramacy, R., Ludkovski, M. (2018) doi:10.1080/10618600.2018.1458625) For large data, Vecchia-approximation for faster computation is leveraged (Sauer, A., Cooper, A., and Gramacy, R., (2023), doi:10.1080/10618600.2022.2129662). Incorporates 'OpenMP' and SNOW parallelization and utilizes 'C'/'C++' under the hood.

Install

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

install.packages("bhetGP", 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-bhetgp

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-bhetGP

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-bhetGP

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

13OK

CRAN check page ↗

Slowest check: 4.2 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-22

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.2

READMEYes · 304 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 7includes a package overview page
Examples that run: 67%2 run in a plain check · 1 hold no code
Exported functions with examples: 67%
Documented parameters: 96%
Return-value docs: 100%
Help pages citing references: 57%

How these are measured

Downloads

6K

CRAN downloads in the past year

Rank #9,463 · ~17/day · ~504/mo

Releases R versions

Daily download trend is not available in this view yet.

38130 days

1K90 days

6K1 year

Compare downloads with other packages →

Also on367 r2u19 autocran

How downloads are counted

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Installing bhetGP adds 24 packages (17 with compiled code, 36 MB of source tarballs). Heaviest: BH 14 MB, fields 3.9 MB, spam 3.1 MB.

Depends (0)

none

Imports (14)

grDevicesgraphicsstatsdoParallel foreachparallelGpGp GPvecchiaMatrixRcpp mvtnorm FNN hetGP laGP

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (1)

interp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Parul V. Patil

Author, Maintainer since 1.0 (2025)

Listed in earlier versions (1)

Patil

no longer listed · 1.0 to 1.0.2

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.2Latest
record
2026-02-09 · current release · diff ↗
1.0.1
record
2025-07-19 · diff ↗
1.0
record
2025-07-14
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-07-14
Total releases: 3 / 1 yrs
License: LGPL
Download size: 62 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bhetGP")

Format

Patil, P. V. (2026). bhetGP: Bayesian Heteroskedastic Gaussian Processes (Version 1.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.bhetGP

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 bhetGP version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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