R Observatory: Metrics for hetGP version 1.1.9

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

hetGP

1.1.9

Heteroskedastic Gaussian Process Modeling and Design under Replication

3packages depend

10.1Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Mickael BinoisFirst published 2017-09-2813 releasesCRAN page ↗

Performs Gaussian process regression with heteroskedastic noise following the model by Binois, M., Gramacy, R., Ludkovski, M. (2016) doi:10.48550/arXiv.1611.05902, with implementation details in Binois, M. & Gramacy, R. B. (2021) doi:10.18637/jss.v098.i13. The input dependent noise is modeled as another Gaussian process. Replicated observations are encouraged as they yield computational savings. Sequential design procedures based on the integrated mean square prediction error and lookahead heuristics are provided, and notably fast update functions when adding new observations.

Install

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

install.packages("hetGP", 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-hetgp

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-hetGP

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-hetGP

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

Health

CRAN checks

13OK

Slowest check: 15.8 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.08

0.0%

Coverage · measured lines

100%

Documentation · exports

6

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
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 90%
Documented parameters: 83%
Return-value docs: 48%
References docs: 61%

Downloads

10.1K

CRAN downloads in the past year

Rank #4,064 · ~28/day · ~841/mo

Releases R versions

Daily download trend is not available in this view yet.

62530 days

2K90 days

10.1K1 year

Compare downloads with other packages →

Also on454 r2u28 autocran

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (6)

RcppMASSmethodsDiceDesign mco quadprog

LinkingTo (1)

Rcpp

Suggests (4)

knitr monomvn lhs colorspace

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

GEMSS bhetGP quantkriging

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Mickael Binois

Author, Maintainer

Authors (2)

Mickael Binois

Author, Maintainer

Robert B. Gramacy

Author

Listed in earlier versions (1)

Gramacy

no longer listed · 1.1.7 to 1.1.9

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.1.9Latest
2026-04-23 · current release · diff ↗
1.1.8
2025-05-08 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.1.7
2024-09-04 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.1.6
2023-10-02 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.1.5
2023-03-08 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.1.4
2021-07-08 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.1.3
2021-03-17 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.1.2
2019-10-24 · diff ↗
R
R 3.6.0 released · 2019-04-26

Show 7 earlier events

1.1.1
2019-01-10 · diff ↗
1.1.0
2018-09-18 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.0.2
2018-02-06 · diff ↗
1.0.1
2017-11-29 · diff ↗
1.0.0
2017-09-28
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-09-28
Total releases: 13 / 9 yrs
License: LGPL
Minimum R: ≥ 2.10
Bundled data: 311 KB / 2 files
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("hetGP")

Format

Binois, M., & Gramacy, R. B. (2026). hetGP: Heteroskedastic Gaussian Process Modeling and Design under Replication (Version 1.1.9) [Computer software]. https://doi.org/10.32614/CRAN.package.hetGP

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 hetGP version 1.1.9 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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