R Observatory: Metrics for glmnetUtils version 1.1.9

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

glmnetUtils

1.1.9

Utilities for 'Glmnet'

6packages depend

132.8Kdownloads / year

76.2%test coverage

13/13checks pass

Overview

About

Maintained by Hong OoiFirst published 2017-02-0512 releasesCRAN page ↗GitHub ↗

Provides a formula interface for the 'glmnet' package for elasticnet regression, a method for cross-validating the alpha parameter, and other quality-of-life tools.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("hongooi73/glmnetUtils")

Development version from hongooi73/glmnetUtils. Installs pak first if it is not already available.

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-glmnetutils

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-glmnetUtils

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-glmnetUtils

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

Health

CRAN checks

13OK

Slowest check: 5.6 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.82

76.2%

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 99 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 57%
Return-value docs: 33%
References docs: 0%

Downloads

132.8K

CRAN downloads in the past year

Rank #1,276 · ~364/day · ~11.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

8.3K30 days

25.1K90 days

132.8K1 year

Compare downloads with other packages →

Also on147 r2u16 autocran2K conda_forge

Repository

GitHub ↗ hongooi73/glmnetutils

66Stars

16Forks

5Open issues

1Open PRs

0Releases

106Commits

2Contributors

rglmnetcross-validationlassoregression-models

106 commits · Last activity 2023-09-10 · 0% stars, 30d

Stars over time

2024-10-03 · 652026-07-07 · 66

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/hongooi73/glmnetutils on 2026-08-16.

Continuous integration (1)

GitHub Actions

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (6)

statsgraphicsgrDevicesglmnetparallelMatrix

LinkingTo (0)

none

Suggests (5)

knitr rmarkdownMASSdoParallel testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

6direct

0indirect

multimedia LKT regmhmm broom condvis2 plotmo

Code & Tests

People & History

People (2)

Maintainer (1)

Hong Ooi

Author, Maintainer

Authors (1)

Hong Ooi

Author, Maintainer

Copyright holders (1)

Microsoft

Copyright holder · added in 1.1.6

Package Timeline

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

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
1.1.9Latest
2023-09-10 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.1.8
2021-02-25 · diff ↗
1.1.7
2021-02-23 · diff ↗
1.1.6
2020-10-07 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.1.5
2020-03-12 · diff ↗
1.1.4
2019-12-12 · diff ↗
1.1.3
2019-11-18 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.1.2
2019-03-07 · diff ↗

Show 9 earlier events

1.1.1
2019-01-17 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.1
2017-08-01 · diff ↗
1.0.2
2017-04-24 · diff ↗
unarchivedReturned to CRAN
2017-04-24
R
R 3.4.0 released · 2017-04-21
archivedRemoved from CRAN
2017-02-07
policy violation
1.0.0
2017-02-05
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-02-05
Total releases: 12 / 9 yrs
License: GPL-2 OSI
Download size: 70 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("glmnetUtils")

Format

Ooi, H., & Microsoft. (2023). glmnetUtils: Utilities for 'Glmnet' (Version 1.1.9) [Computer software]. https://doi.org/10.32614/CRAN.package.glmnetUtils

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 glmnetUtils version 1.1.9 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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