R Observatory: Metrics for glinternet version 1.0.13

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

glinternet

1.0.13Package record

Learning Interactions via Hierarchical Group-Lasso Regularization

2packages depend

15.7Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Michael LimCRAN page ↗

Group-Lasso INTERaction-NET. Fits linear pairwise-interaction models that satisfy strong hierarchy: if an interaction coefficient is estimated to be nonzero, then its two associated main effects also have nonzero estimated coefficients. Accommodates categorical variables (factors) with arbitrary numbers of levels, continuous variables, and combinations thereof. Implements the machinery described in the paper "Learning interactions via hierarchical group-lasso regularization" (JCGS 2015, Volume 24, Issue 3). Michael Lim & Trevor Hastie (2015) DOI:10.1080/10618600.2014.938812.

Install

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

install.packages("glinternet", 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-glinternet

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-glinternet

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-glinternet

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: 2.1 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-22
NOTE11 OK, 2 NOTE2026-07-19
WARNING10 OK, 2 NOTE, 1 WARNING2026-07-16

Show 1 earlier changeHide 1 earlier change

NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.13

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 6
Examples that run: 100%5 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 33%

How these are measured

Downloads

15.7K

CRAN downloads in the past year

Rank #3,418 · ~43/day · ~1.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.1K30 days

3.2K90 days

15.7K1 year

Compare downloads with other packages →

Also on431 r2u1 autocran49 c2d4u

How downloads are counted

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

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

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

Imports 2

Depends, Imports or LinkingTo, most downloaded first

FindIt modnets

How these are counted

Code & Tests

People & History

People (2)

Michael Lim

Author, Maintainer since 0.9.0 (2013)

Trevor Hastie

Author

Releases (15)

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
R
R 4.2.0 released · 2022-04-22
1.0.13Latest
record
2021-09-03 · current release · diff ↗
1.0.12
record
2021-09-03 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.11
record
2020-10-10 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0.10
record
2019-07-03 · diff ↗
1.0.9
record
2019-06-12 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.0.8
record
2018-06-15 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.0.7
record
2018-02-16 · diff ↗

Show 13 earlier eventsHide 13 earlier events

1.0.6
record
2017-11-30 · diff ↗
1.0.5
record
2017-07-04 · diff ↗
1.0.4
record
2017-06-15 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.0.3
record
2017-01-01 · diff ↗
1.0.2
record
2016-12-02 · diff ↗
1.0.1
record
2016-11-14 · diff ↗
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
1.0.0
record
2015-03-30 · diff ↗
R
R 3.1.0 released · 2014-04-10
0.9.0
record
2013-08-17
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2013-08-17
Total releases: 15 / 13 yrs
License: GPL-2 OSI
Download size: 23 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("glinternet")

Format

Lim, M., & Hastie, T. (2026). glinternet: Learning Interactions via Hierarchical Group-Lasso Regularization (Version 1.0.13) [Computer software]. https://doi.org/10.32614/CRAN.package.glinternet

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 glinternet version 1.0.13 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →