parglm

0.2.0

Parallel GLM

1packages depend

3.4Kdownloads / year

85.9%test coverage

13/13checks pass

Overview

About

Maintained by Tom PalmerFirst published 2026-04-2113 releasesCRAN page ↗GitHub ↗

Provides a parallel estimation method for generalized linear models without compiling with a multithreaded LAPACK or BLAS.

Install

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

install.packages("parglm", 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("remlapmot/parglm")

Development version from remlapmot/parglm. 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-parglm

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-parglm

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-parglm

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

Health

CRAN checks

13OK

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

Code health

Yes

Tests · ratio 1.41

85.9%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-05-25
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-13
10 OK · 0 NOTE · 0 WARNING · 3 ERROR · 0 FAILURE
OK2026-04-25
11 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-22
6 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Documentation

READMEYes · 52 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 90%
Return-value docs: 100%
References docs: 25%

Downloads

3.4K

CRAN downloads in the past year

Rank #3,600 · ~9/day · ~285/mo

Releases R versions

Daily download trend is not available in this view yet.

83930 days

3.1K90 days

3.4K1 year

Compare downloads with other packages →

Also on485 r2u37 autocran2.4K conda_forge

Repository

GitHub ↗ remlapmot/parglm

0Stars

0Forks

0Open issues

0Open PRs

5Releases

313Commits

3Contributors

313 commits · Last activity 2026-07-07

Releases over time

2026-04-18 · 12026-07-07 · 5

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/remlapmot/parglm on 2026-07-19.

Continuous integration (1)

GitHub Actions

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (3)

Matrixparallelly Rcpp

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (14)

biglm broom broom.helpers fastglm glm2 gtsummary knitr lmtest microbenchmark rmarkdown sandwich speedglm SuppDists testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

SEQTaRget

Code & Tests

People & History

People (4)

Maintainer (1)

Tom Palmer

Author, Maintainer · added in 0.1.8

Authors (2)

Tom Palmer

Author, Maintainer · added in 0.1.8

Benjamin Christoffersen

Author

Boost developers

Anthony Williams

Package Timeline

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

0.2.0Latest
2026-07-06 · current release · diff ↗
0.1.10
2026-05-22 · diff ↗
0.1.9-1
2026-05-14 · diff ↗
0.1.9
2026-05-12 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.1.8
2026-04-21 · diff ↗
unarchivedReturned to CRAN
2026-04-21
archivedRemoved from CRAN
2026-01-29
issues were not corrected in time C++ standards, including installation failure on C++20 with libc++
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
0.1.7
2021-10-14 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.1.6
2020-08-10 · diff ↗
unarchivedReturned to CRAN
2020-08-10

Show 12 earlier events

archivedRemoved from CRAN
2020-08-05
check problems were not corrected in time
0.1.5
2020-07-07 · diff ↗
unarchivedReturned to CRAN
2020-07-07
R
R 4.0.0 released · 2020-04-24
archivedRemoved from CRAN
2020-02-18
check problems were not corrected in time OpenBLAS o/p, segfault on Solaris
0.1.4
2020-01-07 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.1.3
2019-03-18 · diff ↗
0.1.2
2019-03-14 · diff ↗
0.1.1
2019-01-19 · diff ↗
0.1.0
2018-12-09
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2026-04-21
Total releases: 13 / 1 yrs
License: GPL-2 OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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