R Observatory: Metrics for GridOnClusters version 0.4.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

GridOnClusters

0.4.1

Cluster-Preserving Multivariate Joint Grid Discretization

1packages depend

7Kdownloads / year

52.9%test coverage

13/13checks pass

Overview

About

Maintained by Joe SongFirst published 2020-03-209 releasesCRAN page ↗

Discretize multivariate continuous data using a grid to capture the joint distribution that preserves clusters in original data (Wang et al 2020) doi:10.1145/3388440.3412415. It can handle both labeled or unlabeled data. Joint grid discretization can prepare data for model-free inference of association, function, or causality.

Install

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

install.packages("GridOnClusters", 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-gridonclusters

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-GridOnClusters

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-GridOnClusters

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

Health

CRAN checks

13OK

Slowest check: 10.8 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 1.01

52.9%

Coverage · measured lines

100%

Documentation · exports

8

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
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 1 earlier snapshots

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 169 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 33%
References docs: 14%

Downloads

7K

CRAN downloads in the past year

Rank #8,554 · ~19/day · ~580/mo

Releases R versions

Daily download trend is not available in this view yet.

28030 days

1.1K90 days

7K1 year

Compare downloads with other packages →

Also on435 r2u23 autocran

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (8)

Rcpp Ckmeans.1d.dpclusterfossil dqrng mclust Rdpack plotrix

LinkingTo (3)

BH Rcpp RcppArmadillo

Suggests (4)

FunChisq knitr testthat rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

FunChisq

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Joe Song

Author, Maintainer

Authors (3)

Joe Song

Author, Maintainer

Sajal Kumar

Author

Jiandong Wang

Author

Package Timeline

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

0.4.1Latest
2026-07-18 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.3.2
2025-12-12 · diff ↗
0.1.0.2
2025-05-27 · diff ↗
unarchivedReturned to CRAN
2025-05-27
archivedRemoved from CRAN
2025-05-17
issues were not corrected in time
R
R 4.5.0 released · 2025-04-11
0.1.0.1
2024-05-10 · diff ↗
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
0.1.0
2022-01-28 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.0.8
2020-09-15 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.0.7
2020-04-06 · diff ↗

Show 3 earlier events

0.0.6
2020-03-28 · diff ↗
0.0.3
2020-03-20
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-03-20
Total releases: 9 / 6 yrs
License: LGPL (>= 3) OSI
Minimum R: ≥ 3.5.0
Download size: 2.2 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("GridOnClusters")

Format

Song, J., Kumar, S., & Wang, J. (2026). GridOnClusters: Cluster-Preserving Multivariate Joint Grid Discretization (Version 0.4.1) [Computer software]. https://doi.org/10.32614/CRAN.package.GridOnClusters

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 GridOnClusters version 0.4.1 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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