adproclus

2.0.1

Additive Profile Clustering Algorithms

0packages depend

3.9Kdownloads / year

94.1%test coverage

13/13checks pass

Overview

About

Maintained by Henry HeppeFirst published 2023-11-074 releasesCRAN page ↗GitHub ↗

Obtain overlapping clustering models for object-by-variable data matrices using the Additive Profile Clustering (ADPROCLUS) method. Also contains the low dimensional ADPROCLUS method for simultaneous dimension reduction and overlapping clustering. For reference see Depril, Van Mechelen, Mirkin (2008) doi:10.1016/j.csda.2008.04.014 and Depril, Van Mechelen, Wilderjans (2012) doi:10.1007/s00357-012-9112-5.

Install

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

install.packages("adproclus", 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("henry-heppe/adproclus")

Development version from henry-heppe/adproclus. 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-adproclus

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-adproclus

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-adproclus

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

Health

CRAN checks

13OK

Slowest check: 2.0 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.14

94.1%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 186 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 29%

Downloads

3.9K

CRAN downloads in the past year

Rank #11,367 · ~11/day · ~324/mo

Releases R versions

Daily download trend is not available in this view yet.

30330 days

93990 days

3.9K1 year

Compare downloads with other packages →

Also on245 r2u45 autocran

Repository

GitHub ↗ henry-heppe/adproclus

3Stars

0Forks

0Open issues

0Open PRs

4Releases

147Commits

2Contributors

License GPL-3.0 · 147 commits · Last activity 2026-01-18 · 0% stars, 30d

Stars over time

2025-07-07 · 32026-07-07 · 3

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/henry-heppe/adproclus on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1.0

Imports (16)

checkmate corrplot ggplot2 ggrepel gtools igraph matrixStats multichull NMFN qgraph readr rlang scalesstatstidyr withr

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Henry Heppe

Author, Maintainer, Copyright holder

Authors (4)

Henry Heppe

Author, Maintainer, Copyright holder

Author

Author

Author

Author, Maintainer, Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.0.1Latest
2026-01-17 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
2.0.0
2024-08-17 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.2
2023-11-10 · diff ↗
1.0.1
2023-11-07
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-11-07
Total releases: 4 / 3 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.1.0
Bundled data: 12 KB / 1 file
Download size: 71 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Cluster Analysis & Finite Mixture Models

Report a problem with this page →