ORKM

1.0.0

The Online Regularized K-Means Clustering Algorithm

0packages depend

2.7Kdownloads / year

0.0%test coverage

12/13checks pass

Overview

About

Maintained by Guangbao GuoFirst published 2022-01-209 releasesCRAN page ↗

Algorithm of online regularized k-means to deal with online multi(single) view data. The philosophy of the package is described in Guo G. (2024) doi:10.1016/j.ins.2024.121133.

Install

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

install.packages("ORKM", 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-orkm

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-ORKM

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-ORKM

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

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 2.8 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.01

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

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

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 80%

Downloads

2.7K

CRAN downloads in the past year

Rank #17,553 · ~7/day · ~227/mo

Releases R versions

Daily download trend is not available in this view yet.

16630 days

62190 days

2.7K1 year

Compare downloads with other packages →

Also on97 r2u5 autocran

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (3)

MASSMatrixstats

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)

Guangbao Guo

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.0.0Latest
2025-04-16 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.8.0.0
2024-05-05 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.7.0.0
2023-05-25 · diff ↗
0.6.0.0
2023-05-07 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.4.0.0
2022-07-19 · diff ↗
0.3.0.0
2022-06-10 · diff ↗
0.1.1.1
2022-05-25 · diff ↗
0.0.2.1
2022-04-25 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.0.0.3
2022-01-20
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-01-20
Total releases: 9 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 277 KB / 31 files
Download size: 300 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →