ORKM

1.0.0

The Online Regularized K-Means Clustering Algorithm

0packages depend

2.8Kdownloads / year

–test coverage

13/13checks 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")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-orkm

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

bspm (used by r2u) also needs make: sudo apt install make

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-ORKM

RPMs from the iucar/cran COPR, rebuilt from CRAN.

sudo zypper install R-ORKM

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

13OK

Code health

Yes

Tests · ratio 0.01

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

README

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

2.8K

CRAN downloads in the past year

Rank #16,661 · ~8/day · ~232/mo

Releases R versions

ORKM

Daily download trend is not available in this view yet.

Compare downloads with other packages →

29430 days

68690 days

2.8K1 year

Also on93 r2u18 autocran

Source & community

Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (3)

MASS baseMatrix basestats base

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Code Composition

Rd 1,375 (51%)R 1,313 (49%)

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

8 8 exported

Complexity

17.3 avg / 30 max

Call network

8 nodes / 0 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

Open call graph →

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (4)

Maintainer (1)

Guangbao Guo iD

Author, Maintainer

Authors (3)

Ruiling Niu

Author

Haoyue Song

Author

Miao Yu

Author

Release 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
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

Package metadata

First published: 2022-01-20
Total releases: 9 / 4 yrs
License: MIT + file LICENSE OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet