tglkmeans

0.6.1

Efficient Implementation of K-Means++ Algorithm

0packages depend

4.6Kdownloads / year

74.0%test coverage

10/10checks pass

Overview

About

Maintained by Aviezer LifshitzFirst published 2022-04-209 releasesCRAN page ↗GitHub ↗

Efficient implementation of K-Means++ algorithm. For more information see (1) "kmeans++ the advantages of the k-means++ algorithm" by David Arthur and Sergei Vassilvitskii (2007), Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms, Society for Industrial and Applied Mathematics, Philadelphia, PA, USA, pp. 1027-1035, and (2) "The Effectiveness of Lloyd-Type Methods for the k-Means Problem" by Rafail Ostrovsky, Yuval Rabani, Leonard J. Schulman and Chaitanya Swamy doi:10.1145/2395116.2395117.

Install

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

install.packages("tglkmeans", 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("tanaylab/tglkmeans")

Development version from tanaylab/tglkmeans. 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-tglkmeans

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-tglkmeans

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-tglkmeans

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

Health

CRAN checks

10OK

Slowest check: 5.4 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.87

74.0%

Coverage · measured lines

89%

Documentation · exports

Dependencies · direct

Check history

OK2026-08-04
10 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
9 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-10
11 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
10 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
11 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 152 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 83%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

4.6K

CRAN downloads in the past year

Rank #11,567 · ~13/day · ~381/mo

Releases R versions

Daily download trend is not available in this view yet.

16130 days

86690 days

4.6K1 year

Compare downloads with other packages →

Also on416 r2u5 autocran

Repository

GitHub ↗ tanaylab/tglkmeans

7Stars

3Forks

0Open issues

0Open PRs

7Releases

245Commits

3Contributors

algorithms-implementedrkmeans

245 commits · Last activity 2026-06-04 · 0% stars, 30d

Stars over time

2024-01-11 · 72026-07-07 · 7

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/tanaylab/tglkmeans on 2026-08-02.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Coverage (2)

Codecov.covrignore

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

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (13)

cli doFuture dplyr future magrittrMatrixmethodsparallelpurrr Rcpp RcppParallel tgstat tibble (>= 3.1.2)

LinkingTo (2)

Rcpp RcppParallel

Suggests (7)

covr ggplot2 knitr rlang rmarkdown testthat withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Aviezer Lifshitz

Author, Maintainer

Authors (2)

Aviezer Lifshitz

Author, Maintainer

Amos Tanay

Author

Weizmann Institute of Science

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
0.6.1Latest
2026-03-04 · current release · diff ↗
0.5.8
2026-01-14 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.5.5
2024-05-15 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.5.4
2024-01-09 · diff ↗
0.3.11
2023-08-21 · diff ↗
0.3.10
2023-06-26 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.3.8
2023-03-21 · diff ↗
0.3.5
2022-08-28 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.3.4
2022-04-20
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-04-20
Total releases: 9 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.0.0
Download size: 69 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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