R Observatory: Metrics for briKmeans version 1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

briKmeans

1.0

Package for Brik, Fabrik and Fdebrik Algorithms to Initialise Kmeans

0packages depend

2.8Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Aurora TorrenteFirst published 2021-02-152 releasesCRAN page ↗

Implementation of the BRIk, FABRIk and FDEBRIk algorithms to initialise k-means. These methods are intended for the clustering of multivariate and functional data, respectively. They make use of the Modified Band Depth and bootstrap to identify appropriate initial seeds for k-means, which are proven to be better options than many techniques in the literature. Torrente and Romo (2021) doi:10.1007/s00357-020-09372-3 It makes use of the functions kma and kma.similarity, from the archived package fdakma, by Alice Parodi et al.

Install

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

install.packages("briKmeans", 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-brikmeans

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-briKmeans

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-briKmeans

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

Health

CRAN checks

2NOTE11OK

Failing flavors

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

Slowest check: 1.3 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

7

Dependencies · direct

Check history

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

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 86%

Downloads

2.8K

CRAN downloads in the past year

Rank #14,679 · ~8/day · ~232/mo

Releases R versions

Daily download trend is not available in this view yet.

18130 days

70690 days

2.8K1 year

Compare downloads with other packages →

Also on116 r2u40 autocran

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Depends (7)

R >= 3.1.0bootclusterdepthToolssplinessplines2stats

Imports (1)

methods

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (9)

Javier Albert Smet

no longer listed · 0.1 to 1.0

Aurora Torrente.

no longer listed · 0.1

Aurora Torrente. Alice Parodi

no longer listed · 1.0

Mirco Patriarca

no longer listed · 1.0

Laura Sangalli

no longer listed · 1.0

Piercesare Secchi

no longer listed · 1.0

Simone Vantini

no longer listed · 1.0

Valeria Vitelli

no longer listed · 1.0

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0Latest
2022-07-21 · current release · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.1
2021-02-15
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-02-15
Total releases: 2 / 5 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.1.0
Download size: 23 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("briKmeans")

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 briKmeans version 1.0 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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