R Observatory: Metrics for tidyclust version 0.3.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tidyclust

0.3.2Package record

A Common API to Clustering

0packages dependsuggested by 1

38.7Kdownloads / year

87.5%test coverage

13/13flavors OK

Overview

About

Maintained by Emil HvitfeldtCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Posit Software, PBC

A common interface to specifying clustering models, in the same style as 'parsnip'. Creates unified interface across different functions and computational engines.

Changes in 0.3.2

Bug Fixes

k_means() with the stats engine no longer errors when fit on sparse predictors, such as those produced by recipes::step_dummy() in a workflow. (#263)

From NEWS.md in the release

Install

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

install.packages("tidyclust", 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("tidymodels/tidyclust")

Development version from tidymodels/tidyclust. 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-tidyclust

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-tidyclust

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-tidyclust

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 6.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.2

READMEYes · 319 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.3.2Citation fileNoWebsiteYes · pkgdown

The repository also keeps web-only articles.

Help pages: 80 (37 internal)includes a package overview page
Examples that run: 94%31 run in a plain check (2 of them under a condition) · 2 never run
Exported functions with examples: 57%
Documented parameters: 89%
Return-value docs: 96%
Help pages citing references: 0%

Vignettes (1)

Getting started with tidyclust HTML

How these are measured

Downloads

38.7K

CRAN downloads in the past year

Rank #2,108 · ~106/day · ~3.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.8K30 days

8.4K90 days

38.7K1 year

Compare downloads with other packages →

Also on166 r2u7 autocran

How downloads are counted

Repository

tidymodels/tidyclust ↗Organization: tidymodels

119Stars

21Forks

19Open issues

3Open PRs

11Releases

597Commits

10Commit identities

597 commits · Last activity 2026-06-28 · 0% stars, 30d · Default branch at 0.3.2.9000, ahead of CRAN 0.3.2 (checked 2026-10-11)

Responsiveness

How these are sampled

PRs merged (all time): 97%
Median days to close, 50 most recently updated closed issues: 203
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-06 · 1122026-08-30 · 119

How these are measured

PracticesBeta

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

Checks run against github.com/tidymodels/tidyclust on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (1)

Code of conduct

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-06-28 · The repository has a site deploy workflow

pkgdown site last built 2026-06-28

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

CRAN release process (2)

cran-comments.mdrevdep/

Lint, format, editor (3)

AirVS CodeRStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2026-03-02
Seen in the repository: .claude, .claude/skills
Named in .Rbuildignore: .claude

How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

39 external dependencies (excludes base and recommended)

Installing tidyclust adds 99 packages (49 with compiled code, 76 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.1

Imports (22)

cli lifecycle dials dplyr flexclust generics glue hardhat mclust modelenv parsnip (>= 1.0.2)philentropy prettyunits purrr rlang rsamplestatstibble tidyr tuneutilsvctrs (>= 0.5.0)

LinkingTo (0)

none

Suggests (20)

butcherclusterClusterR clustMixType covr dbscan future future.apply klaR knitr LPCM meanShiftR mirai modeldata RcppHungarian recipes rmarkdown testthat withr workflows

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

workflowsets

How these are counted

Code & Tests

People & History

People (3)

Emil Hvitfeldt

Author, Maintainer since 0.1.0 (2022)

Kelly Bodwin

Author

Posit Software, PBC

Copyright holder, Funder · added in 0.2.0

Listed in earlier versions (1)

Posit Software, PBC.

no longer listed · 0.1.0 to 0.1.2

Releases (11)

Pick two releases to compare their code metrics.

0.3.2Latest
record
2026-06-28 · current release · diff ↗
0.3.1
record
2026-06-20 · diff ↗
0.3.0
record
2026-05-21 · diff ↗ ·
added 17 exports
.db_clust_fit_dbscan, .db_clust_fit_hdbscan, .gm_clust_fit_mclust, .mean_shift_fit_LPCM, .mean_shift_fit_meanShiftR, bandwidth, circular, contr_one_hot, db_clust, gm_clust, mean_shift, min_points, radius, shared_orientation, shared_shape, shared_size, zero_covariance
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.2.4
record
2025-01-28 · diff ↗
0.2.3
record
2024-07-03 · diff ↗
0.2.2
record
2024-06-17 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.2.1
record
2024-02-29 · diff ↗
0.2.0
record
2023-09-25 · diff ↗ ·
removed 2 exports
ClusterR_kmeans_fit, hclust_fit

added 10 exports
.hier_clust_fit_stats, .k_means_fit_ClusterR, .k_means_fit_clustMixType, .k_means_fit_klaR, .k_means_fit_stats, cut_height, knit_engine_docs, linkage_method, list_md_problems, values_linkage_method
R
R 4.3.0 released · 2023-04-21
0.1.2
record
2023-02-23 · diff ↗
0.1.1
record
2022-12-20 · diff ↗
0.1.0
record
2022-11-24
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-11-24
Total releases: 11 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Download size: 306 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tidyclust")

Format

Hvitfeldt, E., Posit Software, PBC, & Bodwin, K. (2026). tidyclust: A Common API to Clustering (Version 0.3.2) [Computer software]. https://doi.org/10.32614/CRAN.package.tidyclust

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 tidyclust version 0.3.2 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →