R Observatory: Metrics for usemodels version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

usemodels

0.2.0Package record

Boilerplate Code for 'Tidymodels' Analyses

0packages depend

4.2Kdownloads / year

36.1%test coverage

13/13flavors OK

Overview

About

Maintained by Max KuhnCRAN page ↗GitHub ↗Website ↗Issues ↗

Code snippets to fit models using the tidymodels framework can be easily created for a given data set.

Changes in 0.2.0

SVM (#14) and C5.0 (#9) models were added.
Clipboard access is enabled in all use_*() functions using the clipboard = TRUE argument (#12).
Use new all_nominal_predictors() selector (#17).

From NEWS.md in the release

Install

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

install.packages("usemodels", 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/usemodels")

Development version from tidymodels/usemodels. 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-usemodels

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-usemodels

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-usemodels

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: 2.8 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 0.2.0

README· In the repository, left out of the releaseVignettesNoNEWSYes · 100% structured · mentions 0.2.0Citation fileNoWebsiteYes · pkgdown

Help pages: 1
Examples that run: 100%1 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

4.2K

CRAN downloads in the past year

Rank #14,179 · ~12/day · ~352/mo

Releases R versions

Daily download trend is not available in this view yet.

27930 days

83990 days

4.2K1 year

Compare downloads with other packages →

Also on69 r2u3 autocran496 conda_forge

How downloads are counted

Repository

tidymodels/usemodels ↗Organization: tidymodels

88Stars

8Forks

6Open issues

0Open PRs

3Releases

104Commits

9Commit identities

104 commits · Last activity 2026-09-20 · +1.1% stars, 30d · Default branch at 0.2.0.9000, ahead of CRAN 0.2.0 (checked 2026-10-22)

Responsiveness

How these are sampled

PRs merged (all time): 91%
Median days to close, 50 most recently updated closed issues: 23
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-14 · 862026-10-17 · 88

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/usemodels on 2026-10-22.

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 (2)

Code of conductCODEOWNERS

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-09-20 · The repository has a site deploy workflow

pkgdown site last built 2022-02-20

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

CRAN release process (1)

cran-comments.md

Lint, format, editor (3)

AirVS CodeRStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Installing usemodels adds 94 packages (45 with compiled code, 73 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (0)

none

Imports (8)

cli clipr dplyr purrr recipes rlang tidyr tune

LinkingTo (0)

none

Suggests (4)

covr modeldata spelling testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Max Kuhn

Author, Maintainer since 0.0.1 (2020)

RStudio

Copyright holder

Releases (3)

Pick two releases to compare their code metrics.

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
R
R 4.2.0 released · 2022-04-22
0.2.0Latest
record
2022-02-18 · current release · diff ↗ ·
added 3 exports
use_C5.0, use_kernlab_svm_poly, use_kernlab_svm_rbf
R
R 4.1.0 released · 2021-05-18
0.1.0
record
2020-11-17 · diff ↗ ·
added 1 export
use_cubist
0.0.1
record
2020-09-22
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-09-22
Total releases: 3 / 6 yrs
License: MIT + file LICENSE OSI
Download size: 20 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("usemodels")

Format

Kuhn, M., & RStudio. (2022). usemodels: Boilerplate Code for 'Tidymodels' Analyses (Version 0.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.usemodels

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 usemodels version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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