R Observatory: Metrics for modelenv version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

modelenv

0.2.0Package record

Provide Tools to Register Models for Use in 'tidymodels'

2packages depend

372.5Kdownloads / year

100.0%test coverage

13/13flavors OK

Overview

About

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

An developer focused, low dependency package in 'tidymodels' that provides functions to register how models are to be used. Functions to register models are complimented with accessor functions to retrieve registered model information to aid in model fitting and error handling.

Changes in 0.2.0

All errors have been improved for clarity and converted to use the cli package.

From NEWS.md in the release

Install

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

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

Development version from tidymodels/modelenv. 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-modelenv

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-modelenv

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-modelenv

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: 1.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
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

READMEYes · 117 wordsVignettesNoNEWSYes · 100% structured · mentions 0.2.0Citation fileNoWebsiteYes · pkgdown

Help pages: 16 (1 internal)includes a package overview page
Examples that run: 100%15 run in a plain check (9 of them under a condition)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

372.5K

CRAN downloads in the past year

Rank #679 · ~1K/day · ~31K/mo

Releases R versions

Daily download trend is not available in this view yet.

24.2K30 days

79.9K90 days

372.5K1 year

Compare downloads with other packages →

Also on13.4K r2u4 autocran34.3K conda_forge194 c2d4u

How downloads are counted

Repository

tidymodels/modelenv ↗Organization: tidymodels

4Stars

1Forks

0Open issues

0Open PRs

3Releases

111Commits

3Commit identities

111 commits · Last activity 2025-11-14 · 0% stars, 30d · Default branch at 0.2.0.9000, ahead of CRAN 0.2.0 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 92%
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-04-01 · 32026-07-07 · 4

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/modelenv on 2026-10-18.

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 2025-11-14 · The repository has a site deploy workflow

pkgdown site last built 2025-11-14

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)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing modelenv adds 10 packages (7 with compiled code, 4.0 MB of source tarballs). Heaviest: vctrs 1.0 MB, rlang 766 KB, cli 629 KB.

Depends (0)

none

Imports (5)

cli glue rlang tibble vctrs

LinkingTo (0)

none

Suggests (2)

covr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

50indirect

Imports 2

Depends, Imports or LinkingTo, most downloaded first

workflows tidyclust

How these are counted

Code & Tests

People & History

People (2)

Emil Hvitfeldt

Author, Maintainer since 0.1.0 (2022)

Posit Software, PBC

Copyright holder, Funder · added in 0.1.1

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
0.2.0Latest
record
2024-10-14 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.1
record
2023-03-09 · diff ↗
0.1.0
record
2022-10-17
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-10-17
Total releases: 3 / 4 yrs
License: MIT + file LICENSE OSI
Download size: 28 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("modelenv")

Format

Hvitfeldt, E., & Posit Software, PBC. (2024). modelenv: Provide Tools to Register Models for Use in 'tidymodels' (Version 0.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.modelenv

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 modelenv version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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