R Observatory: Metrics for brulee version 1.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

brulee

1.1.1

High-Level Modeling Functions with 'torch'

2packages depend

15.1Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Max KuhnFirst published 2021-12-1510 releasesCRAN page ↗GitHub ↗

Provides high-level modeling functions to define and train models using the 'torch' R package. Models include linear, logistic, and multinomial regression as well as multilayer perceptrons.

Install

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

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

Development version from tidymodels/brulee. 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-brulee

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-brulee

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-brulee

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

Health

CRAN checks

13OK

Slowest check: 3.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.71

0.0%

Coverage · measured lines

100%

Documentation · exports

17

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 197 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 92%
Documented parameters: 94%
Return-value docs: 93%
References docs: 23%

Downloads

15.1K

CRAN downloads in the past year

Rank #3,556 · ~41/day · ~1.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

57430 days

2.7K90 days

15.1K1 year

Compare downloads with other packages →

Also on1.3K r2u39 autocran

Repository

GitHub ↗ tidymodels/brulee

75Stars

9Forks

7Open issues

0Open PRs

10Releases

216Commits

13Contributors

216 commits · Last activity 2026-07-13 · +1.4% stars, 30d

Stars over time

2025-05-07 · 682026-08-17 · 75

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/tidymodels/brulee on 2026-08-16.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Lint, format, editor (3)

AirVS CodeRStudio project

Coverage (1)

Codecov

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

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: claude on 2026-04-20

claude

Most recent: claude on 2026-04-20

Evidence

claude: on or before 2026-04-20 · evidence B, D

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (17)

cli coro curl dplyr generics ggplot2 hardhat jsonlite purrr rlang safetensorsstatstibble tidyselect torchutilswithr

LinkingTo (0)

none

Suggests (7)

covr lubridate modeldata recipes spelling testthat yardstick

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

MLwrap tidyAML

Code & Tests

People & History

People (3)

Maintainer (1)

Max Kuhn

Author, Maintainer

Authors (2)

Max Kuhn

Author, Maintainer

Daniel Falbel

Author

Copyright holders (1)

Posit Software, PBC

Copyright holder, Funder · added in 0.3.0

Funders (1)

Posit Software, PBC

Copyright holder, Funder · added in 0.3.0

Listed in earlier versions (1)

RStudio

no longer listed · 0.0.1 to 0.2.0

Package Timeline

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

1.1.1Latest
2026-07-13 · current release · diff ↗
1.1.0
2026-07-02 · diff ↗
1.0.0
2026-06-17 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.6.0
2025-09-02 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.5.0
2025-04-07 · diff ↗
unarchivedReturned to CRAN
2025-04-07
archivedRemoved from CRAN
2025-04-02
issues were not corrected in time
0.4.0
2025-01-30 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.3.0
2024-02-14 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.2.0
2022-09-20 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.0
2022-02-02 · diff ↗

Show 2 earlier events

0.0.1
2021-12-15
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-12-15
Total releases: 10 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Download size: 2.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("brulee")

Format

Kuhn, M., Posit Software, PBC, & Falbel, D. (2026). brulee: High-Level Modeling Functions with 'torch' (Version 1.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.brulee

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 brulee version 1.1.1 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, 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 →