R Observatory: Metrics for tidylearn version 0.4.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tidylearn

0.4.0

A Unified Tidy Interface to R's Machine Learning Ecosystem

0packages depend

2.9Kdownloads / year

49.4%test coverage

13/13checks pass

Overview

About

Maintained by Cesaire TobiasFirst published 2026-02-066 releasesCRAN page ↗GitHub ↗

Provides a unified tidyverse-compatible interface to R's machine learning ecosystem - from data ingestion to model publishing. The tl_read() family reads data from files ('CSV', 'Excel', 'Parquet', 'JSON'), databases ('SQLite', 'PostgreSQL', 'MySQL', 'BigQuery'), and cloud sources ('S3', 'GitHub', 'Kaggle'). The tl_model() function wraps established implementations from 'glmnet', 'randomForest', 'xgboost', 'e1071', 'rpart', 'gbm', 'nnet', 'cluster', 'dbscan', and others with consistent function signatures and tidy tibble output. Results flow into unified 'ggplot2'-based visualization and optional formatted 'gt' tables via the tl_table() family. The underlying algorithms are unchanged; 'tidylearn' simply makes them easier to use together. Access raw model objects via the $fit slot for package-specific functionality. Methods include random forests Breiman (2001) doi:10.1023/A:1010933404324, LASSO regression Tibshirani (1996) doi:10.1111/j.2517-6161.1996.tb02080.x, elastic net Zou and Hastie (2005) doi:10.1111/j.1467-9868.2005.00503.x, support vector machines Cortes and Vapnik (1995) doi:10.1007/BF00994018, and gradient boosting Friedman (2001) doi:10.1214/aos/1013203451.

Install

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

install.packages("tidylearn", 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("ces0491/tidylearn")

Development version from ces0491/tidylearn. 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-tidylearn

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-tidylearn

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-tidylearn

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

Health

CRAN checks

13OK

Slowest check: 7.2 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.22

49.4%

Coverage · measured lines

99%

Documentation · exports

22

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-14
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-10
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 911 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 7%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

2.9K

CRAN downloads in the past year

Rank #7,668 · ~8/day · ~239/mo

Releases R versions

Daily download trend is not available in this view yet.

24230 days

1.1K90 days

2.9K1 year

Compare downloads with other packages →

Also on81 r2u19 autocran

Repository

GitHub ↗ ces0491/tidylearn

5Stars

1Forks

0Open issues

0Open PRs

0Releases

42Commits

2Contributors

42 commits · Last activity 2026-08-10 · 0% stars, 30d

Stars over time

2026-04-13 · 32026-07-07 · 5

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/ces0491/tidylearn on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (2)

lintrRStudio project

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 2026-01-19

claude

Most recent: claude on 2026-01-19

Evidence

claude: on 2026-01-19 · evidence B, D

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

Dependencies

Declared dependencies

47 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6.0

Imports (22)

dplyr ggplot2 tibble tidyr purrr rlang magrittrparallelstatse1071 gbm glmnetnnetrandomForestrpartrsample ROCR yardstickclusterdbscan (>= 1.1.0)MASSsmacof

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Cesaire Tobias

Author, Maintainer

Authors (1)

Cesaire Tobias

Author, Maintainer

Package Timeline

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

0.4.0Latest
2026-08-03 · current release · diff ↗
0.3.1
2026-05-19 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.3.0
2026-04-09 · diff ↗
0.2.0
2026-03-16 · diff ↗
0.1.1
2026-03-13 · diff ↗
0.1.0
2026-03-10
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-02-06
Total releases: 6 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.6.0
Download size: 641 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tidylearn")

Format

Tobias, C. (2026). tidylearn: A Unified Tidy Interface to R's Machine Learning Ecosystem (Version 0.4.0) [Computer software]. https://doi.org/10.32614/CRAN.package.tidylearn

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 tidylearn version 0.4.0 [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.

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