R Observatory: Metrics for tidyAML version 0.0.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tidyAML

0.0.8Package record

Automatic Machine Learning with 'tidymodels'

0packages depend

3.1Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Steven SandersonCRAN page ↗GitHub ↗Website ↗Issues ↗

The goal of this package will be to provide a simple interface for automatic machine learning that fits the 'tidymodels' framework. The intention is to work for regression and classification problems with a simple verb framework.

Changes in 0.0.8

Breaking Changes

None

New Features

None

Minor Fixes and Improvements

ocumentation and roxygen output refresh.

From NEWS.md in the release

Install

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

install.packages("tidyAML", 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("spsanderson/tidyAML")

Development version from spsanderson/tidyAML. 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-tidyaml

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-tidyAML

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-tidyAML

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: 2.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-28
NOTE11 OK, 2 NOTE2026-06-09
ERROR11 OK, 1 NOTE, 1 ERROR2026-06-08
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.0.8

READMEYes · 724 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.0.8Citation fileNoWebsiteYes · pkgdown

Help pages: 35 (2 internal)
Examples that run: 94%29 run in a plain check · 2 never run
Exported functions with examples: 89%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

Getting Started with tidyAML HTML

How these are measured

Downloads

3.1K

CRAN downloads in the past year

Rank #8,555 · ~9/day · ~260/mo

Releases R versions

Daily download trend is not available in this view yet.

37130 days

1.1K90 days

3.1K1 year

Compare downloads with other packages →

Also on85 r2u4 autocran

How downloads are counted

Repository

spsanderson/tidyaml ↗Account: spsanderson

69Stars

6Forks

0Open issues

0Open PRs

10Releases

425Commits

3Commit identities

automatic-machine-learningautomlmachine-learningtidytidymodelstidyverseclassificationparsnip

425 commits · Last activity 2026-08-25 · Default branch at 0.0.8.9000, ahead of CRAN 0.0.8 (checked 2026-10-18) · Discussions: 8 posts

Responsiveness

How these are sampled

PRs merged (all time): 99%
Median days to close, 50 most recently updated closed issues: 7
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-08-23 · 692026-07-07 · 69

How these are measured

PracticesBeta

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

Checks run against github.com/spsanderson/tidyaml on 2026-10-18.

Governance and community (3)

Code of conductContributing guideIssue templates

Docs source (3)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-08-25

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

AI coding toolsBeta

This repository shows signs of AI coding tools.

GitHub Copilotfirst seen 2025-08-23
Seen in the repository: .github/copilot-instructions.md, .github/instructions
Pull request: opened by its own account
Commits: 15 by its own account

Review tools

Copilot code review
Commits: at least 2 accepting its review suggestions

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

40 external dependencies (excludes base and recommended)

Installing tidyAML adds 97 packages (46 with compiled code, 74 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (2)

R >= 4.1.0parsnip

Imports (12)

rlang purrr dplyr rsample workflows forcats workflowsets tidyr broom ggplot2 magrittr tune

LinkingTo (0)

none

Suggests (29)

knitr rmarkdownstatstibble stringrutilsrecipes multilevelmod rules poissonreg censored baguette bonsai brulee rstanarm dbarts kknn ranger randomForest LiblineaR flexsurv gee glmnet discrim kernlab klaR mda sda sparsediscrim

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Steven Sanderson

Releases (7)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.0.8Latest
record
2025-05-12 · current release · diff ↗ ·
added 70 exports
brulee_classification_logistic_reg, brulee_classification_mlp, brulee_classification_multinom_reg, brulee_regression_linear_reg, brulee_regression_mlp, cubist_regression_cubist_rules, dbarts_classification_bart, dbarts_regression_bart, earth_classification_bag_mars, earth_classification_discrim_flexible, earth_classification_mars, earth_regression_bag_mars, earth_regression_mars, gee_classification_logistic_reg, gee_regression_linear_reg, gee_regression_poisson_reg, glm_classification_logistic_reg, glm_regression_linear_reg, glm_regression_poisson_reg, glmer_classification_logistic_reg, glmer_regression_linear_reg, glmer_regression_poisson_reg, glmnet_classification_logistic_reg, glmnet_classification_multinom_reg, glmnet_regression_linear_reg, glmnet_regression_poisson_reg, gls_regression_linear_reg, hurdle_regression_poisson_reg, kernlab_classification_svm_linear, kernlab_classification_svm_poly and 40 more
0.0.6
record
2025-05-12 · diff ↗ ·
added 3 exports
check_duplicate_rows, extract_tunable_params, quantile_normalize
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.0.5
record
2024-03-12 · diff ↗ ·
added 3 exports
%>%, plot_regression_predictions, plot_regression_residuals
0.0.4
record
2024-01-09 · diff ↗ ·
added 1 export
extract_regression_residuals
0.0.3
record
2023-11-29 · diff ↗ ·
removed 1 export
%>%

added 2 exports
full_internal_make_wflw, internal_make_wflw_gee_lin_reg
R
R 4.3.0 released · 2023-04-21
0.0.2
record
2023-04-20 · diff ↗
0.0.1
record
2023-02-16
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-02-16
Total releases: 7 / 3 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 96 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tidyAML")

Format

Sanderson, S. (2026). tidyAML: Automatic Machine Learning with 'tidymodels' (Version 0.0.8) [Computer software]. https://doi.org/10.32614/CRAN.package.tidyAML

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 tidyAML version 0.0.8 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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