R Observatory: Metrics for tabby version 0.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tabby

0.0.1Package record

Tidy Interfaces for Tabular Deep Learning

0packages depend

190downloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Max KuhnCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Posit Software, PBC

Model definitions for fitting, tuning, and predicting with deep learning models for tabular data using the 'parsnip' and 'tidymodels' frameworks. Supported models include the 'TabPFN' foundation model of Hollmann et al. (2025) doi:10.1038/s41586-024-08328-6, 'TabICL' by Qu et al. (2025) doi:10.48550/arXiv.2502.05564, 'SAINT' by Somepalli et al. (2021) doi:10.48550/arXiv.2106.01342, and the tabular 'ResNet' of Gorishniy et al. (2021) doi:10.48550/arXiv.2106.11959, among others. Helper functions are also included to create space-filling grids for tuning parameters that are defined on a per-layer basis. These functions define the model interfaces; the computations are carried out by separate engine packages.

Changes in 0.0.1

Initial CRAN submission.

From NEWS.md in the release

Install

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

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

Development version from tidymodels/tabby. Installs pak first if it is not already available.

# 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-tabby

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-tabby

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: 3.5 min · r-release-macos-x86_64

Status changes

OK13 OKNow
OK6 OK2026-10-16

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.0.1

READMEYes · 377 wordsVignettesNoNEWSYes · 67% structured · mentions 0.0.1Citation fileNoWebsiteYes · pkgdown

Help pages: 4 (2 internal)includes a package overview page
Examples that run: 100%1 run in a plain check
Exported functions with examples: 50%
Documented parameters: 100%
Return-value docs: 50%
Help pages citing references: 0%

How these are measured

Downloads

190

CRAN downloads in the past year

Rank #25,501 · ~1/day · ~16/mo

tabby Releases R versions

Daily download trend is not available in this view yet.

19030 days

19090 days

1901 year

Compare downloads with other packages →

How downloads are counted

Repository

tidymodels/tabby ↗Organization: tidymodels

4Stars

0Forks

1Open issues

1Open PRs

1Releases

35Commits

2Commit identities

35 commits · Last activity 2026-10-19 · Default branch at 0.0.1.9000, ahead of CRAN 0.0.1 (checked 2026-10-21)

Responsiveness

How these are sampled

PRs merged (all time): 94%
Median days to close, 50 most recently updated closed issues: 2
Median days to close, 50 most recently updated closed PRs: 1

Releases over time

2026-10-16 · 02026-10-20 · 1

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/tabby on 2026-10-21.

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 2026-10-19 · The repository has a site deploy workflow

pkgdown site last built 2026-10-19

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

CRAN release process (1)

cran-comments.md

Lint, format, editor (4)

Lint workflowAirVS CodeRStudio project

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing tabby adds 37 packages (17 with compiled code, 32 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, isoband 1.5 MB.

Depends (2)

R >= 4.1.0parsnip

Imports (8)

cli dials dplyr generics hardhat purrr rlang tibble

LinkingTo (0)

none

Suggests (6)

brulee modeldata spelling testthat torch withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Max Kuhn

Author, Maintainer since 0.0.1 (2026)

Edgar Ruiz

Author

Posit Software, PBC

Copyright holder, Funder

Releases (1)

0.0.1Latest
record
2026-10-15 · current release ·
10 days in CRAN's queue
Listed in CRAN's incoming queue from 2026-10-05 20:05 to 2026-10-15 12:21 UTC, in 43 readings.
R
R 4.6.0 released · 2026-04-24

Across CRAN, the median accepted release of the past year spent 26 hours in the queue, 90% under 11 days.How queue time is measured

Package metadata

First published: 2026-10-15
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 52 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tabby")

Format

Kuhn, M., Posit Software, PBC, & Ruiz, E. (2026). tabby: Tidy Interfaces for Tabular Deep Learning (Version 0.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.tabby

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 tabby version 0.0.1 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, 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 →