R Observatory: Metrics for tfdatasets version 2.18.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tfdatasets

2.18.0

Interface to 'TensorFlow' Datasets

5packages depend

70.1Kdownloads / year

77.7%test coverage

8/13checks pass

Overview

About

Maintained by Tomasz KalinowskiFirst published 2018-01-1511 releasesCRAN page ↗GitHub ↗

Interface to 'TensorFlow' Datasets, a high-level library for building complex input pipelines from simple, re-usable pieces. See https://www.tensorflow.org/guide for additional details.

Install

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

install.packages("tfdatasets", 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("rstudio/tfdatasets")

Development version from rstudio/tfdatasets. 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-tfdatasets

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-tfdatasets

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-tfdatasets

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

Health

CRAN checks

5NOTE8OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 2.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.46

77.7%

Coverage · measured lines

99%

Documentation · exports

7

Dependencies · direct

Check history

NOTE2026-07-16
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 142 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 98%
Return-value docs: 69%
References docs: 1%

Downloads

70.1K

CRAN downloads in the past year

Rank #2,056 · ~192/day · ~5.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

3.1K30 days

9.9K90 days

70.1K1 year

Compare downloads with other packages →

Also on230 r2u28 autocran2.4K conda_forge37 c2d4u

Repository

GitHub ↗ rstudio/tfdatasets

33Stars

10Forks

15Open issues

0Open PRs

9Releases

646Commits

8Contributors

646 commits · Last activity 2025-08-21

Stars over time

2024-04-22 · 332026-07-07 · 33

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/rstudio/tfdatasets on 2026-08-23.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1

Imports (7)

reticulate tensorflow magrittr rlang tidyselectstatsgenerics

LinkingTo (0)

none

Suggests (8)

testthat knitr keras3 rsample rmarkdown Metrics dplyr progress

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

5direct

1indirect

TSPred tfio keras keras3 tfprobability

Code & Tests

Datasets

People & History

People (7)

Maintainer (1)

Tomasz Kalinowski

Contributor, Copyright holder, Maintainer · added in 2.6.0

Authors (3)

JJ Allaire

Author, Copyright holder

Yuan Tang

Author

Kevin Ushey

Author

Contributors (2)

Tomasz Kalinowski

Contributor, Copyright holder, Maintainer · added in 2.6.0

Daniel Falbel

Contributor, Copyright holder · added in 1.13.1

Copyright holders (5)

Tomasz Kalinowski

Contributor, Copyright holder, Maintainer · added in 2.6.0

JJ Allaire

Author, Copyright holder

Daniel Falbel

Contributor, Copyright holder · added in 1.13.1

RStudio

Copyright holder, Funder

Google Inc.

Copyright holder

Funders (1)

RStudio

Copyright holder, Funder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.18.0Latest
2025-08-20 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
2.17.0
2024-07-17 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
2.9.0
2022-06-29 · diff ↗
R
R 4.2.0 released · 2022-04-22
2.7.0
2021-11-09 · diff ↗
2.6.0
2021-09-07 · diff ↗
R
R 4.1.0 released · 2021-05-18
2.4.0
2021-04-03 · diff ↗
2.2.0
2020-05-25 · diff ↗
R
R 4.0.0 released · 2020-04-24
2.0.0
2019-12-13 · diff ↗
R
R 3.6.0 released · 2019-04-26

Show 5 earlier events

1.13.1
2019-04-09 · diff ↗
1.9
2018-08-25 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.5
2018-01-15
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2018-01-15
Total releases: 11 / 8 yrs
License: Apache License 2.0 OSI
Minimum R: ≥ 3.1
Bundled data: 3.0 KB / 1 file
Download size: 792 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tfdatasets")

Format

Kalinowski, T., RStudio, Allaire, J., Falbel, D., Google Inc., , Tang, Y., & Ushey, K. (2025). tfdatasets: Interface to 'TensorFlow' Datasets (Version 2.18.0) [Computer software]. https://doi.org/10.32614/CRAN.package.tfdatasets

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 tfdatasets version 2.18.0 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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