tfhub

0.8.1

Interface to 'TensorFlow' Hub

1packages depend

5.7Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Tomasz KalinowskiFirst published 2019-12-183 releasesCRAN page ↗GitHub ↗

'TensorFlow' Hub is a library for the publication, discovery, and consumption of reusable parts of machine learning models. A module is a self-contained piece of a 'TensorFlow' graph, along with its weights and assets, that can be reused across different tasks in a process known as transfer learning. Transfer learning train a model with a smaller dataset, improve generalization, and speed up training.

Install

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

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

Development version from rstudio/tfhub. 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-tfhub

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-tfhub

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-tfhub

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

Health

CRAN checks

13OK

Slowest check: 2.7 min · r-release-windows-x86_64

Code health

Yes

Tests · ratio 0.41

0.0%

Coverage · measured lines

91%

Documentation · exports

Dependencies · direct

Check history

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 · 128 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

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

Downloads

5.7K

CRAN downloads in the past year

Rank #11,830 · ~16/day · ~475/mo

Releases R versions

Daily download trend is not available in this view yet.

27430 days

90290 days

5.7K1 year

Compare downloads with other packages →

Also on85 r2u33 autocran25 c2d4u

Repository

GitHub ↗ rstudio/tfhub

29Stars

5Forks

2Open issues

1Open PRs

3Releases

120Commits

4Contributors

120 commits · Last activity 2022-12-02

Stars over time

2024-12-15 · 292026-07-07 · 29

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/rstudio/tfhub on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (5)

reticulate tensorflow magrittr rstudioapi vctrs

LinkingTo (0)

none

Suggests (10)

testthat knitr tfestimators keras rmarkdown callr recipes tibble abind fs

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

sentiment.ai

Code & Tests

People & History

People (5)

Maintainer (1)

Tomasz Kalinowski

Author, Maintainer · added in 0.8.1

Authors (3)

Tomasz Kalinowski

Author, Maintainer · added in 0.8.1

Author

Author

Funders (1)

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.8.1Latest
2021-12-19 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
0.8.0
2020-05-22 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.7.0
2019-12-18
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-12-18
Total releases: 3 / 7 yrs
License: Apache License 2.0 OSI
Download size: 666 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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