tfdeploy

0.6.1

Deploy 'TensorFlow' Models

0packages depend

2.5Kdownloads / year

1.4%test coverage

13/13checks pass

Overview

About

Maintained by Daniel FalbelFirst published 2019-02-052 releasesCRAN page ↗

Tools to deploy 'TensorFlow' https://www.tensorflow.org/ models across multiple services. Currently, it provides a local server for testing 'cloudml' compatible services.

Install

R (CRAN)Ubuntu (r2u)openSUSE (OBS)

install.packages("tfdeploy", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-tfdeploy

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

# 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-tfdeploy

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

Health

CRAN checks

13OK

Slowest check: 2.4 min · r-release-windows-x86_64

Code health

Yes

Tests · ratio 0.95

1.4%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-06-08
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 144 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

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

Downloads

2.5K

CRAN downloads in the past year

Rank #18,091 · ~7/day · ~209/mo

Releases R versions

Daily download trend is not available in this view yet.

20130 days

63090 days

2.5K1 year

Compare downloads with other packages →

Also on98 r2u31 autocran51 c2d4u

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (7)

httpuv httr jsonlite magrittr reticulate swagger tensorflow

LinkingTo (0)

none

Suggests (7)

cloudml knitr pixels processx testthat yaml stringr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Daniel Falbel

Maintainer, Contributor · added in 0.6.1

Authors (1)

Javier Luraschi

Author, Contributor

Contributors (2)

Daniel Falbel

Maintainer, Contributor · added in 0.6.1

Javier Luraschi

Author, Contributor

RStudio

Package Timeline

2 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
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.6.1Latest
2019-06-14 · current release · diff ↗
R
R 3.6.0 released · 2019-04-26
0.6.0
2019-02-05
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2019-02-05
Total releases: 2 / 7 yrs
License: Apache License 2.0 OSI
Download size: 583 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Model Deployment with R

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