R Observatory: Metrics for tfautograph version 0.3.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tfautograph

0.3.2Package record

Autograph R for 'Tensorflow'

1packages depend

298.2Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Tomasz KalinowskiCRAN page ↗GitHub ↗Website ↗Issues ↗

Translate R control flow expressions into 'Tensorflow' graphs.

Changes in 0.3.2

Added back compatibility with R-3.3 and R-3.4

From NEWS.md in the release

Install

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

install.packages("tfautograph", 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("t-kalinowski/tfautograph")

Development version from t-kalinowski/tfautograph. 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-tfautograph

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-tfautograph

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-tfautograph

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: 2.0 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.2

READMEYes · 115 wordsVignettes· In the repository, left out of the releaseNEWSYes · 100% structured · mentions 0.3.2Citation fileNoWebsiteYes · pkgdown

Help pages: 12
Examples that run: 0%10 never run
Exported functions with examples: 82%
Documented parameters: 82%
Return-value docs: 82%
Help pages citing references: 0%

How these are measured

Downloads

298.2K

CRAN downloads in the past year

Rank #1,096 · ~817/day · ~24.9K/mo

Releases R versions

Daily download trend is not available in this view yet.

10.4K30 days

33.4K90 days

298.2K1 year

Compare downloads with other packages →

Also on2.5K r2u3 autocran5.7K conda_forge971 c2d4u

How downloads are counted

Repository

t-kalinowski/tfautograph ↗Account: t-kalinowski

18Stars

2Forks

6Open issues

1Open PRs

3Releases

232Commits

2Commit identities

rtensorflowautograph

License file reads as GPL-3.0 · 232 commits · Last activity 2023-05-16 · Default branch at 0.3.2.9000, ahead of CRAN 0.3.2 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 80%
Median days to close, 50 most recently updated closed issues: 14
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-03-31 · 172026-07-07 · 18

How these are measured

PracticesBeta

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

Checks run against github.com/t-kalinowski/tfautograph on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (2)

pkgdown

GitHub Pages site last deployed 2023-05-16

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing tfautograph adds 11 packages (8 with compiled code, 5.5 MB of source tarballs). Heaviest: Rcpp 1.8 MB, reticulate 1.6 MB, jsonlite 1.0 MB.

Depends (1)

R >= 3.1

Imports (2)

reticulate backports

LinkingTo (0)

none

Suggests (3)

rlang tensorflow testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

59indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

tensorflow

How these are counted

Code & Tests

People & History

People (1)

Tomasz Kalinowski

Author, Maintainer since 0.1.0 (2019)

Releases (5)

Pick two releases to compare their code metrics.

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
0.3.2Latest
record
2021-09-17 · current release · diff ↗
0.3.1
record
2021-08-19 · diff ↗
0.3.0
record
2021-07-14 · diff ↗ ·
removed 2 exports
tf, tf_function
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.2.0
record
2020-01-08 · diff ↗ ·
added 1 export
tf_map
0.1.0
record
2019-10-09
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-10-09
Total releases: 5 / 7 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.1
Download size: 46 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tfautograph")

Format

Kalinowski, T. (2021). tfautograph: Autograph R for 'Tensorflow' (Version 0.3.2) [Computer software]. https://doi.org/10.32614/CRAN.package.tfautograph

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 tfautograph version 0.3.2 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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