tfruns

1.5.4

Training Run Tools for 'TensorFlow'

5packages depend

490.9Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Tomasz KalinowskiFirst published 2017-07-2312 releasesCRAN page ↗GitHub ↗

Create and manage unique directories for each 'TensorFlow' training run. Provides a unique, time stamped directory for each run along with functions to retrieve the directory of the latest run or latest several runs.

Install

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

install.packages("tfruns")

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

pak::pak("rstudio/tfruns")

Development version from rstudio/tfruns. Requires the pak package.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-tfruns

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

bspm (used by r2u) also needs make: sudo apt install make

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-tfruns

RPMs from the iucar/cran COPR, rebuilt from CRAN.

sudo zypper install R-tfruns

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

13OK

Code health

Yes

Tests · ratio 0.18

not tracked

Coverage

96%

Documentation · exports

Yes

Vignettes

Yes

README

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

490.9K

CRAN downloads in the past year

Rank #947 · ~1.3K/day · ~40.9K/mo

14.5K30 days

51.9K90 days

490.9K1 year

Also on2.2K r2u23 autocran6K conda_forge1.2K c2d4u

Source & community

GitHub ↗

Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1

Imports (11)

utils basejsonlite base64enc yaml config magrittr whisker tidyselect rlang rstudioapi reticulate

LinkingTo (0)

none

Suggests (5)

testthat knitr withr here rmarkdown

Enhances (0)

none

Reverse dependencies

5direct

–indirect (not tracked)

cloudml keras keras3 tensorflow tfestimators

Code

4,170Lines of code

27Exported functions

Code & tests

Open call graph →

Code intelligence has not been computed for this package yet.

People & History

People (15)

Maintainer (1)

Tomasz Kalinowski

Contributor, Maintainer

Authors (1)

JJ Allaire

Author

Contributors (1)

Contributor

Show 4 more copyright holders

Release timeline

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

R
R 4.6.0 released · 2026-04-24
1.5.4Latest
2025-08-20 · current release
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.5.3
2024-04-19 · diff ↗
1.5.2
2024-01-26 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.5.1
2022-09-05 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.5.0
2021-02-26 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.4
2018-08-25 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.3
2018-02-18 · diff ↗

Show 5 earlier events

1.2
2018-01-18 · diff ↗
1.1
2017-12-17 · diff ↗
1.0
2017-10-07 · diff ↗
0.9.1
2017-08-24 · diff ↗
0.9
2017-07-23

Package metadata

First published: 2017-07-23
Total releases: 12 / 9 yrs
License: Apache License 2.0 OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet