Package: tfruns 1.5.4.9000

Tomasz Kalinowski

tfruns: Training Run Tools for 'TensorFlow'

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.

Authors:Tomasz Kalinowski [ctb, cre], Daniel Falbel [ctb], JJ Allaire [aut], RStudio [cph, fnd], Mike Bostock [cph], Masayuki Tanaka [cph], jQuery Foundation [cph], jQuery contributors [cph], Shaun Bowe [cph], Materialize [cph], Yuxi You [cph], Kevin Decker [cph], Rodrigo Fernandes [cph], Ivan Sagalaev [cph], Yauheni Pakala [cph]

tfruns_1.5.4.9000.tar.gz
tfruns_1.5.4.9000.zip(r-4.7)tfruns_1.5.4.9000.zip(r-4.6)tfruns_1.5.4.9000.zip(r-4.5)
tfruns_1.5.4.9000.tgz(r-4.6-any)tfruns_1.5.4.9000.tgz(r-4.5-any)
tfruns_1.5.4.9000.tar.gz(r-4.7-any)tfruns_1.5.4.9000.tar.gz(r-4.6-any)
tfruns_1.5.4.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tfruns/json (API)

# Install 'tfruns' in R:
install.packages('tfruns', repos = c('https://rstudio.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/rstudio/tfruns/issues

On CRAN:

Conda:

11.89 score 34 stars 76 packages 394 scripts 17k downloads 1 mentions 27 exports 23 dependencies

Last updated from:ee620b4ef6. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK163
source / vignettesOK191
linux-release-x86_64OK139
macos-release-arm64OK294
macos-oldrel-arm64OK108
windows-develOK139
windows-releaseOK159
windows-oldrelOK137
wasm-releaseOK106

Exports:%>%as_run_dirclean_runscompare_runscopy_runcopy_run_filesflag_booleanflag_integerflag_numericflag_stringflagsis_run_activelatest_runls_runspurge_runsrun_dirrun_infosave_run_comparisonsave_run_viewtraining_runtuning_rununique_run_dirupdate_run_metricsview_runview_run_metricswrite_run_datawrite_run_metadata

Dependencies:base64enccliconfigglueherejsonlitelatticelifecyclemagrittrMatrixpngrappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitidyselectvctrswhiskerwithryaml

tfruns: Track and Visualize Training Runs
Installation | Training | Comparing Runs | Analyzing Runs | RStudio IDE | Addin | Background Training | Publishing Reports | Hyperparameter Tuning | Managing Runs
Rendered fromoverview.Rmdusingknitr::rmarkdown

Last update: 2022-09-02
Started: 2017-10-02

Hyperparameter Tuning
Overview | Training Flags | Tuning Runs | Experiment Scopes | Sampling Flag Combinations
Rendered fromtuning.Rmdusingknitr::rmarkdown

Last update: 2021-02-24
Started: 2017-09-28

Managing Runs
Run Output | Cleaning Runs | Purging Runs
Rendered frommanaging.Rmdusingknitr::rmarkdown

Last update: 2018-01-26
Started: 2017-09-29