Package: tfruns 1.5.3

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_1.5.3.tar.gz
tfruns_1.5.3.zip(r-4.5)tfruns_1.5.3.zip(r-4.4)tfruns_1.5.3.zip(r-4.3)
tfruns_1.5.3.tgz(r-4.4-any)tfruns_1.5.3.tgz(r-4.3-any)
tfruns_1.5.3.tar.gz(r-4.5-noble)tfruns_1.5.3.tar.gz(r-4.4-noble)
tfruns_1.5.3.tgz(r-4.4-emscripten)tfruns_1.5.3.tgz(r-4.3-emscripten)
tfruns.pdf |tfruns.html
tfruns/json (API)
NEWS

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

Peer review:

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

On CRAN:

27 exports 34 stars 6.17 score 23 dependencies 78 dependents 17.4k downloads

Last updated 2 months agofrom:d6e8b6744235abf821644599165d1b77fa65f91a

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

Hyperparameter Tuning

Rendered fromtuning.Rmdusingknitr::rmarkdownon Jun 18 2024.

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

tfruns: Track and Visualize Training Runs

Rendered fromoverview.Rmdusingknitr::rmarkdownon Jun 18 2024.

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

Managing Runs

Rendered frommanaging.Rmdusingknitr::rmarkdownon Jun 18 2024.

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