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:
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')) |
Bug tracker:https://github.com/rstudio/tfruns/issues
Last updated 7 months agofrom:d6e8b67442. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 15 2024 |
| R-4.5-win | NOTE | Nov 15 2024 |
| R-4.5-linux | NOTE | Nov 15 2024 |
| R-4.4-win | OK | Nov 15 2024 |
| R-4.4-mac | OK | Nov 15 2024 |
| R-4.3-win | OK | Nov 15 2024 |
| R-4.3-mac | OK | Nov 15 2024 |
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 Nov 15 2024.Last update: 2021-02-24
Started: 2017-09-28
tfruns: Track and Visualize Training Runs
Rendered fromoverview.Rmdusingknitr::rmarkdownon Nov 15 2024.Last update: 2022-09-02
Started: 2017-10-02
Managing Runs
Rendered frommanaging.Rmdusingknitr::rmarkdownon Nov 15 2024.Last update: 2018-01-26
Started: 2017-09-29
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Clean run directories | clean_runs purge_runs |
| Compare training runs | compare_runs |
| Copy run directories | copy_run copy_run_files |
| Flags for a training run | flags flag_boolean flag_integer flag_numeric flag_string |
| Check for an active training run | is_run_active |
| Latest training run | latest_run |
| List or view training runs | ls_runs |
| Current run directory | run_dir |
| Summary of training run | run_info |
| Save a run comparison as HTML | save_run_comparison |
| Save a run view as HTML | save_run_view |
| Run a training script | training_run |
| Tune hyperparameters using training flags | tuning_run |
| Create a unique run directory | unique_run_dir |
| View a training run | view_run |
| View metrics for a training run | update_run_metrics view_run_metrics |
