The tfruns package provides a suite of tools for managing TensorFlow training runs and experiments from R:
-
Track the hyperparameters, metrics, output, and source code of every training run.
-
Compare hyperparameters and metrics across runs to find the best performing model.
-
Automatically generate reports to visualize individual training runs or comparisons between runs.
-
No changes to source code required (run data is automatically captured for all Keras and TF Estimator models).
You can find documentation for the tfruns package at https://tensorflow.rstudio.com/tools/tfruns/