isabella232 / tfruns

Track, Visualize, and Manage TensorFlow Training Runs

tfruns: Track, Visualize, and Manage Training Runs

Overview

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/