tfruns

The tfruns package provides tools for tracking and managing TensorFlow training runs in R. It automatically captures hyperparameters, metrics, output, and source code from Keras and TensorFlow Estimator models without requiring code changes.

The package solves the problem of experiment management by enabling comparison of hyperparameters and metrics across multiple runs to identify the best performing models. It automatically generates visualization reports for individual runs or comparisons between runs. The key advantage is that it works out of the box with existing TensorFlow workflows without modifying source code.