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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/
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.