Functions for model training.
Train a model using Cloud ML
Functions for deploying models and generating predictions.
Deploy SavedModel to CloudML
Perform Prediction over a CloudML Model.
Functions for managing remote Cloud ML Jobs.
Current status of a job
Collect job output
Show job log stream
Current trials of a job
Cancel a job
List all jobs
Functions for interacting with Google Storage.
Copy files to / from Google Storage
Synchronize content of two buckets/directories
Google storage bucket path that syncs to local storage when not running on CloudML.
Get a local path to the contents of Google Storage bucket
Functions for interacting with Google Cloud SDK.
Install the Google Cloud SDK
Initialize the Google Cloud SDK
Create an RStudio terminal with access to the Google Cloud SDK