Function Reference

    Training

    Functions for model training.

    cloudml_train()

    Train a model using Cloud ML

    Prediction

    Functions for deploying models and generating predictions.

    cloudml_deploy()

    Deploy SavedModel to CloudML

    cloudml_predict()

    Perform Prediction over a CloudML Model.

    Managing Jobs

    Functions for managing remote Cloud ML Jobs.

    job_status()

    Current status of a job

    job_collect()

    Collect job output

    job_stream_logs()

    Show job log stream

    job_trials()

    Current trials of a job

    job_cancel()

    Cancel a job

    job_list()

    List all jobs

    Google Storage

    Functions for interacting with Google Storage.

    gs_copy()

    Copy files to / from Google Storage

    gs_rsync()

    Synchronize content of two buckets/directories

    gs_data_dir()

    Google storage bucket path that syncs to local storage when not running on CloudML.

    gs_data_dir_local()

    Get a local path to the contents of Google Storage bucket

    Google Cloud SDK

    Functions for interacting with Google Cloud SDK.

    gcloud_install()

    Install the Google Cloud SDK

    gcloud_init()

    Initialize the Google Cloud SDK

    gcloud_terminal()

    Create an RStudio terminal with access to the Google Cloud SDK