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