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_local_dir

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