cloudml
R interface to Google CloudML
Training
| Function(s) | Description |
|---|---|
| cloudml_train() | Train a model using Cloud ML |
Prediction
| Function(s) | Description |
|---|---|
| cloudml_deploy() | Deploy SavedModel to CloudML |
| cloudml_predict() | Perform Prediction over a CloudML Model. |
Managing Jobs
| Function(s) | Description |
|---|---|
| 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
| Function(s) | Description |
|---|---|
| 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
| Function(s) | Description |
|---|---|
| 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 |