cloudml
R interface to Google CloudML
Training
Function(s) | Description |
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cloudml_train() | Train a model using Cloud ML |
Prediction
Function(s) | Description |
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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 |