├── .Rbuildignore ├── .gitignore ├── DESCRIPTION ├── NAMESPACE ├── NEWS.md ├── R ├── arguments.R ├── cloudml-package.R ├── config.R ├── docs.R ├── gcloud-config.R ├── gcloud-exec.R ├── gcloud-install.R ├── gcloud-storage.R ├── gcloud-version.R ├── gsutil-exec.R ├── imports.R ├── job-registry.R ├── job-utils.R ├── jobs.R ├── models.R ├── scope.R ├── terminal.R ├── utils.R └── zzz.R ├── README.md ├── cloudml.Rproj ├── cran-comments.md ├── dev ├── census │ ├── .gitignore │ ├── analysis │ │ ├── .gitignore │ │ ├── census.Rmd │ │ └── census_predict.Rmd │ ├── flags.yml │ ├── hypertune.yml │ ├── model.R │ ├── predict.R │ └── train.R ├── diagnostics │ └── train.R ├── mtcars │ ├── python │ │ ├── setup.py │ │ ├── source │ │ │ ├── __init__.py │ │ │ ├── __init__.pyc │ │ │ └── train.py │ │ └── submit-python.sh │ └── r │ │ ├── .gitignore │ │ ├── flags.yml │ │ ├── model.R │ │ └── train.R └── packrat │ ├── cloudml.yml │ └── train.R ├── inst ├── cloudml │ ├── cloudml │ │ ├── __init__.py │ │ ├── deploy.R │ │ └── deploy.py │ └── setup.py └── examples │ ├── custom_command │ ├── cloudml.yml │ └── example.R │ ├── keras │ ├── mnist_mlp.R │ └── tuning.yml │ ├── mnist │ ├── train.R │ └── tuning.yml │ └── tfestimators │ ├── train.R │ └── tuning.yml ├── man ├── cloudml-package.Rd ├── cloudml_deploy.Rd ├── cloudml_predict.Rd ├── cloudml_train.Rd ├── gcloud_exec.Rd ├── gcloud_init.Rd ├── gcloud_install.Rd ├── gcloud_terminal.Rd ├── gcloud_version.Rd ├── gs_copy.Rd ├── gs_data_dir.Rd ├── gs_data_dir_local.Rd ├── gs_local_dir.Rd ├── gs_rsync.Rd ├── gsutil_exec.Rd ├── job_cancel.Rd ├── job_collect.Rd ├── job_list.Rd ├── job_status.Rd ├── job_stream_logs.Rd └── job_trials.Rd ├── pkgdown ├── _pkgdown.yml └── extra.css ├── tests ├── testthat.R └── testthat │ ├── .gitignore │ ├── helper-initialize.R │ ├── test-config.R │ ├── test-jobs.R │ └── test-train.R └── vignettes ├── .gitignore ├── deployment.Rmd ├── getting_started.Rmd ├── images ├── cloudml.png ├── deploy-keras-mnist-image.png ├── 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