Package: cloudml 0.6.1
cloudml: Interface to the Google Cloud Machine Learning Platform
Interface to the Google Cloud Machine Learning Platform <https://cloud.google.com/ml-engine>, which provides cloud tools for training machine learning models.
Authors:
cloudml_0.6.1.tar.gz
cloudml_0.6.1.zip(r-4.5)cloudml_0.6.1.zip(r-4.4)cloudml_0.6.1.zip(r-4.3)
cloudml_0.6.1.tgz(r-4.4-any)cloudml_0.6.1.tgz(r-4.3-any)
cloudml_0.6.1.tar.gz(r-4.5-noble)cloudml_0.6.1.tar.gz(r-4.4-noble)
cloudml_0.6.1.tgz(r-4.4-emscripten)cloudml_0.6.1.tgz(r-4.3-emscripten)
cloudml.pdf |cloudml.html✨
cloudml/json (API)
NEWS
| # Install 'cloudml' in R: |
| install.packages('cloudml', repos = c('https://dfalbel.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:13c9b4287f. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 10 2024 |
| R-4.5-win | NOTE | Nov 10 2024 |
| R-4.5-linux | NOTE | Nov 10 2024 |
| R-4.4-win | OK | Nov 10 2024 |
| R-4.4-mac | OK | Nov 10 2024 |
| R-4.3-win | OK | Nov 10 2024 |
| R-4.3-mac | OK | Nov 10 2024 |
Exports:cloudml_deploycloudml_predictcloudml_traingcloud_execgcloud_initgcloud_installgcloud_terminalgcloud_versiongs_copygs_data_dirgs_data_dir_localgs_local_dirgs_rsyncgsutil_execjob_canceljob_collectjob_listjob_statusjob_stream_logsjob_trials
Dependencies:base64enccliconfigglueherejsonlitelatticelifecyclemagrittrMatrixpackratpngprocessxpsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitfrunstidyselectvctrswhiskerwithryaml
Deploying Models
Rendered fromdeployment.Rmdusingknitr::rmarkdownon Nov 10 2024.Last update: 2018-06-06
Started: 2018-06-06
R Interface to Google CloudML
Rendered fromgetting_started.Rmdusingknitr::rmarkdownon Nov 10 2024.Last update: 2019-09-03
Started: 2018-06-06
Google Cloud Storage
Rendered fromstorage.Rmdusingknitr::rmarkdownon Nov 10 2024.Last update: 2018-08-27
Started: 2018-06-06
Hyperparameter Tuning
Rendered fromtuning.Rmdusingknitr::rmarkdownon Nov 10 2024.Last update: 2018-06-06
Started: 2018-06-06
Training with CloudML
Rendered fromtraining.Rmdusingknitr::rmarkdownon Nov 10 2024.Last update: 2018-06-06
Started: 2018-06-06
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Deploy SavedModel to CloudML | cloudml_deploy |
| Perform Prediction over a CloudML Model. | cloudml_predict |
| Train a model using Cloud ML | cloudml_train |
| Initialize the Google Cloud SDK | gcloud_init |
| Install the Google Cloud SDK | gcloud_install |
| Create an RStudio terminal with access to the Google Cloud SDK | gcloud_terminal |
| Gcloud version | gcloud_version |
| Copy files to / from Google Storage | gs_copy |
| Google storage bucket path that syncs to local storage when not running on CloudML. | gs_data_dir |
| Get a local path to the contents of Google Storage bucket | gs_data_dir_local |
| Synchronize content of two buckets/directories | gs_rsync |
| Cancel a job | job_cancel |
| Collect job output | job_collect |
| List all jobs | job_list |
| Current status of a job | job_status |
| Show job log stream | job_stream_logs |
| Current trials of a job | job_trials |
