Package: azuremlsdk 1.10.0
![](https://r-universe.dev/static/nobody.jpg)
Diondra Peck
azuremlsdk: Interface to the 'Azure Machine Learning' 'SDK'
Interface to the 'Azure Machine Learning' Software Development Kit ('SDK'). Data scientists can use the 'SDK' to train, deploy, automate, and manage machine learning models on the 'Azure Machine Learning' service. To learn more about 'Azure Machine Learning' visit the website: <https://docs.microsoft.com/en-us/azure/machine-learning/service/overview-what-is-azure-ml>.
Authors:
azuremlsdk_1.10.0.tar.gz
azuremlsdk_1.10.0.zip(r-4.5)azuremlsdk_1.10.0.zip(r-4.4)azuremlsdk_1.10.0.zip(r-4.3)
azuremlsdk_1.10.0.tgz(r-4.4-any)azuremlsdk_1.10.0.tgz(r-4.3-any)
azuremlsdk_1.10.0.tar.gz(r-4.5-noble)azuremlsdk_1.10.0.tar.gz(r-4.4-noble)
azuremlsdk_1.10.0.tgz(r-4.4-emscripten)azuremlsdk_1.10.0.tgz(r-4.3-emscripten)
azuremlsdk.pdf |azuremlsdk.html✨
azuremlsdk/json (API)
# Install 'azuremlsdk' in R: |
install.packages('azuremlsdk', repos = c('https://azure.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/azure/azureml-sdk-for-r/issues
amlcomputeazureazure-machine-learningazuremldsimachine-learningrstudiosdk-r
Last updated 2 years agofrom:19301e106c. Checks:OK: 3 NOTE: 4. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 27 2024 |
R-4.5-win | NOTE | Aug 27 2024 |
R-4.5-linux | NOTE | Aug 27 2024 |
R-4.4-win | NOTE | Aug 27 2024 |
R-4.4-mac | NOTE | Aug 27 2024 |
R-4.3-win | OK | Aug 27 2024 |
R-4.3-mac | OK | Aug 27 2024 |
Exports:aci_webservice_deployment_configaks_webservice_deployment_configattach_aks_computeazuremlbandit_policybayesian_parameter_samplingcancel_runchoicecomplete_runcontainer_registryconvert_to_dataset_with_csv_filesconvert_to_dataset_with_parquet_filescran_packagecreate_aks_computecreate_aml_computecreate_child_runcreate_child_runscreate_file_dataset_from_filescreate_tabular_dataset_from_delimited_filescreate_tabular_dataset_from_json_lines_filescreate_tabular_dataset_from_parquet_filescreate_tabular_dataset_from_sql_querycreate_workspacedata_pathdata_type_booldata_type_datetimedata_type_doubledata_type_longdata_type_stringdataset_consumption_configdefine_timestamp_columns_for_datasetdelete_computedelete_local_webservicedelete_modeldelete_secretsdelete_webservicedelete_workspacedeploy_modeldetach_aks_computedownload_file_from_rundownload_files_from_rundownload_from_datastoredownload_from_file_datasetdownload_modeldrop_columns_from_datasetestimatorexperimentfilter_dataset_after_timefilter_dataset_before_timefilter_dataset_between_timefilter_dataset_from_recent_timegenerate_new_webservice_keyget_aks_compute_credentialsget_best_run_by_primary_metricget_child_run_hyperparametersget_child_run_metricsget_child_runsget_child_runs_sorted_by_primary_metricget_computeget_current_runget_dataset_by_idget_dataset_by_nameget_datastoreget_default_datastoreget_default_keyvaultget_environmentget_file_dataset_pathsget_input_dataset_from_runget_modelget_model_package_container_registryget_model_package_creation_logsget_runget_run_detailsget_run_details_with_logsget_run_file_namesget_run_metricsget_runs_in_experimentget_secretsget_secrets_from_runget_webserviceget_webservice_keysget_webservice_logsget_webservice_tokenget_workspaceget_workspace_detailsgithub_packagegrid_parameter_samplinghyperdrive_configinference_configinstall_azuremlinteractive_login_authenticationinvoke_webservicekeep_columns_from_datasetlist_nodes_in_aml_computelist_secretslist_supported_vm_sizeslist_workspacesload_dataset_into_data_frameload_workspace_from_configlocal_webservice_deployment_configlog_accuracy_table_to_runlog_confusion_matrix_to_runlog_image_to_runlog_list_to_runlog_metric_to_runlog_predictions_to_runlog_residuals_to_runlog_row_to_runlog_table_to_runlognormalloguniformmedian_stopping_policymount_file_datasetnormalpackage_modelplot_run_detailsprimary_metric_goalpromote_headers_behaviorpull_model_package_imageqlognormalqloguniformqnormalquniformr_environmentrandintrandom_parameter_samplingrandom_split_datasetregister_azure_blob_container_datastoreregister_azure_file_share_datastoreregister_azure_postgre_sql_datastoreregister_azure_sql_database_datastoreregister_datasetregister_environmentregister_modelregister_model_from_runreload_local_webservice_assetsresource_configurationsave_model_package_filesservice_principal_authenticationset_default_datastoreset_secretsskip_from_datasetstart_logging_runsubmit_experimenttake_from_datasettake_sample_from_datasettruncation_selection_policyuniformunregister_all_dataset_versionsunregister_datastoreupdate_aci_webserviceupdate_aks_webserviceupdate_aml_computeupdate_local_webserviceupload_files_to_datastoreupload_files_to_runupload_folder_to_runupload_to_datastorewait_for_deploymentwait_for_model_package_creationwait_for_provisioning_completionwait_for_run_completionwrite_workspace_config
Dependencies:base64encbslibcachemclicolorspacecommonmarkcrayoncrosstalkdigestDTevaluatefansifarverfastmapfontawesomefsggplot2gluegtableherehighrhtmltoolshtmlwidgetshttpuvisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepillarpkgconfigplyrpngpromisesR6rappdirsRColorBrewerRcppRcppTOMLreticulaterlangrmarkdownrprojrootrstudioapisassscalesservrshinyshinycssloaderssourcetoolstibbletinytexutf8vctrsviridisLitewithrxfunxtableyaml
A Deeper Dive into Experiments
Rendered fromexperiments-deep-dive.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-09-30
Started: 2020-05-07
Building custom Docker images for training and deployment
Rendered frombuilding-custom-docker-images.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-08-25
Started: 2020-08-25
Deploy a web service to Azure Kubernetes Service
Rendered fromdeploy-to-aks.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-05-07
Started: 2020-05-06
Deploying models
Rendered fromdeploying-models.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-09-30
Started: 2020-05-06
Hyperparameter tune a Keras model
Rendered fromhyperparameter-tune-with-keras.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-09-30
Started: 2020-05-06
Install the Azure ML SDK for R
Rendered frominstallation.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-07-09
Started: 2019-10-09
Known issues and troubleshooting
Rendered fromtroubleshooting.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2021-01-19
Started: 2020-05-06
Set up an Azure ML workspace
Rendered fromconfiguration.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-03-03
Started: 2019-10-25
Train a TensorFlow model
Rendered fromtrain-with-tensorflow.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-09-30
Started: 2020-05-06
Train and deploy your first model with Azure ML
Rendered fromtrain-and-deploy-first-model.Rmd
usingknitr::rmarkdown
on Aug 27 2024.Last update: 2020-05-07
Started: 2020-05-06