Files in Azure/azureml-sdk-for-r
Interface to the 'Azure Machine Learning' 'SDK'

.Rbuildignore
.azure-pipelines/code-quality.yml
.azure-pipelines/docker/Dockerfile
.azure-pipelines/function-tests.yml
.azure-pipelines/scripts/check_code_style.R .azure-pipelines/scripts/validate_copyright_header.R .azure-pipelines/scripts/validate_samples.R
.azure-pipelines/update-docs.yml
.azure-pipelines/validate-samples.yml
.github/ISSUE_TEMPLATE/bug_report.md .github/ISSUE_TEMPLATE/feature_request.md
.github/workflows/stale.yml
.gitignore
CODE_OF_CONDUCT.md CONTRIBUTING.md
DESCRIPTION
LICENSE
LICENSE.md
NAMESPACE
NEWS.md R/compute.R R/datasets.R R/datastore.R R/do_azureml_parallel.R R/environment.R R/estimator.R R/experiment.R R/hyperdrive.R R/install.R R/keyvault.R R/model.R R/modules.R R/package.R R/run.R R/webservice-aci.R R/webservice-aks.R R/webservice-local.R R/webservice.R R/workspace.R README.md
_pkgdown.yml
azureml-sdk-for-r.Rproj
codecov.yml
cran-comments.md dev_instruction.md
docs/404.html
docs/CODE_OF_CONDUCT.html
docs/CONTRIBUTING.html
docs/LICENSE-text.html
docs/LICENSE.html
docs/articles/building-custom-docker-images.html
docs/articles/configuration.html
docs/articles/deploy-to-aks.html
docs/articles/deploying-models.html
docs/articles/experiments-deep-dive.html
docs/articles/hyperparameter-tune-with-keras.html
docs/articles/index.html
docs/articles/installation.html
docs/articles/train-and-deploy-first-model.html
docs/articles/train-with-tensorflow.html
docs/articles/troubleshooting.html
docs/authors.html
docs/dev_instruction.html
docs/docsearch.css
docs/docsearch.js
docs/index.html
docs/link.svg
docs/news/index.html
docs/pkgdown.css
docs/pkgdown.js
docs/pkgdown.yml
docs/reference/aci_webservice_deployment_config.html
docs/reference/aks_webservice_deployment_config.html
docs/reference/attach_aks_compute.html
docs/reference/azureml.html
docs/reference/bandit_policy.html
docs/reference/bayesian_parameter_sampling.html
docs/reference/cancel_run.html
docs/reference/choice.html
docs/reference/complete_run.html
docs/reference/container_registry.html
docs/reference/convert_to_dataset_with_csv_files.html
docs/reference/convert_to_dataset_with_parquet_files.html
docs/reference/cran_package.html
docs/reference/create_aks_compute.html
docs/reference/create_aml_compute.html
docs/reference/create_child_run.html
docs/reference/create_child_runs.html
docs/reference/create_file_dataset_from_files.html
docs/reference/create_tabular_dataset_from_delimited_files.html
docs/reference/create_tabular_dataset_from_json_lines_files.html
docs/reference/create_tabular_dataset_from_parquet_files.html
docs/reference/create_tabular_dataset_from_sql_query.html
docs/reference/create_workspace.html
docs/reference/data_path.html
docs/reference/data_type_bool.html
docs/reference/data_type_datetime.html
docs/reference/data_type_double.html
docs/reference/data_type_long.html
docs/reference/data_type_string.html
docs/reference/dataset_consumption_config.html
docs/reference/define_timestamp_columns_for_dataset.html
docs/reference/delete_compute.html
docs/reference/delete_local_webservice.html
docs/reference/delete_model.html
docs/reference/delete_secrets.html
docs/reference/delete_webservice.html
docs/reference/delete_workspace.html
docs/reference/deploy_model.html
docs/reference/detach_aks_compute.html
docs/reference/download_file_from_run.html
docs/reference/download_files_from_run.html
docs/reference/download_from_datastore.html
docs/reference/download_from_file_dataset.html
docs/reference/download_model.html
docs/reference/drop_columns_from_dataset.html
docs/reference/estimator.html
docs/reference/experiment.html
docs/reference/filter_dataset_after_time.html
docs/reference/filter_dataset_before_time.html
docs/reference/filter_dataset_between_time.html
docs/reference/filter_dataset_from_recent_time.html
docs/reference/generate_entry_script.html
docs/reference/generate_new_webservice_key.html
docs/reference/get_aks_compute_credentials.html
docs/reference/get_best_run_by_primary_metric.html
docs/reference/get_child_run_hyperparameters.html
docs/reference/get_child_run_metrics.html
docs/reference/get_child_runs.html
docs/reference/get_child_runs_sorted_by_primary_metric.html
docs/reference/get_compute.html
docs/reference/get_current_run.html
docs/reference/get_dataset_by_id.html
docs/reference/get_dataset_by_name.html
docs/reference/get_datastore.html
docs/reference/get_default_datastore.html
docs/reference/get_default_keyvault.html
docs/reference/get_environment.html
docs/reference/get_file_dataset_paths.html
docs/reference/get_input_dataset_from_run.html
docs/reference/get_model.html
docs/reference/get_model_package_container_registry.html
docs/reference/get_model_package_creation_logs.html
docs/reference/get_run.html
docs/reference/get_run_details.html
docs/reference/get_run_details_with_logs.html
docs/reference/get_run_file_names.html
docs/reference/get_run_metrics.html
docs/reference/get_runs_in_experiment.html
docs/reference/get_secrets.html
docs/reference/get_secrets_from_run.html
docs/reference/get_webservice.html
docs/reference/get_webservice_keys.html
docs/reference/get_webservice_logs.html
docs/reference/get_webservice_token.html
docs/reference/get_workspace.html
docs/reference/get_workspace_details.html
docs/reference/github_package.html
docs/reference/grid_parameter_sampling.html
docs/reference/hyperdrive_config.html
docs/reference/index.html
docs/reference/inference_config.html
docs/reference/install_azureml.html
docs/reference/interactive_login_authentication.html
docs/reference/invoke_webservice.html
docs/reference/keep_columns_from_dataset.html
docs/reference/list_nodes_in_aml_compute.html
docs/reference/list_secrets.html
docs/reference/list_supported_vm_sizes.html
docs/reference/list_workspaces.html
docs/reference/load_dataset_into_data_frame.html
docs/reference/load_workspace_from_config.html
docs/reference/local_webservice_deployment_config.html
docs/reference/log_accuracy_table_to_run.html
docs/reference/log_confusion_matrix_to_run.html
docs/reference/log_image_to_run.html
docs/reference/log_list_to_run.html
docs/reference/log_metric_to_run.html
docs/reference/log_predictions_to_run.html
docs/reference/log_residuals_to_run.html
docs/reference/log_row_to_run.html
docs/reference/log_table_to_run.html
docs/reference/lognormal.html
docs/reference/loguniform.html
docs/reference/median_stopping_policy.html
docs/reference/merge_results.html
docs/reference/mount_file_dataset.html
docs/reference/normal.html
docs/reference/package_model.html
docs/reference/plot_run_details.html
docs/reference/primary_metric_goal.html
docs/reference/promote_headers_behavior.html
docs/reference/pull_model_package_image.html
docs/reference/qlognormal.html
docs/reference/qloguniform.html
docs/reference/qnormal.html
docs/reference/quniform.html
docs/reference/r_environment.html
docs/reference/randint.html
docs/reference/random_parameter_sampling.html
docs/reference/random_split_dataset.html
docs/reference/register_azure_blob_container_datastore.html
docs/reference/register_azure_data_lake_gen2_datastore.html
docs/reference/register_azure_file_share_datastore.html
docs/reference/register_azure_postgre_sql_datastore.html
docs/reference/register_azure_sql_database_datastore.html
docs/reference/register_dataset.html
docs/reference/register_do_azureml_parallel.html
docs/reference/register_environment.html
docs/reference/register_model.html
docs/reference/register_model_from_run.html
docs/reference/reload_local_webservice_assets.html
docs/reference/resource_configuration.html
docs/reference/save_model_package_files.html
docs/reference/service_principal_authentication.html
docs/reference/set_default_datastore.html
docs/reference/set_secrets.html
docs/reference/skip_from_dataset.html
docs/reference/split_tasks.html
docs/reference/start_logging_run.html
docs/reference/submit_child_run.html
docs/reference/submit_experiment.html
docs/reference/take_from_dataset.html
docs/reference/take_sample_from_dataset.html
docs/reference/truncation_selection_policy.html
docs/reference/uniform.html
docs/reference/unregister_all_dataset_versions.html
docs/reference/unregister_datastore.html
docs/reference/update_aci_webservice.html
docs/reference/update_aks_webservice.html
docs/reference/update_aml_compute.html
docs/reference/update_local_webservice.html
docs/reference/upload_files_to_datastore.html
docs/reference/upload_files_to_run.html
docs/reference/upload_folder_to_run.html
docs/reference/upload_to_datastore.html
docs/reference/wait_for_deployment.html
docs/reference/wait_for_model_package_creation.html
docs/reference/wait_for_provisioning_completion.html
docs/reference/wait_for_run_completion.html
docs/reference/write_workspace_config.html
inst/widget/app.R man/aci_webservice_deployment_config.Rd man/aks_webservice_deployment_config.Rd man/attach_aks_compute.Rd man/azureml.Rd man/bandit_policy.Rd man/bayesian_parameter_sampling.Rd man/cancel_run.Rd man/choice.Rd man/complete_run.Rd man/container_registry.Rd man/convert_to_dataset_with_csv_files.Rd man/convert_to_dataset_with_parquet_files.Rd man/cran_package.Rd man/create_aks_compute.Rd man/create_aml_compute.Rd man/create_child_run.Rd man/create_child_runs.Rd man/create_file_dataset_from_files.Rd man/create_tabular_dataset_from_delimited_files.Rd man/create_tabular_dataset_from_json_lines_files.Rd man/create_tabular_dataset_from_parquet_files.Rd man/create_tabular_dataset_from_sql_query.Rd man/create_workspace.Rd man/data_path.Rd man/data_type_bool.Rd man/data_type_datetime.Rd man/data_type_double.Rd man/data_type_long.Rd man/data_type_string.Rd man/dataset_consumption_config.Rd man/define_timestamp_columns_for_dataset.Rd man/delete_compute.Rd man/delete_local_webservice.Rd man/delete_model.Rd man/delete_secrets.Rd man/delete_webservice.Rd man/delete_workspace.Rd man/deploy_model.Rd man/detach_aks_compute.Rd man/download_file_from_run.Rd man/download_files_from_run.Rd man/download_from_datastore.Rd man/download_from_file_dataset.Rd man/download_model.Rd man/drop_columns_from_dataset.Rd man/estimator.Rd man/experiment.Rd man/filter_dataset_after_time.Rd man/filter_dataset_before_time.Rd man/filter_dataset_between_time.Rd man/filter_dataset_from_recent_time.Rd man/generate_entry_script.Rd man/generate_new_webservice_key.Rd man/get_aks_compute_credentials.Rd man/get_best_run_by_primary_metric.Rd man/get_child_run_hyperparameters.Rd man/get_child_run_metrics.Rd man/get_child_runs.Rd man/get_child_runs_sorted_by_primary_metric.Rd man/get_compute.Rd man/get_current_run.Rd man/get_dataset_by_id.Rd man/get_dataset_by_name.Rd man/get_datastore.Rd man/get_default_datastore.Rd man/get_default_keyvault.Rd man/get_environment.Rd man/get_file_dataset_paths.Rd man/get_input_dataset_from_run.Rd man/get_model.Rd man/get_model_package_container_registry.Rd man/get_model_package_creation_logs.Rd man/get_run.Rd man/get_run_details.Rd man/get_run_details_with_logs.Rd man/get_run_file_names.Rd man/get_run_metrics.Rd man/get_runs_in_experiment.Rd man/get_secrets.Rd man/get_secrets_from_run.Rd man/get_webservice.Rd man/get_webservice_keys.Rd man/get_webservice_logs.Rd man/get_webservice_token.Rd man/get_workspace.Rd man/get_workspace_details.Rd man/github_package.Rd man/grid_parameter_sampling.Rd man/hyperdrive_config.Rd man/inference_config.Rd man/install_azureml.Rd man/interactive_login_authentication.Rd man/invoke_webservice.Rd man/keep_columns_from_dataset.Rd man/list_nodes_in_aml_compute.Rd man/list_secrets.Rd man/list_supported_vm_sizes.Rd man/list_workspaces.Rd man/load_dataset_into_data_frame.Rd man/load_workspace_from_config.Rd man/local_webservice_deployment_config.Rd man/log_accuracy_table_to_run.Rd man/log_confusion_matrix_to_run.Rd man/log_image_to_run.Rd man/log_list_to_run.Rd man/log_metric_to_run.Rd man/log_predictions_to_run.Rd man/log_residuals_to_run.Rd man/log_row_to_run.Rd man/log_table_to_run.Rd man/lognormal.Rd man/loguniform.Rd man/median_stopping_policy.Rd man/merge_results.Rd man/mount_file_dataset.Rd man/normal.Rd man/package_model.Rd man/plot_run_details.Rd man/primary_metric_goal.Rd man/promote_headers_behavior.Rd man/pull_model_package_image.Rd man/qlognormal.Rd man/qloguniform.Rd man/qnormal.Rd man/quniform.Rd man/r_environment.Rd man/randint.Rd man/random_parameter_sampling.Rd man/random_split_dataset.Rd man/register_azure_blob_container_datastore.Rd man/register_azure_data_lake_gen2_datastore.Rd man/register_azure_file_share_datastore.Rd man/register_azure_postgre_sql_datastore.Rd man/register_azure_sql_database_datastore.Rd man/register_dataset.Rd man/register_do_azureml_parallel.Rd man/register_environment.Rd man/register_model.Rd man/register_model_from_run.Rd man/reload_local_webservice_assets.Rd man/resource_configuration.Rd man/save_model_package_files.Rd man/service_principal_authentication.Rd man/set_default_datastore.Rd man/set_secrets.Rd man/skip_from_dataset.Rd man/split_tasks.Rd man/start_logging_run.Rd man/submit_child_run.Rd man/submit_experiment.Rd man/take_from_dataset.Rd man/take_sample_from_dataset.Rd man/truncation_selection_policy.Rd man/uniform.Rd man/unregister_all_dataset_versions.Rd man/unregister_datastore.Rd man/update_aci_webservice.Rd man/update_aks_webservice.Rd man/update_aml_compute.Rd man/update_local_webservice.Rd man/upload_files_to_datastore.Rd man/upload_files_to_run.Rd man/upload_folder_to_run.Rd man/upload_to_datastore.Rd man/wait_for_deployment.Rd man/wait_for_model_package_creation.Rd man/wait_for_provisioning_completion.Rd man/wait_for_run_completion.Rd man/write_workspace_config.Rd misc/r-packages-docker.md samples/README.md samples/deployment/deploy-to-aci/deploy-to-aci.R
samples/deployment/deploy-to-aci/model.rds
samples/deployment/deploy-to-aci/score.R samples/deployment/deploy-to-local/deploy-to-local.R
samples/deployment/deploy-to-local/model.rds
samples/deployment/deploy-to-local/score.R samples/deployment/deploy-to-local/score_new.R samples/foreach/README.md samples/foreach/batch_inferencing/batch_inferencing.R
samples/foreach/batch_inferencing/iris.csv
samples/foreach/batch_inferencing/model.rds
samples/training/train-on-amlcompute/iris.csv
samples/training/train-on-amlcompute/train-on-amlcompute.R samples/training/train-on-amlcompute/train.R
samples/training/train-on-local/iris.csv
samples/training/train-on-local/train-on-local.R samples/training/train-on-local/train.R tests/testthat.R
tests/testthat/dummy_data.txt
tests/testthat/dummy_score.R tests/testthat/helper-resources.R
tests/testthat/iris.csv
tests/testthat/teardown-resources.R tests/testthat/test_compute.R tests/testthat/test_datasets.R tests/testthat/test_datastore.R tests/testthat/test_environment.R tests/testthat/test_estimator.R tests/testthat/test_experiment.R tests/testthat/test_hyperdrive.R tests/testthat/test_keyvault.R tests/testthat/test_model.R tests/testthat/test_webservice.R tests/testthat/test_workspace.R tests/testthat/train_dummy.R tests/testthat/train_hyperdrive_dummy.R tests/testthat/utils.R vignettes/README.md vignettes/building-custom-docker-images.Rmd vignettes/configuration.Rmd vignettes/deploy-to-aks.Rmd
vignettes/deploy-to-aks/model.rds
vignettes/deploy-to-aks/score.R vignettes/deploying-models.Rmd vignettes/experiments-deep-dive.Rmd vignettes/experiments-deep-dive/accident-app/app.R vignettes/experiments-deep-dive/accident-glm.R vignettes/experiments-deep-dive/accident-glmnet.R vignettes/experiments-deep-dive/accident-knn.R vignettes/experiments-deep-dive/accident_predict_caret.R vignettes/hyperparameter-tune-with-keras.Rmd
vignettes/hyperparameter-tune-with-keras/Dockerfile
vignettes/hyperparameter-tune-with-keras/cifar10_cnn.R vignettes/installation.Rmd vignettes/train-and-deploy-first-model.Rmd vignettes/train-and-deploy-first-model/accident_predict.R vignettes/train-and-deploy-first-model/accidents.R
vignettes/train-and-deploy-first-model/nassCDS.csv
vignettes/train-with-tensorflow.Rmd
vignettes/train-with-tensorflow/Dockerfile
vignettes/train-with-tensorflow/tf_mnist.R vignettes/troubleshooting.Rmd
Azure/azureml-sdk-for-r documentation built on Sept. 21, 2022, 5:45 a.m.