├── .amlignore ├── .github └── workflows │ ├── deploy-model-endpoint.yml │ ├── deploy-model-on-event.yml │ ├── run-model-pipeline-nowait.yml │ └── run-model-training.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── ci-cd ├── .amlignore ├── .amlignore.amltmp ├── README-GH.md ├── README.md ├── azure-pipelines │ ├── .amlignore │ ├── cli │ │ └── train.yml │ ├── dev-requirements.txt │ ├── sdk │ │ └── train.yml │ ├── setup-cli.sh │ └── setup-sdk.sh ├── ghactions │ ├── .amlignore │ ├── create-endpoint.sh │ ├── logicappcode.json │ └── run-job.sh └── images │ ├── .amlignore │ ├── .amlignore.amltmp │ ├── Create_Release_Pipeline.jpg │ ├── Install_ML_Extension.jpg │ ├── continous_deployment.jpg │ ├── deploy_pipeline.jpg │ ├── gh-creds.png │ ├── gh-deploy.png │ ├── gh-deployflow.png │ ├── gh-env.png │ ├── gh-envvars.png │ ├── gh-eventflow.png │ ├── gh-events.png │ ├── gh-flows.png │ ├── gh-logicapp.png │ ├── gh-training.png │ ├── gh-trainingflow.png │ ├── install_ML_cli.jpg │ └── predeploy_approval.jpg ├── components ├── .amlignore ├── evaluate.yml ├── evaluate │ ├── .amlignore │ └── evaluate.py ├── prep.yml ├── prep │ └── prep.py ├── register.yml ├── register │ ├── register.py │ └── register_automl.py ├── train.yml └── train │ └── train.py ├── data ├── .amlignore ├── taxi-batch.csv ├── taxi-data.csv └── taxi-request.json ├── environment ├── train-conda.yml └── train-requirements.txt ├── imgs ├── .amlignore ├── .amlignore.amltmp ├── compute_features.png ├── connect_to_workspace.png ├── create_batch_deployment.png ├── create_batch_endpoint.png ├── create_compute_cluster.png ├── create_compute_instance.png ├── create_data_asset.png ├── create_datastore.png ├── create_environment.png ├── create_job.png ├── create_online_deployment.png ├── create_online_endpoint.png ├── create_pipeline.png ├── endpoint_batch_concept.png ├── endpoint_concept.png ├── gh-env.png ├── invoke_batch_deployment.png └── invoke_online_endpoint.png ├── ml-pipelines ├── cli │ ├── .amlignore │ ├── azureml-cliv2.ipynb │ ├── deploy-batch-endpint.sh │ ├── deploy-online-endpint.sh │ ├── deploy │ │ ├── batch │ │ │ ├── .amlignore │ │ │ ├── batch-deployment.yml │ │ │ └── batch-endpoint.yml │ │ └── online │ │ │ ├── .amlignore │ │ │ ├── online-deployment.yml │ │ │ └── online-endpoint.yml │ ├── train.sh │ └── train │ │ ├── .amlignore │ │ ├── compute.yml │ │ ├── data.yml │ │ ├── environment.yml │ │ ├── pipeline-code.yml │ │ ├── pipeline.yml │ │ └── pipeline_automl.yml └── sdk │ ├── .amlignore │ ├── deploy-batch-endpoint-sdkv2.ipynb │ ├── deploy-online-endpoint-sdkv2.ipynb │ └── train-sdkv2.ipynb └── notebooks ├── .amlignore ├── evaluate.ipynb ├── perf_comparison.png ├── predictions.png ├── prep.ipynb ├── regression_results.png ├── requirements.txt └── train.ipynb /.amlignore: -------------------------------------------------------------------------------- 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