├── .github └── workflows │ └── azureml-ci-cd.yml ├── .gitignore ├── LICENSE ├── Readme.md ├── aml_service ├── ci_cd │ ├── 00-WorkSpace.py │ ├── 01-AttachAmlCluster.py │ ├── 02-AttachDSVM.py │ ├── 03-AttachRemoteCompute.py │ ├── 10-Train.py │ ├── 20-RegisterModel.py │ ├── 30-ProfileModel.py │ ├── 40-DevDeployment.py │ ├── 50-TestDeployment.py │ ├── 60-ProdDeployment.py │ ├── helper │ │ ├── __init__.py │ │ └── utils.py │ └── requirements.txt └── settings.json ├── code ├── scoring │ └── score.py ├── testing │ ├── __init__.py │ └── test_functions.py └── training │ └── train.py ├── data ├── diabetes.csv ├── diabetes_bad_dist.csv ├── diabetes_bad_schema.csv └── diabetes_missing_values.csv └── pictures ├── github-actions-azure-machine-learning.png └── ml-lifecycle.png /.github/workflows/azureml-ci-cd.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marvinbuss/MLDevOps/HEAD/.github/workflows/azureml-ci-cd.yml 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