├── .gitignore ├── .npmignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── bin └── aws-cdk-mlops.ts ├── cdk.context.json ├── cdk.json ├── data └── iris.csv ├── img ├── AWS-Machine-Learning-DevOps-Pipeline.png └── deploy-approval.png ├── jest.config.js ├── lib ├── build-pipeline-stack.ts ├── deploy-pipeline-stack.ts └── train-pipeline-stack.ts ├── package.json ├── repository ├── build │ ├── buildspec.yml │ └── container │ │ ├── Dockerfile │ │ ├── build_and_push.sh │ │ ├── decision_trees │ │ ├── nginx.conf │ │ ├── predictor.py │ │ ├── serve │ │ ├── train │ │ └── wsgi.py │ │ └── local_test │ │ ├── payload.csv │ │ ├── predict.sh │ │ ├── serve_local.sh │ │ ├── test_dir │ │ ├── input │ │ │ ├── config │ │ │ │ ├── hyperparameters.json │ │ │ │ └── resourceConfig.json │ │ │ └── data │ │ │ │ └── training │ │ │ │ └── iris.csv │ │ ├── model │ │ │ └── decision-tree-model.pkl │ │ └── output │ │ │ └── success │ │ └── train_local.sh ├── deploy │ ├── buildspec.yml │ ├── deploy-endpoint.py │ ├── deploy-transform-job.py │ ├── requirements.txt │ └── update-endpoint.py └── train │ ├── buildspec.yml │ ├── requirements.txt │ └── training-deploy-model.py ├── test-endpoint.py ├── test └── aws-cdk-mlops.test.ts └── tsconfig.json /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/amazon-sagemaker-mlops-byoc-using-codepipeline-aws-cdk/HEAD/.gitignore -------------------------------------------------------------------------------- /.npmignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/amazon-sagemaker-mlops-byoc-using-codepipeline-aws-cdk/HEAD/.npmignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 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