├── .flake8 ├── .gitignore ├── .vscode └── settings.json ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── ab-testing-pipeline.yml ├── app.py ├── cdk.json ├── deployment_pipeline ├── README.md ├── app.py ├── cdk.json ├── dev-config.json ├── infra │ ├── deployment_config.py │ ├── model_registry.py │ ├── sagemaker_stack.py │ └── test_model_registry.py ├── prod-config.json ├── register.py ├── requirements.txt └── setup.py ├── docs ├── API_CONFIGURATION.md ├── CODE_OF_CONDUCT.md ├── CUSTOM_TEMPLATE.md ├── FAQ.md ├── OPERATIONS.md ├── SERVICE_CATALOG.md ├── ab-testing-pipeline-architecture.png ├── ab-testing-pipeline-code-pipeline.png ├── ab-testing-pipeline-deployment.png ├── ab-testing-pipeline-execution-role.png ├── ab-testing-pipeline-model-registry.png ├── ab-testing-pipeline-sagemaker-project.png ├── ab-testing-pipeline-sagemaker-template.png ├── ab-testing-pipeline-upload-file.png ├── ab-testing-pipeline-xray.png └── ab-testing-solution-overview.png ├── infra ├── __init__.py ├── api_stack.py ├── pipeline_stack.py └── service_catalog.py ├── install_layers.sh ├── lambda └── api │ ├── algorithm.py │ ├── experiment_assignment.py │ ├── experiment_metrics.py │ ├── lambda_invoke.py │ ├── lambda_metrics.py │ ├── lambda_register.py │ ├── test_algorithm.py │ ├── test_experiment_assignment.py │ └── test_experiment_metrics.py ├── layers └── requirements.txt ├── notebook ├── dashboard.json ├── mab-reviews-helpfulness.ipynb └── simulation.py ├── requirements.txt ├── setup.py └── source.bat /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/amazon-sagemaker-ab-testing-pipeline/HEAD/.flake8 -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/amazon-sagemaker-ab-testing-pipeline/HEAD/.gitignore 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