├── .env ├── .flake8 ├── .github └── workflows │ └── testing.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── Makefile ├── README.md ├── cfn ├── 01-athena.yaml ├── 02-crawler.yaml ├── 03-CICDpipeline.yaml ├── classification_pipeline.yaml └── time_to_event_pipeline.yaml ├── data ├── churn.txt ├── infer │ └── churn_test.txt └── train │ └── churn_train.txt ├── delete_resources.sh ├── docs ├── contributing.md ├── images │ └── arch.png ├── index.md ├── inference │ ├── batch_transform.md │ └── preprocessing.md ├── style.css └── training │ ├── hyperparameter_tuning.md │ ├── model_evaluation.md │ ├── model_training.md │ ├── preporcessing.md │ └── save_model.md ├── images ├── AthenaTables.png ├── CFNAllGreen.png ├── ChurnData.png ├── EmpyCloudFormation.png ├── Evaluation.png ├── ProbabilityScores.png ├── ReleaseChange.png ├── StateMachines.png ├── UpdateConn.png ├── arch.png ├── feature_importance.png ├── logo.png ├── 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