├── .dockerignore ├── .gitignore ├── Dockerfile ├── MANIFEST.in ├── README.md ├── app-fastapi ├── Procfile ├── app │ ├── __init__.py │ ├── api.py │ ├── config.py │ ├── main.py │ ├── schemas │ │ ├── __init__.py │ │ ├── health.py │ │ └── predict.py │ └── tests │ │ ├── __init__.py │ │ ├── conftest.py │ │ └── test_api.py ├── mypy.ini ├── requirements.txt ├── run.sh ├── runtime.txt └── tox.ini ├── heroku.yml ├── mypy.ini ├── notebooks ├── 1. Data Analysis.ipynb ├── 2. Feature Engineering.ipynb ├── 3. Feature Engineering Pipeline.ipynb ├── 4. Machine Learning.ipynb ├── pipe.joblib └── preprocess.py ├── pyproject.toml ├── requirements ├── deployment.txt ├── production.txt ├── requirements.txt └── research-env.txt ├── setup.py ├── src ├── VERSION ├── __init__.py ├── config.yml ├── config │ ├── __init__.py │ └── core.py ├── data │ ├── __init__.py │ ├── test.csv │ └── train.csv ├── pipeline.py ├── predict.py ├── processing │ ├── __init__.py │ ├── data_manager.py │ └── features.py ├── train_pipeline.py └── trained_models │ ├── __init__.py │ └── model_v0.0.7.pkl ├── tests ├── __init__.py ├── conftest.py ├── test_features.py ├── test_input_data.py └── test_prediction.py └── tox.ini /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deffro/end-to-end-ML-project/HEAD/.dockerignore -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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