Initialize create a virtual env install uv with pip install uv uv pip install -r pyproject.toml --system followed by uv lock Scripts exploration.py for processing, feature engineering and plots modeling.py for testing various models after running modeling.py, in the terminal run mlflow ui to start the local mlflow server and look at metrics register_model.py for mlflow model registration inference.py for example usage Results 70% recall with XGBoost SHAP summary plot from the model:
