predictive-maintenance-xai

An end-to-end ML project predicting machine failure with XAI (SHAP).

Structure

predictive_maintenance_xai/
├── data/ # Download ai4i2020.csv here
├── models/ # Saved .json or .pkl models
├── notebooks/ # For initial EDA only
├── src/ # The "Engine" of your project
│ ├── init.py
│ ├── preprocess.py # Data cleaning & Engineering
│ ├── train.py # Model training logic
│ └── explain.py # SHAP visualization logic
├── requirements.txt
└── README.md