F1 Predictor

A Formula 1 prediction engine combining Monte Carlo simulation with Machine Learning for Grand Prix outcomes.

Key Features

• Grand Prix Centric: Organizes data by Season and Round.
• ML / Monte Carlo: Uses Machine Learning to predict probabilistic outcomes (Win/Podium %).
• SHAP Explainability: Explains why a driver is predicted to finish in a certain position.
• Sprints: Full support for Sprint Weekends.

Clone the Repository

git clone https://github.com/BLShaw/f1-predictor.git

Install the dependencies

pip install -r requirements.txt

Run Application

streamlit run app.py

Screenshots

License

MIT License.