Formula Analyst
I have watched Formula 1 for more than two years and I want to work in the sport, so I built a race analysis tool to get better at Python.
It covers every Grand Prix weekend since 2018: a replay on the track map, timing, telemetry, a tyre-wear model that drives a strategy simulator, race predictions and a Monte Carlo simulation of the title fight. The data syncs and the models retrain every week on their own.
- Since
- 2018 season
- Tests in CI
- 173
- Built with
- Python, pandas, scikit-learn, Plotly, Streamlit, Docker