An end-to-end F1 analytics project: FastF1 data ingestion → feature engineering → ML estimates for mean pace (μ) and volatility (σ) → Monte Carlo simulation → interactive visuals and backtests.
File Structure f1-race-replay/ ├── main.py # Entry point, handles session loading and starts the replay ├── requirements.txt # Python dependencies ├── README.md # Project documentation ├── roadmap.md ...
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