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F1 Predictions
Formula 1 · open-wheel
The MotorsportVerse flagship. A three-pathway prediction engine — a qualifying-pace model, field-strength probability calibration, and a per-lap race simulator — with continuous-learning infrastructure (model registry, drift detection, A/B promotion) and a live static-export dashboard. Reference implementation for all other projects.
open-wheel
Category
2
Datasets
3
Model components
7
Core modules
Datasets
- FastF1
- Jolpica/Ergast
Model components
- Qualifying-pace model
- Probability calibration
- Race simulator
Shared core modules
- Probability calibration
- Model registry
- Drift monitoring
- Gated model promotion
- Driver-skill ratings
- Forward evaluation
- Leakage guards
Tags
- calibrated probabilities
- race simulation
- continuous learning
Maintained byMotorsportVerse
Registered 2026-06-15
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