tennis-xgboost-autoresearch. Karpathy-style autonomous research loop for tennis match prediction. 245K matches, XGBoost + chess-inspired ELO. Includes the full story of how the loop learned to game its own evaluation gate.

github.com/buildoak/tennis-xgboost-autoresearch

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