Project Hydra

Hydra ML: 3 machine learning brains

Hydra now shows the existing XGBoost meta-learner and a calibrated HydraLSTM shadow head side-by-side. The LSTM is not active in production until its live shadow signals are validated.

🐉 HYDRA SELF-EVOLUTION (Karpathy Loop)

Every night, the Darwin Engine evolves Hydra's ML model weights by market regime. Which model works best in BULL, NEUTRAL, or BEAR? The system finds out automatically.

Inspired by Karpathy's autoresearch. See all results →