3 Commits

Author SHA1 Message Date
Dobromir Popov
b8f54e61fa remove emojis from console 2025-10-25 16:35:08 +03:00
Dobromir Popov
a03b9c5701 improve predictions 2025-10-01 00:30:37 +03:00
Dobromir Popov
510a657092 feat: Add real-time prediction loop - the MISSING piece
Create RealtimePredictionLoop to continuously call model.predict() on incoming data

Features:
- Detects new 1s/1m candles and triggers predictions
- Detects pivot points for prediction triggers
- Calls ALL models (CNN, DQN, COB-RL) continuously
- Combines predictions into trading signals
- NO SYNTHETIC DATA - only real market data

This is why model.predict() was only called once at startup - there was NO
continuous prediction loop running on new market data!
2025-10-01 00:16:33 +03:00