Commit Graph
4 Commits
Author SHA1 Message Date
crypto_predictor f13b1c1afe update polymarket trading: fix auth, add order monitoring, optimize status handling, remove unused scripts 2026-02-12 21:47:09 +08:00
crypto_predictor 6a882ed913 fix: update initial trade logic
- Enable immediate trading attempt on startup
- Dynamic timeout calculation (remaining minutes - 10) for initial trade
- Added duplicate check for initial prediction saving to prevent DB errors
2026-02-11 23:36:07 +08:00
crypto_predictor 99fa79cde4 fix: timezone handling and prediction logic
- api/models.py: Fix timezone conversion in stats queries by calculating UTC ranges in Python instead of using SQL CONVERT_TZ. Ensure JSON serializable types.
- api/prediction_service.py:
    - Update ensure_predictions_for_month to check previous day (ET) to cover CST month start.
    - Update _generate_prediction_for_hour to skip saving unclosed candles (current hour).
- trader/auto_trade_polymarket.py: Update to use hourly_model_predictions (V2) table for storing live trading predictions.
2026-02-11 23:14:50 +08:00
crypto_predictor c0a02868ac feat: refactor model inference architecture
- Unified inference logic into models/inference.py
- Added InferenceManager for handling DLinear, N-BEATS, and TTM-R2 models
- Updated prediction_service.py and auto_trade_polymarket.py to use the new manager
- Fixed dependency issues (torch, transformers)
- Resolved logger duplication issue
- Verified with test_models_feb_2026.py
2026-02-11 22:07:32 +08:00