Commit Graph

2 Commits

Author SHA1 Message Date
21in7
b86c88a8d6 feat: add README and enhance scripts for data fetching and model training
- Created README.md to document project features, structure, and setup instructions.
- Updated fetch_history.py to include path adjustments for module imports.
- Enhanced train_model.py for parallel processing of dataset generation and added command-line argument for specifying worker count.

Made-with: Cursor
2026-03-01 17:42:12 +09:00
21in7
7e4e9315c2 feat: implement ML filter with LightGBM for trading signal validation
- Added MLFilter class to load and evaluate LightGBM model for trading signals.
- Introduced retraining mechanism to update the model daily based on new data.
- Created feature engineering and label building utilities for model training.
- Updated bot logic to incorporate ML filter for signal validation.
- Added scripts for data fetching and model training.

Made-with: Cursor
2026-03-01 17:07:18 +09:00