Commit Graph

4 Commits

Author SHA1 Message Date
21in7
cd9d379bc2 feat: implement multi-symbol dashboard with updated data handling
- Added support for multi-symbol trading (XRP, TRX, DOGE) in the dashboard.
- Updated bot log messages to include [SYMBOL] prefix for better tracking.
- Enhanced log parser for multi-symbol state tracking and updated database schema.
- Introduced new API endpoints and UI components for symbol filtering and display.
- Added new model files and backtest results for multi-symbol strategies.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 23:43:41 +09:00
21in7
2b3f39b5d1 feat: enhance data handling and model training features
- Updated .gitignore to include .venv and .worktrees.
- Removed symlink for the virtual environment.
- Added new parquet files for dogeusdt, trxusdt, and xrpusdt datasets.
- Introduced model files and training logs for dogeusdt, trxusdt, and xrpusdt.
- Enhanced fetch_history.py to support caching of correlation symbols.
- Updated train_and_deploy.sh to manage correlation cache directory.
2026-03-05 23:57:44 +09:00
21in7
2bb2bf2896 feat: add per-symbol model/data directories and update .env.example
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 23:24:50 +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