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ff2566dfeff2008c73c9a841e09b04747543eafc
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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
02e41881ac feat: strategy parameter sweep and production param optimization 
- Add independent backtest engine (backtester.py) with walk-forward support
- Add backtest sanity check validator (backtest_validator.py)
- Add CLI tools: run_backtest.py, strategy_sweep.py (with --combined mode)
- Fix train-serve skew: unify feature z-score normalization (ml_features.py)
- Add strategy params (SL/TP ATR mult, ADX filter, volume multiplier) to
  config.py, indicators.py, dataset_builder.py, bot.py, backtester.py
- Fix WalkForwardBacktester not propagating strategy params to test folds
- Update production defaults: SL=2.0x, TP=2.0x, ADX=25, Vol=2.5
  (3-symbol combined PF: 0.71 → 1.24, MDD: 65.9% → 17.1%)
- Retrain ML models with new strategy parameters

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-06 23:39:43 +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