feat: add Algo Order API support and update ML feature handling
- Introduced support for Algo Order API, allowing automatic sending of STOP_MARKET and TAKE_PROFIT_MARKET orders. - Updated README.md to include new features related to Algo Order API and real-time handling of ML features. - Enhanced ML feature processing to fill missing OI and funding rate values with zeros for consistency in training data. - Added new training log entries for the lgbm model with updated metrics.
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@@ -264,5 +264,17 @@
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"features": 23,
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"time_weight_decay": 2.0,
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"model_path": "models/lgbm_filter.pkl"
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},
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{
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"date": "2026-03-02T02:00:45.931227",
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"backend": "lgbm",
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"auc": 0.5752,
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"best_threshold": 0.6307,
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"best_precision": 0.471,
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"best_recall": 0.229,
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"samples": 533,
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"features": 23,
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"time_weight_decay": 2.0,
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"model_path": "models/lgbm_filter.pkl"
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}
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]
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