This project implements state-of-the-art deep learning models for financial time series forecasting with a focus on uncertainty quantification. The system provides not just point predictions, but ...

项目架构 poly-auto-trading/ ├── python_model/ # Python ML 管道 │ ├── collect_data.py # 从 Binance 获取 BTC 数据 │ ├── features.py # 特征工程 (60+ 技术指标) │ ├── train.py # XGBoost 训练 + ONNX 导出 │ ├── backtest.py # ...

1 School of Intelligent Manufacturing and Aeronautics, Zhuhai College of Science and Technology, Zhuhai, China 2 Department of Biomedical Engineering, Shantou University, Shantou, China The n-back ...