crypto_predictor
5ca1779d7d
移除的依赖： - gluonts: 项目中未使用 - pytorch-lightning: 非必需 - torchmetrics: 非必需 - onnx/onnxruntime: 非核心功能 - sqlalchemy: 使用 pymysql 直连 - jupyter/matplotlib/seaborn/pytest: 开发工具，非运行必需 保留的核心依赖： - pandas, numpy, scikit-learn: 数据处理 - granite-tsfm: TTM-R2 模型 - pandas-ta: 技术指标 - fastapi, uvicorn: API 服务 - httpx, python-binance: 数据获取 - schedule: 任务调度 - pymysql, cryptography: 数据库 注意：PyTorch 需要单独安装（Windows 用 CPU 版本）
70 lines
2.0 KiB
Plaintext
70 lines
2.0 KiB
Plaintext
# ==============================================
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# 加密货币预测系统依赖
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# Python 3.12 | 支持 macOS (MPS) 和 Windows (CPU)
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# ==============================================
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# ----------------------------------------------
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# PyTorch (根据平台单独安装)
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# ----------------------------------------------
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# macOS: pip install torch torchvision torchaudio
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# Windows CPU: pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
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# 注意：requirements.txt 中不包含 torch，需要手动安装
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# ----------------------------------------------
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# 数据处理
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# ----------------------------------------------
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pandas>=2.0.0
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numpy>=1.24.0
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scikit-learn>=1.3.0
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pytz
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# ----------------------------------------------
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# 时序模型
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# ----------------------------------------------
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# IBM Granite TTM-R2 (导入名: tsfm_public)
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granite-tsfm>=0.3.0
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# ----------------------------------------------
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# 技术指标
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# ----------------------------------------------
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pandas-ta>=0.3.14b
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# ----------------------------------------------
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# API 服务
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# ----------------------------------------------
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fastapi>=0.104.0
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uvicorn[standard]>=0.24.0
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pydantic>=2.0.0
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python-multipart>=0.0.6
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# ----------------------------------------------
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# HTTP 客户端
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# ----------------------------------------------
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httpx>=0.25.0
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# ----------------------------------------------
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# 数据源
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# ----------------------------------------------
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python-binance>=1.0.19
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# ----------------------------------------------
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# 任务调度
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# ----------------------------------------------
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schedule>=1.2.0
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# ----------------------------------------------
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# 数据库
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# ----------------------------------------------
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pymysql>=1.1.0
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cryptography>=41.0.0
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# ----------------------------------------------
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# 环境变量
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# ----------------------------------------------
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python-dotenv>=1.0.0
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# ----------------------------------------------
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# 进度条
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# ----------------------------------------------
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tqdm>=4.66.0
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