73 lines
2.0 KiB
Plaintext
73 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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websocket-client>=1.8.0
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python-socks>=2.5.0
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PySocks>=1.7.1
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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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