crypto_predictor
9320b79730
主要更改： - 修正 TTM 模型包名: tsfm_public -> granite-tsfm - 添加缺失依赖: httpx, schedule, pytorch-lightning, torchmetrics - 移除过时依赖: darts, u8darts - 按功能分类组织依赖 - 添加 Windows/macOS 安装说明注释 - 更新安装脚本和文档中的包名
92 lines
2.5 KiB
Plaintext
92 lines
2.5 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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torch>=2.0.0
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torchvision>=0.15.0
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torchaudio>=2.0.0
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pytorch-lightning>=2.0.0
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torchmetrics>=1.0.0
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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 (PyPI 包名: granite-tsfm)
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granite-tsfm>=0.3.0
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# GluonTS 时序工具
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gluonts[torch]>=0.14.0
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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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# ONNX 模型导出
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# ----------------------------------------------
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onnx>=1.14.0
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onnxruntime>=1.15.0
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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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sqlalchemy>=2.0.0
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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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# 开发工具 (可选)
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# ----------------------------------------------
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jupyter>=1.0.0
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matplotlib>=3.7.0
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seaborn>=0.12.0
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pytest>=7.4.0
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tqdm>=4.66.0
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# ----------------------------------------------
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# Polymarket 交易 (可选，需要手动安装)
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# ----------------------------------------------
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# pip install py-clob-client
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