refactor: 重新整理 requirements.txt

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

docs/WINDOWS_INSTALL.md

@@ -94,14 +94,13 @@ pip install -r requirements.txt
 ### 3. 安装 IBM 时序模型 (TTM-R2)
 
 ```powershell
-# 注意：PyPI 包名是 tsfm-public（带连字符），但导入时用 tsfm_public（下划线）
-pip install tsfm-public
+# PyPI 包名是 granite-tsfm，导入时用 tsfm_public
+pip install granite-tsfm
 ```
 
-如果安装失败，尝试：
+验证安装：
 ```powershell
-# 从 GitHub 安装
-pip install git+https://github.com/ibm-granite/granite-tsfm.git
+python -c "from tsfm_public.models.tinytimemixer import TinyTimeMixerForPrediction; print('TTM-R2 安装成功')"
 ```
 
 ---

install_windows.bat

@@ -39,8 +39,8 @@ pip install -r requirements.txt
 
 echo.
 echo [5/6] 安装 IBM TTM-R2 模型库...
-echo 注意: tsfm-public 包名使用连字符
-pip install tsfm-public
+echo 包名: granite-tsfm (导入时用 tsfm_public)
+pip install granite-tsfm
 
 echo.
 echo [6/6] 验证安装...

requirements.txt

@@ -1,45 +1,91 @@
-# Core dependencies
+# ==============================================
+# 加密货币预测系统依赖
+# Python 3.12 | 支持 macOS (MPS) 和 Windows (CPU)
+# ==============================================
+
+# ----------------------------------------------
+# PyTorch (根据平台安装)
+# ----------------------------------------------
+# macOS: pip install torch torchvision torchaudio
+# Windows CPU: pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
 torch>=2.0.0
-torchvision
-torchaudio
-python-binance>=1.0.19
+torchvision>=0.15.0
+torchaudio>=2.0.0
+pytorch-lightning>=2.0.0
+torchmetrics>=1.0.0
+
+# ----------------------------------------------
+# 数据处理
+# ----------------------------------------------
 pandas>=2.0.0
 numpy>=1.24.0
 scikit-learn>=1.3.0
 pytz
-python-dotenv>=1.0.0
 
-# ONNX
+# ----------------------------------------------
+# 时序模型
+# ----------------------------------------------
+# IBM Granite TTM-R2 (PyPI 包名: granite-tsfm)
+granite-tsfm>=0.3.0
+# GluonTS 时序工具
+gluonts[torch]>=0.14.0
+
+# ----------------------------------------------
+# 技术指标
+# ----------------------------------------------
+pandas-ta>=0.3.14b
+
+# ----------------------------------------------
+# ONNX 模型导出
+# ----------------------------------------------
 onnx>=1.14.0
 onnxruntime>=1.15.0
 
-# Model-specific dependencies
-darts>=0.27.0
-u8darts[torch]>=0.27.0
-tsfm_public>=0.2.0
-gluonts[torch]>=0.14.0
-
-# API dependencies
+# ----------------------------------------------
+# API 服务
+# ----------------------------------------------
 fastapi>=0.104.0
 uvicorn[standard]>=0.24.0
 pydantic>=2.0.0
 python-multipart>=0.0.6
 
-# Technical indicators
-pandas-ta>=0.3.14b
+# ----------------------------------------------
+# HTTP 客户端
+# ----------------------------------------------
+httpx>=0.25.0
 
-# Development tools
+# ----------------------------------------------
+# 数据源
+# ----------------------------------------------
+python-binance>=1.0.19
+
+# ----------------------------------------------
+# 任务调度
+# ----------------------------------------------
+schedule>=1.2.0
+
+# ----------------------------------------------
+# 数据库
+# ----------------------------------------------
+pymysql>=1.1.0
+sqlalchemy>=2.0.0
+cryptography>=41.0.0
+
+# ----------------------------------------------
+# 环境变量
+# ----------------------------------------------
+python-dotenv>=1.0.0
+
+# ----------------------------------------------
+# 开发工具 (可选)
+# ----------------------------------------------
 jupyter>=1.0.0
 matplotlib>=3.7.0
 seaborn>=0.12.0
 pytest>=7.4.0
-black>=23.0.0
-flake8>=6.0.0
-
-# Utilities
 tqdm>=4.66.0
 
-# Database
-pymysql>=1.1.0
-sqlalchemy>=2.0.0
-cryptography>=41.0.0
+# ----------------------------------------------
+# Polymarket 交易 (可选，需要手动安装)
+# ----------------------------------------------
+# pip install py-clob-client