name: crypto_pred
channels:
  - pytorch
  - conda-forge
  - defaults
dependencies:
  # Python
  - python=3.10

  # PyTorch (Mac M1 支持)
  - pytorch
  - torchvision
  - torchaudio

  # 数据处理
  - pandas>=2.0.0
  - numpy>=1.24.0
  - scikit-learn>=1.3.0

  # 开发工具
  - jupyter
  - ipython
  - tqdm

  # 可视化
  - matplotlib
  - seaborn

  # 通过pip安装的包
  - pip
  - pip:
    # Binance API
    - python-binance>=1.0.19

    # 环境变量
    - python-dotenv>=1.0.0

    # 时区处理
    - pytz

    # ONNX
    - onnx>=1.14.0
    - onnxruntime>=1.15.0

    # 技术指标
    - pandas-ta>=0.3.14b

    # 模型库
    - darts>=0.27.0
    - u8darts[torch]>=0.27.0
    - tsfm_public>=0.2.0
    - gluonts[torch]>=0.14.0

    # FastAPI
    - fastapi>=0.104.0
    - uvicorn[standard]>=0.24.0
    - pydantic>=2.0.0
    - python-multipart>=0.0.6

    # 测试
    - pytest>=7.4.0
    - black>=23.0.0
    - flake8>=6.0.0