Serendipity
ceddbdd559
- Added Lecture4 - ModelFree.pdf (3013 KB) - Added Lecture5 - Control.pdf (2575 KB) - Added Lecture6 - Value.pdf (3320 KB)
139 lines
2.8 KiB
TOML
139 lines
2.8 KiB
TOML
[project]
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name = "insurance-premium-risk"
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version = "0.1.0"
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description = "DTS304TC Coursework 1 - 健康保险保费风险预测"
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requires-python = ">=3.10"
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dependencies = [
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# 基础科学计算
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"numpy>=2.2.6",
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"pandas>=2.3.3",
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"scipy>=1.15.3",
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# 机器学习核心
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"scikit-learn>=1.7.2",
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"xgboost>=3.2.0",
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# 超参数优化
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"optuna>=4.8.0",
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# 可视化
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"matplotlib>=3.10.8",
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"seaborn>=0.13.2",
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# 数据预处理
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"imbalanced-learn>=0.14.1",
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"shap>=0.49.1",
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# 实用工具
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"joblib>=1.5.3",
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"tqdm>=4.67.1",
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]
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# 开发依赖
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[project.optional-dependencies]
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dev = ["pytest>=7.4.0", "black>=23.7.0", "ruff>=0.0.290", "mypy>=1.5.0"]
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docs = ["sphinx>=7.1.0", "nbsphinx>=0.9.0", "sphinx-rtd-theme>=1.3.0"]
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[tool.uv]
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# Python 环境设置 - 使用 Anaconda 的 my_env 环境
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python-version = "3.10"
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# 显式指定 Python 路径（确保使用 anaconda my_env）
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python-path = "D:\\ProgramData\\anaconda3\\envs\\my_env\\python.exe"
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# 包索引配置（使用清华镜像源加速下载）
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index-url = "https://pypi.tuna.tsinghua.edu.cn/simple"
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# 备用索引源（按优先级排列）
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extra-index-url = [
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"https://pypi.org/simple",
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"https://mirrors.aliyun.com/pypi/simple/",
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]
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# 并行安装（加快安装速度）
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parallel = true
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# 不自动管理 Python 版本（使用已有的 anaconda 环境）
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managed = false
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# 不允许自动下载 Python
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python-downloads = false
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# 预发布版本（如果需要测试最新功能）
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# prerelease = false
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# 排除特定包（如果有兼容性问题）
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# exclude-newer = "2025-01-01T00:00:00Z"
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# 环境变量
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[tool.uv.env]
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# 设置网络超时（秒）
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UV_HTTP_TIMEOUT = "300"
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# 设置并发下载数
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UV_CONCURRENT_DOWNLOADS = "8"
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[tool.black]
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line-length = 100
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target-version = ['py310']
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include = '\.pyi?$'
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exclude = '''
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/(
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\.git
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| \.venv
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| build
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| dist
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| __pycache__
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)/
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'''
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[tool.ruff]
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line-length = 100
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target-version = "py310"
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[tool.ruff.lint]
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select = [
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"E", # pycodestyle errors
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"W", # pycodestyle warnings
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"F", # pyflakes
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"I", # isort
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"B", # flake8-bugbear
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"C4", # flake8-comprehensions
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"UP", # pyupgrade
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]
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ignore = [
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"E501", # line too long (handled by black)
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"B008", # do not perform function calls in argument defaults
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"C901", # too complex
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]
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[tool.pytest.ini_options]
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testpaths = ["tests"]
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python_files = ["test_*.py"]
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python_classes = ["Test*"]
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python_functions = ["test_*"]
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addopts = "-v --tb=short"
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[tool.mypy]
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python_version = "3.10"
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warn_return_any = true
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warn_unused_configs = true
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disallow_untyped_defs = false
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ignore_missing_imports = true
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[tool.jupyter]
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# Jupyter 相关配置
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kernel_name = "my_env"
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[tool.jupyter.lab]
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# JupyterLab 相关配置
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autoreload = true
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[tool.lazy-logs]
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# 日志配置
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level = "INFO"
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[build-system]
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requires = ["hatchling"]
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build-backend = "hatchling.build"
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