[tool.uv]

[project]
name = "creditcard-fraud-detection"
version = "0.1.0"
description = "信用卡欺诈检测系统"
license = { text = "MIT" }
dependencies = [
    "numpy>=1.24.0",
    "polars>=0.19.0",
    "scikit-learn>=1.3.0",
    "imbalanced-learn>=0.11.0",
    "matplotlib>=3.7.0",
    "seaborn>=0.12.0",
    "joblib>=1.3.0",
    "pydantic>=2.0.0",
    "streamlit>=1.28.0",
]

[project.scripts]
train = "src.train:train_and_evaluate"
demo = "streamlit:run src/streamlit_app.py"

[tool.ruff]
line-length = 88
select = ["E", "F", "W"]