pandas<4,>=3.0
scikit-learn<2,>=1.9

[dev]
build>=1.2
httpx2<3,>=2.12
mypy<3,>=2.3
numpy<2.5,>=1.26
pandas-stubs<4,>=3.0
pytest>=8.0
pytest-cov>=5.0
ruff>=0.9
scikit-learn-stubs<0.1,>=0.0.3
twine>=6.0

[web]
fastapi<1,>=0.141
python-multipart<0.1,>=0.0.32
uvicorn[standard]<1,>=0.52
