pydantic>=2.11.0
sqlalchemy>=2.0.0
aiosqlite>=0.21.0
aiofiles>=24.1.0
click>=8.2.0
pyyaml>=6.0.2
cloudpickle>=3.1.0
nest-asyncio>=1.6.0

[dev]
pytest>=8.4.0
pytest-asyncio>=1.1.0
pytest-cov>=6.2.0
ruff>=0.8.0
pyright>=1.1.400
pre-commit>=4.3.0
fastapi>=0.116.0
uvicorn>=0.35.0
websockets>=15.0.0
build>=1.3.0
twine>=6.2.0

[ml]
numpy>=2.3.2
scikit-learn>=1.7.1
scipy>=1.14.0
torch>=2.8.0
torchvision>=0.23.0

[viz]
matplotlib>=3.10.6
