torch>=2.0.0
numpy>=1.24.0
scipy>=1.11.0
scikit-learn>=1.3.0
pydantic>=2.0.0

[api]
fastapi>=0.100.0
uvicorn>=0.23.0
python-multipart>=0.0.6

[dev]
pytest>=7.4.0
pytest-cov>=4.1.0
pytest-asyncio>=0.21.0
black>=23.0.0
ruff>=0.1.0
mypy>=1.0.0
mlflow>=2.10.0
dask[distributed]>=2023.0.0

[distributed]
ray>=2.9.0
dask[distributed]>=2023.0.0

[graph]
neo4j>=5.10.0

[mlflow]
mlflow>=2.10.0

[multimodal]
transformers>=4.30.0
pillow>=9.0.0

[quantum]
qiskit>=0.45.0

[snn]
snntorch>=0.7.0
