numpy<2,>=1.21
pandas<3,>=1.4
PyYAML<7,>=6
scipy<2,>=1.8
scikit-learn<2,>=1.0
anndata<0.11,>=0.9
scanpy<1.11,>=1.9

[encoder]
torch<3,>=1.12
torch-scatter<3,>=2.1
