numpy<2.0.0,>=1.26.4
pandas<2.4.0,>=2.3.0
scipy<1.15.0,>=1.14.0
tables<3.11.0,>=3.10.0
h5py<3.16.0,>=3.15.0
ydata-profiling<4.19.0,>=4.18.0
synthcity<0.3.0,>=0.2.12
opacus<1.5.0,>=1.4.0
sdmetrics<0.28.0,>=0.27.0
numba<0.63.0,>=0.62.0
llvmlite<0.46.0,>=0.45.0
scikit-learn<1.8.0,>=1.7.0
torch<2.3.0,>=2.2.0
torchvision<0.18.0,>=0.17.0
lightgbm<4.7.0,>=4.6.0
imbalanced-learn<0.15.0,>=0.14.0
copulae<0.8.0,>=0.7.9
anndata<0.12.0,>=0.11.0
scvi-tools<1.4.0,>=1.3.0
scanpy<1.11.0,>=1.10.0
lightning<2.4.0,>=2.3.0
torchmetrics<1.9.0,>=1.8.0
plotly<6.6.0,>=6.5.0
cell-gears<0.2.0,>=0.1.2
torch-geometric<2.8.0,>=2.7.0
huggingface-hub<1.0.0,>=0.36.0
transformers<5.0.0,>=4.22.1
xgboost<2.2.0,>=2.1.0
hmmlearn<0.4.0,>=0.3.0
pyarrow<15.0.0,>=14.0.0
setuptools<70.0.0,>=59.0.0
fsspec<2026.0.0,>=2025.12.0
scgft-evaluator<0.2.0,>=0.1.0

[full]
calm-data-generator[stream]

[stream]
river>=0.21.0
