Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
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Dependencies
- anndata
- cellarium-ml
- cellxgene-census ==1.16.2
- einops
- ema-pytorch ==0.7.7
- hydra-core
- leidenalg
- lightning ==2.4
- numpy
- omegaconf
- pandas
- pot
- psutil
- pybiomart
- pyyaml
- rich
- scvi-tools >=1.2
- session-info2
- torch ==2.7
- torch-optimizer
- torchdyn
- torchmetrics ==1.6
- wandb
18 optional dependencies
-
coverage>=7.10[test]extra == "test"
-
docutils!=0.18.*,!=0.19.*,>=0.8[docs]extra == "docs"
-
hatch[docs]extra == "docs"
-
ipykernel[docs]extra == "docs"
-
ipython[docs]extra == "docs"
-
myst-nb>=1.1[docs]extra == "docs"
-
pandas[docs]extra == "docs"
-
pre-commit[dev]extra == "dev"
-
pytest[test]extra == "test"
-
setuptools[docs]extra == "docs"
-
sphinx>=8.1[docs]extra == "docs"
-
sphinx-autodoc-typehints[docs]extra == "docs"
-
sphinx-book-theme>=1[docs]extra == "docs"
-
sphinx-copybutton[docs]extra == "docs"
-
sphinx-tabs[docs]extra == "docs"
-
sphinxcontrib-bibtex>=1[docs]extra == "docs"
-
sphinxext-opengraph[docs]extra == "docs"
-
twine>=4.0.2[dev]extra == "dev"