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 >=0.8
- certifi
- formulaic
- matplotlib >=3.6
- numba >=0.56
- numpy >=1.23
- pandas >=2.2
- patsy
- pyarrow
- pyod
- scanpy
- scikit-learn >=1.1
- seaborn
- session-info
- tqdm
20 optional dependencies
-
coverage[test]extra == "test"
-
docutils!=0.18.*,!=0.19.*,>=0.8[doc]extra == "doc"
-
ipykernel[doc]extra == "doc"
-
ipython[doc]extra == "doc"
-
myst-nb>=1.1[doc]extra == "doc"
-
pandas[doc]extra == "doc"
-
pre-commit[dev]extra == "dev"
-
pytest[test]extra == "test"
-
pytest-cov[test]extra == "test"
-
pytest-nunit[test]extra == "test"
-
scanpydoc>=0.14.1[doc]extra == "doc"
-
setuptools-scm[dev]extra == "dev"
-
sphinx>=4[doc]extra == "doc"
-
sphinx-autodoc-typehints[doc]extra == "doc"
-
sphinx-book-theme>=1[doc]extra == "doc"
-
sphinx-copybutton[doc]extra == "doc"
-
sphinx-tabs[doc]extra == "doc"
-
sphinxcontrib-bibtex>=1[doc]extra == "doc"
-
sphinxext-opengraph[doc]extra == "doc"
-
twine>=4.0.2[dev]extra == "dev"