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.
Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Weekly Downloads
GitHub Stars
Dependencies
- adjusttext >=1.3
- anndata
- geofetch >=0.12.10
- matplotlib
- requests
- scikit-learn
- scipy
- statsmodels
- tqdm >=4.67.3
21 optional dependencies
-
decoupler>=2.1.4[test]extra == "test"
-
ipykernel[test]extra == "test"
-
ipython[docs]extra == "docs"
-
ipython[test]extra == "test"
-
ipywidgets[test]extra == "test"
-
myst-parser[docs]extra == "docs"
-
nbsphinx[docs]extra == "docs"
-
pre-commit[test]extra == "test"
-
pytest[test]extra == "test"
-
pytest-cov[test]extra == "test"
-
responses[test]extra == "test"
-
ruff[test]extra == "test"
-
scanpy>=1.11.5[test]extra == "test"
-
sphinx[docs]extra == "docs"
-
sphinx-autoapi[docs]extra == "docs"
-
sphinx-autodoc-typehints[docs]extra == "docs"
-
sphinx-book-theme[docs]extra == "docs"
-
tqdm>=4.67.3[test]extra == "test"
-
twine[test]extra == "test"
-
ty>=0.0.16[test]extra == "test"
-
types-requests[test]extra == "test"