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
Downloads by OS
Python Versions
Top Countries
Weekly Downloads
GitHub Stars
Dependencies
- anndata >=0.12
- igraph >=0.11
- kaleido >=0.2
- leidenalg >=0.10
- numpy >=1.26
- pandas >=2.2
- plotly >=5.20
- pyyaml >=6
- scanpy >=1.11
- scipy >=1.11
- squidpy >=1.4
- streamlit >=1.40
- umap-learn >=0.5
10 optional dependencies
-
black>=24[dev]extra == "dev"
-
build>=1.2[dev]extra == "dev"
-
matplotlib>=3.9[data]extra == "data"
-
mypy>=1.10[dev]extra == "dev"
-
pre-commit>=3.7[dev]extra == "dev"
-
pytest>=8[dev]extra == "dev"
-
rdata>=1.1[data]extra == "data"
-
scikit-learn>=1.4[data]extra == "data"
-
twine>=5[dev]extra == "dev"
-
types-pyyaml[dev]extra == "dev"