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 >=0.10
- jax ==0.5.1
- jaxlib ==0.5.1
- maddening <0.4,>=0.3.1
- numpy >=1.24
- optax >=0.2
- pydantic >=2
- pyyaml >=6.0
- typer >=0.12
24 optional dependencies
-
anthropic>=0.40[ai]extra == "ai"
-
anthropic>=0.40[dev]extra == "dev"
-
build[dev]extra == "dev"
-
jupyter[dev]extra == "dev"
-
matplotlib>=3.8[viz]extra == "viz"
-
matplotlib>=3.8[dev]extra == "dev"
-
mcp>=1.0[mcp]extra == "mcp"
-
mcp>=1.0[dev]extra == "dev"
-
nbconvert[dev]extra == "dev"
-
pertpy>=0.9[bio]extra == "bio"
-
pertpy>=0.9[dev]extra == "dev"
-
pre-commit[dev]extra == "dev"
-
pyright==1.1.411[dev]extra == "dev"
-
pytest>=7.0[dev]extra == "dev"
-
pytest>=7.0[ci]extra == "ci"
-
pytest-xdist[ci]extra == "ci"
-
pytest-xdist[dev]extra == "dev"
-
pyyaml>=6.0[dev]extra == "dev"
-
pyyaml>=6.0[ci]extra == "ci"
-
ruff==0.15.20[dev]extra == "dev"
-
scanpy>=1.10[dev]extra == "dev"
-
scanpy>=1.10[bio]extra == "bio"
-
scikit-misc[dev]extra == "dev"
-
scikit-misc[bio]extra == "bio"