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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((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
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Dependencies
- absl-py
- anndata
- fsspec
- grpcio >=1.67.1
- immutabledict
- jaxtyping
- matplotlib
- ml-dtypes
- numpy
- pandas
- protobuf >=5.28.3
- pyarrow
- pyfaidx
- scipy
- seaborn
- tqdm
- typeguard
- typing-extensions
- zstandard
16 optional dependencies
-
absl-py[scripts]extra == "scripts"
-
hatch[dev]extra == "dev"
-
ipykernel[docs]extra == "docs"
-
ipython[docs]extra == "docs"
-
myst-nb[docs]extra == "docs"
-
pandas[scripts]extra == "scripts"
-
pyarrow[scripts]extra == "scripts"
-
pyranges[scripts]extra == "scripts"
-
sphinx>=5.0[docs]extra == "docs"
-
sphinx-autodoc-typehints[docs]extra == "docs"
-
sphinx-book-theme[docs]extra == "docs"
-
sphinx-copybutton[docs]extra == "docs"
-
sphinx-design[docs]extra == "docs"
-
sphinx-remove-toctrees[docs]extra == "docs"
-
sphinx-reredirects[docs]extra == "docs"
-
sphinxcontrib-bibtex>=1.0.0[docs]extra == "docs"
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