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 <0.11.0,>=0.8.0
- igraph >=0.10.3
- kaleido
- macs3 <3.1,>=3.0.3
- multiprocess
- natsort
- numpy <3.0.0,>=1.16.0
- pandas <3.0.0,>=1.0
- plotly <6.0.0,>=5.19.0
- polars <2.0,>=1.0
- pooch <2.0.0,>=1.6.0
- pyarrow <21.0.0
- pyfaidx <0.8.0,>=0.7.0
- rustworkx
- scikit-learn <2.0.0,>=1.0
- scipy <2.0.0,>=1.4
- tqdm >=4.62
- typeguard >=4.0
10 optional dependencies
-
harmonypy>=0.0.9[recommend]extra == "recommend"
-
hypothesis==6.72.4[test]extra == "test"
-
magic-impute>=2.0[recommend]extra == "recommend"
-
pytest[test]extra == "test"
-
scanorama>=1.7.3[recommend]extra == "recommend"
-
scanpy>=1.9[recommend]extra == "recommend"
-
scikit-misc>=0.1.3[recommend]extra == "recommend"
-
scvi-tools>=1.0[recommend]extra == "recommend"
-
umap-learn>=0.5.0[recommend]extra == "recommend"
-
xgboost>=1.4[recommend]extra == "recommend"