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
- genomicranges >=0.8.3
- gtars >=0.2.5
- iranges >=0.2.11
- logmuse >=0.2.8
- numpy >=1.24.0
- peppy >=0.40.7
- pyarrow >=17.0.0
- pybiocfilecache ==0.6.1
- pyyaml >=6.0.1
- requests >=2.31.0
- rich >=13.9.4
- s3fs >=2024.3.1
- safetensors
- ubiquerg >=0.6.3
- zarr <3.0.0,>=2.17.2
19 optional dependencies
-
anndata>0.9.0[ml]extra == "ml"
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black[test]extra == "test"
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fastembed>=0.2.5[ml]extra == "ml"
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gensim>=4.3.3[ml]extra == "ml"
-
hmmlearn>=0.3.2[ml]extra == "ml"
-
huggingface-hub>=0.25.1[ml]extra == "ml"
-
isort[test]extra == "test"
-
langchain-huggingface==0.0.2[ml]extra == "ml"
-
paramiko>=3.0.0[ml]extra == "ml"
-
pybigwig>=0.3.23[ml]extra == "ml"
-
pytest[test]extra == "test"
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pytest-mock[test]extra == "test"
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pytest-remotedata[test]extra == "test"
-
qdrant-client>=1.16.1[ml]extra == "ml"
-
ruff[test]extra == "test"
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scanpy>=1.10.3[ml]extra == "ml"
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scipy>=1.13.1[ml]extra == "ml"
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torch>=2.3.0[ml]extra == "ml"
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transformers>=4.52.4[ml]extra == "ml"