Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
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The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
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Dependencies
- anndata >=0.10.2
- lightning >=2
- numpy >=1.16.1
- packaging
- pandas >=1.2
- scanpy >=1.9.5
- scikit-learn >=1.5.1
- scipy >=1.11.3
- scvi-tools >=1.0.4
- session-info2
- torch >=2.1
28 optional dependencies
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anthropic>=0.116[tutorials-all]extra == "tutorials-all"
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anthropic>=0.116[tutorials-llm]extra == "tutorials-llm"
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cassia>=1.3.9[tutorials-all]extra == "tutorials-all"
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cassia>=1.3.9[tutorials-llm]extra == "tutorials-llm"
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celltypist>=1.7.1[tutorials-all]extra == "tutorials-all"
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celltypist>=1.7.1[tutorials-cell-types]extra == "tutorials-cell-types"
-
claude-agent-sdk>=0.2.113[tutorials-llm]extra == "tutorials-llm"
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claude-agent-sdk>=0.2.113[tutorials-all]extra == "tutorials-all"
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decoupler>=2.1.6[tutorials-biological-processes]extra == "tutorials-biological-processes"
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decoupler>=2.1.6[tutorials-all]extra == "tutorials-all"
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google-genai>=2.10[tutorials-all]extra == "tutorials-all"
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google-genai>=2.10[tutorials-llm]extra == "tutorials-llm"
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gprofiler-official>=1[tutorials-all]extra == "tutorials-all"
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gprofiler-official>=1[tutorials-biological-processes]extra == "tutorials-biological-processes"
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gs2txt>=0.1.2[tutorials-llm]extra == "tutorials-llm"
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gs2txt>=0.1.2[tutorials-all]extra == "tutorials-all"
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gseapy>=1.3[tutorials-biological-processes]extra == "tutorials-biological-processes"
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gseapy>=1.3[tutorials-all]extra == "tutorials-all"
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leidenalg[tutorials]extra == "tutorials"
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leidenalg[tutorials-all]extra == "tutorials-all"
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nest-asyncio>=1.6[tutorials-all]extra == "tutorials-all"
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nest-asyncio>=1.6[tutorials-llm]extra == "tutorials-llm"
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networkx>=3[tutorials-all]extra == "tutorials-all"
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networkx>=3[tutorials-cell-types]extra == "tutorials-cell-types"
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openai>=2.44[tutorials-all]extra == "tutorials-all"
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openai>=2.44[tutorials-llm]extra == "tutorials-llm"
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statsmodels>=0.14[tutorials-all]extra == "tutorials-all"
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statsmodels>=0.14[tutorials-biological-processes]extra == "tutorials-biological-processes"