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
- fastapi >=0.110
- matplotlib <4.0,>=3.8
- numpy <3.0,>=2.2
- optuna <5.0,>=4.6
- pandas <3.0,>=2.2
- rich
- scikit-learn <2.0,>=1.4
- scipy <2.0,>=1.13
- seaborn <0.14,>=0.13.2
- snpio >=1.7.4
- torch <3.0,>=2.12
- toytree
- tqdm
- uvicorn >=0.23
17 optional dependencies
-
fastapi>=0.110[gui]extra == "gui"
-
pyobjc[optional]extra == "optional"
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pytest[dev]extra == "dev"
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requests[dev]extra == "dev"
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ruff[dev]extra == "dev"
-
scikit-learn-intelex[intel]extra == "intel"
-
sphinx[docs]extra == "docs"
-
sphinx[dev]extra == "dev"
-
sphinx-rtd-theme[dev]extra == "dev"
-
sphinx-rtd-theme[docs]extra == "docs"
-
sphinxcontrib-napoleon[dev]extra == "dev"
-
sphinxcontrib-napoleon[docs]extra == "docs"
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sphinxcontrib-programoutput[docs]extra == "docs"
-
sphinxcontrib-programoutput[dev]extra == "dev"
-
twine[dev]extra == "dev"
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uvicorn>=0.23[gui]extra == "gui"
-
wheel[dev]extra == "dev"