survshap

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0.4.2 survshap-0.4.2-py3-none-any.whl

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Project: survshap
Version: 0.4.2
Filename: survshap-0.4.2-py3-none-any.whl
Download: [link]
Size: 19702
MD5: a6ff4f72b1ad9c39414ec752283be270
SHA256: 83fe0a63dc4bf7bb16d5c92b2ccc5dad92c5e794a8b7eb8a22d27db368c6372c
Uploaded: 2024-01-04 09:16:30 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: survshap
Version: 0.4.2
Summary: Implementation of the SurvSHAP(t) explanation method for time-dependent explainability of machine learning survival models
Author: Mikołaj Spytek, Hubert Baniecki, Przemysław Biecek
Author-Email: Mateusz Krzyziński <krzyzinskimateusz23[at]gmail.com>
Project-Url: Homepage, https://github.com/MI2DataLab/survshap
Project-Url: Bug Tracker, https://github.com/MI2DataLab/survshap/issues
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.7
Requires-Dist: numpy (>=1.20.3)
Requires-Dist: pandas (>=1.2.5)
Requires-Dist: plotly (>=5.1.0)
Requires-Dist: scikit-survival (>=0.17.2)
Requires-Dist: scipy (>=1.6.3)
Requires-Dist: shap (>0.41.0)
Requires-Dist: statsmodels (>=0.13.2)
Requires-Dist: tqdm (>=4.61.2)
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 2350 characters]

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