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survshap

Implementation of the SurvSHAP(t) explanation method for time-dependent explainability of machine learning survival models

Ecosystem
pypi.org
Latest Release
0.4.2
almost 3 years ago
Versions
3
Downloads
157 last month
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    Registry pypi.org
    Source Repository
    Docs Documentation
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    CodeMeta codemeta.json
    Package Details
    PURL pkg:pypi/survshap
    spec
    License MIT
    First Release about 3 years ago
    Last Synced about 1 month ago
    Keywords
    biostatistics brier-scores censored cox-model cox-regression cph explainable explainable-ai interpretable learning machine machinelearning model probabilistic-machine-learning shap survival survival-analysis time-to-event variable-importance xai
    Repository
    Stars 102 on GitHub
    Forks 16 on GitHub
    repos.ecosyste.ms
    Rankings on pypi.org
    Forks Top 9.9%