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@suinleelab

Lee Lab @ UW Allen School

Explainable AI for Biology and Precision Medicine

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  1. path_explain path_explain Public

    A repository for explaining feature attributions and feature interactions in deep neural networks.

    Jupyter Notebook 187 29

  2. treeexplainer-study treeexplainer-study Public

    Code and documentation for experiments in the TreeExplainer paper

    HTML 186 47

  3. attributionpriors attributionpriors Public

    Tools for training explainable models using attribution priors.

    Jupyter Notebook 124 8

  4. MONET MONET Public

    Transparent medical image AI via an image–text foundation model grounded in medical literature

    Python 69 5

  5. contrastiveVI contrastiveVI Public

    Python 55 1

  6. vit-shapley vit-shapley Public

    Python 33 6

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