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@suinleelab

Lee Lab @ UW Allen School

Explainable AI for Biology and Precision Medicine

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  1. treeexplainer-study treeexplainer-study Public

    Code and documentation for experiments in the TreeExplainer paper

    HTML 188 47

  2. path_explain path_explain Public

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

    Jupyter Notebook 188 28

  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 76 7

  5. contrastiveVI contrastiveVI Public

    Python 56 1

  6. vit-shapley vit-shapley Public

    Python 35 6

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