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@suinleelab

AIMS Lab @ UW Allen School

Research group at University of Washington focused on machine learning, interpretability, explainability, and AI for bioMedical Sciences.

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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 191 28

  2. treeexplainer-study treeexplainer-study Public

    Code and documentation for experiments in the TreeExplainer paper

    HTML 189 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 79 8

  5. contrastiveVI contrastiveVI Public

    Python 57 1

  6. vit-shapley vit-shapley Public

    Learning to Estimate Shapley Values with Vision Transformers

    Python 36 6

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