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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. treeexplainer-study treeexplainer-study Public

    Code and documentation for experiments in the TreeExplainer paper

    HTML 192 47

  2. path_explain path_explain Public

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

    Jupyter Notebook 192 29

  3. attributionpriors attributionpriors Public

    Tools for training explainable models using attribution priors.

    Jupyter Notebook 126 8

  4. MONET MONET Public

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

    Python 86 12

  5. contrastiveVI contrastiveVI Public

    Python 62 3

  6. vit-shapley vit-shapley Public

    Learning to Estimate Shapley Values with Vision Transformers

    Python 38 5

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