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@Trustworthy-ML-Lab

Trustworthy-ML-Lab

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  1. Label-free-CBM Label-free-CBM Public

    A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data

    Jupyter Notebook 80 14

  2. CLIP-dissect CLIP-dissect Public

    An automatic and efficient tool to describe functionalities of individual neurons in DNNs

    Jupyter Notebook 39 14

  3. Linear-Explanations Linear-Explanations Public

    Jupyter Notebook 8

  4. Provably-Robust-Conformal-Prediction Provably-Robust-Conformal-Prediction Public

    Python 4 1

  5. Robust_HighUtil_Smoothed_DRL Robust_HighUtil_Smoothed_DRL Public

    Python 4

  6. corrupting_neuron_explanations corrupting_neuron_explanations Public

    Jupyter Notebook 3 1

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