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1. nodegam nodegam Public

   Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"

   Jupyter Notebook 43 8

2. FIDO-saliency FIDO-saliency Public

   Explaining Image Classifiers by Counterfactual Generation

   Jupyter Notebook 28 2

3. autodiagnosis autodiagnosis Public

   Dynamic Measurement Scheduling for Event Forecasting using Deep RL (ICML 2019)

   Jupyter Notebook 10 6

4. robust_cls_model robust_cls_model Public

   The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"

   Python 17 1

5. GAMs GAMs Public

   Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and Trustworthy are GAMs?" https://arxiv.org/abs/2006.06466

   Jupyter Notebook 12

6. cairl_nodegam cairl_nodegam Public

   Code for the paper "Extracting Clinician's Goals by What-if Interpretable Modeling"

   Jupyter Notebook 3