Discover zzzace2000/GAMs Open Source project

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Created over 4 years ago
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zzzace2000

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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

nodegam

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

Jupyter Notebook

FIDO-saliency

Explaining Image Classifiers by Counterfactual Generation

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dropout-feature-ranking

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mimic-preprocess

MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"

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robust_cls_model

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

Python

autodiagnosis

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

Jupyter Notebook

GAMs_models

Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM).

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cairl_nodegam

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

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us_scraper

A simpe scraper to probe the availabiliteis for US visa interviews in Canada

Python

zzzace2000/GAMs

zzzace2000

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