Chun-Hao (Kingsley) Chang (@zzzace2000)
github

zzzace2000

Twitter logo Share LinkedIn logo Share Facebook logo Share
  • Stars
    star
    148
  • Global Rank 155,276 (Top 6 %)
  • Followers 13
  • Registered almost 11 years ago
  • Most used languages
    Jupyter Notebook
         80.0 %
    Python
         20.0 %

Top repositories

1

nodegam

Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"
Jupyter Notebook
31
star
2

FIDO-saliency

Explaining Image Classifiers by Counterfactual Generation
Jupyter Notebook
27
star
3

dropout-feature-ranking

Jupyter Notebook
24
star
4

mimic-preprocess

MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
Jupyter Notebook
15
star
5

robust_cls_model

The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"
Python
14
star
6

GAMs

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
11
star
7

autodiagnosis

Dynamic Measurement Scheduling for Event Forecasting using Deep RL (ICML 2019)
Jupyter Notebook
10
star
8

GAMs_models

Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM).
Jupyter Notebook
4
star
9

cairl_nodegam

Code for the paper "Extracting Clinician's Goals by What-if Interpretable Modeling"
Jupyter Notebook
3
star
10

us_scraper

A simpe scraper to probe the availabiliteis for US visa interviews in Canada
Python
2
star