6 open source projects by jphall663

Materials for GWU DNSC 6279 and DNSC 6290.

✭ 217

python r jupyter-notebook machine-learning data-science image-processing data-visualization data-mining text-mining image-recognition h2o

2. Awesome Machine Learning Interpretability

A curated list of awesome machine learning interpretability resources.

✭ 2,404

machine-learning awesome awesome-list data-science data-mining interpretability transparency fairness accountability interpretable-deep-learning interpretable-ai interpretable-ml explainable-ml xai fatml interpretable-machine-learning iml machine-learning-interpretability

3. Interpretable machine learning with python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

✭ 530

python jupyter-notebook machine-learning data-science data-mining interpretability transparency h2o

4. diabetes use case

Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/

✭ 22

Jupyter Notebook data-science machine-learning data-mining healthcare xgboost transparency interpretability interpretable-ml explainable-ml xai interpretable-machine-learning iml machine-learning-interpretability

5. kdd 2019

Paper and talk from KDD 2019 XAI Workshop

✭ 19

TeX

6. GWU rml

jphall663.github.io/GWU_rml/

✭ 26

Jupyter Notebook TeX python

1-6 of 6 user projects