Pinned Repositories
explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu
PyCEbox
⬛ Python Individual Conditional Expectation Plot Toolbox
Surrogate-Rule-Exploration-Method
Easily explain the behavior of machine learning models using decision rules generated by decision trees. Work adapted from https://github.com/nyuvis/SuRE
Visual-Counterfactuals
A visual counterfactual explanation of predictions by machine learning models. Work adapted from https://arxiv.org/abs/2003.02428.
explainX's Repositories
explainX/explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu
explainX/Surrogate-Rule-Exploration-Method
Easily explain the behavior of machine learning models using decision rules generated by decision trees. Work adapted from https://github.com/nyuvis/SuRE
explainX/Visual-Counterfactuals
A visual counterfactual explanation of predictions by machine learning models. Work adapted from https://arxiv.org/abs/2003.02428.
explainX/PyCEbox
⬛ Python Individual Conditional Expectation Plot Toolbox