Model Agnostics breakDown plots

A game theoretic approach to explain the output of any machine learning model.

source{d} datasets ("big code") for source code analysis and machine learning on source code

Website for "A Survey of Machine Learning for Big Code and Naturalness"

A curated list of awesome responsible machine learning resources.

Interesting resources related to XAI (Explainable Artificial Intelligence)

Code for "High-Precision Model-Agnostic Explanations" paper

Lime: Explaining the predictions of any machine learning classifier

A curated repository of software engineering repository mining data sets

😎 Awesome lists about all kinds of interesting topics

Source code/webpage/demos for the What-If Tool

LOcal Rule-based Exlanations

Genetic programming method for explaining complex black-box models