explainable topic

📍 Interactive Studio for Explanatory Model Analysis

ModelOriented

Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

AstraZeneca

Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

rehmanzafar

GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model’s Prediction. Thai Le, Suhang Wang, Dongwon Lee. 26th ACM SIGKDD Int’l Conf. on Knowledge Discovery and Dat...

lethaiq

SurvSHAP(t): Time-dependent explanations of machine learning survival models

MI2DataLab

A demonstration of the explainerdashboard package that that displays model quality, permutation importances, SHAP values and interactions, and individual trees for sklearn RandomForestClassifiers, etc

oegedijk