There are 1 repository under explanatory-model-analysis topic.
moDel Agnostic Language for Exploration and eXplanation
đź“Ť Interactive Studio for Explanatory Model Analysis
Explainable Machine Learning in Survival Analysis
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
Data generator for Arena - interactive XAI dashboard
Interactive XAI dashboard
Visualize correlations between variables
Triplot: Instance- and data-level explanations for the groups of correlated features.
Robustness of Global Feature Effect Explanations (ECML PKDD 2024)