Model Oriented

moDel Agnostic Language for Exploration and eXplanation

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

modelDown generates a website with HTML summaries for predictive models

Extensions for the DALEX package

Structure mining for xgboost model

Friedman's H-statistics

Flexible tool for bias detection, visualization, and mitigation

SHAP Plots in R

Different SHAP algorithms

Semantic counterfactual framework for time series classification based on symbolic representations.