Reference

TreeSHAP Calculate SHAP values for your model
treeshap()	Calculate SHAP values of a tree ensemble model.
treeshap.object	treeshap results
treeshap_multioutput.object	treeshap results for multi-output model
Unifiers Convert your model into a standardized representation
unify()	Unify tree-based model
gbm.unify()	Unify GBM model
lightgbm.unify()	Unify LightGBM model
randomForest.unify()	Unify randomForest model
ranger.unify()	Unify ranger model
ranger_surv.unify()	Unify ranger survival model
xgboost.unify()	Unify XGBoost model
model_unified.object	Unified model representation
model_unified_multioutput.object	Unified model representations for multi-output model
Plotting functions Plot explanation results
plot_contribution()	SHAP value based Break-Down plot
plot_feature_dependence()	SHAP value based Feature Dependence plot
plot_feature_importance()	SHAP value based Feature Importance plot
plot_interaction()	SHAP Interaction value plot
colors_discrete_drwhy() colors_breakdown_drwhy()	DrWhy color palettes for ggplot objects
theme_drwhy() theme_drwhy_vertical()	DrWhy Theme for ggplot objects
Printing functions
print(<model_unified>)	Prints model_unified objects
print(<model_unified_multioutput>)	Prints model_unified_multioutput objects
print(<treeshap>)	Prints treeshap objects
print(<treeshap_multioutput>)	Prints treeshap_multioutput objects
Utility functions
set_reference_dataset()	Set reference dataset
predict(<model_unified>)	Predict
is.model_unified()	Check whether object is a valid model_unified object
is.treeshap()	Check whether object is a valid treeshap object
Data
fifa20	Attributes of all players in FIFA 20