An implementation of permutation importance is now available in scikit-learn: [sklearn.inspection.permutation_importance](https://scikit-learn.org/stable/modules/generated/sklearn.inspection.permutation_importance.html) We would like to have a wrapper class or a helper function to display the feature importance.