Since 2019 Scikit-Learn has not included joblib but rather uses those calls directly, link.

This results in import errors with mlinsights if not restricting the version of scikit-learn. Could mlinsights instead be updated to also use the joblib library directly instead of from sklearn.utils._joblib ?