Full threadjimfleming·SHAP[0] is another model-agnostic method for interpreting predictions. It's a bit newer and builds on LIME, Shapely, and a few other works. There's also an associated tool[1].[0] https://arxiv.org/abs/1705.07874[1] https://github.com/slundberg/shapView on HN