I’d add Dalex to the list: it includes functions to create PDP and ALE plots and wraps around LIME, among other things, to have many intepretability methods within one library. Sklearn on the other side supports ICE and PDP plots and permutation feature importance which can be applied super easy to explain models trained with this library.
I’d add Dalex to the list: it includes functions to create PDP and ALE plots and wraps around LIME, among other things, to have many intepretability methods within one library. Sklearn on the other side supports ICE and PDP plots and permutation feature importance which can be applied super easy to explain models trained with this library.