Thanks for looking at that! @parrt you might be interested. Here’s a link to the nbviewer rendered version of the notebook:
@nok, I suggest you remove year==1000 from the PDP/ICE plots, otherwise they are hard to interpret. For the tree interpreter, it’s best visualized with this: https://github.com/chrispaulca/waterfall
These 2 changes should give you a better comparison.