Add any required translation code to allow imodels trees to be plotted with dtreeviz. This basically boils down to successfully generating a ShadowDecTree object from an imodels tree.
We can reuse the existing ShadowSKDTreeconstructor by converting imodels trees into sklearn objects, then calling:
sk_dtree = ShadowSKDTree(tree_classifier, X, y, features, target, [0, 1])
Alternatively, we can make an imodels specific implementation of ShadowDecTree, similar to the sklearn implementation here, but that may be more work than necessary.
Add any required translation code to allow
imodelstrees to be plotted withdtreeviz. This basically boils down to successfully generating aShadowDecTreeobject from animodelstree.We can reuse the existing
ShadowSKDTreeconstructor by convertingimodelstrees intosklearnobjects, then calling:Alternatively, we can make an
imodelsspecific implementation ofShadowDecTree, similar to thesklearnimplementation here, but that may be more work than necessary.