Is your feature request related to a problem? Please describe.

While running some examples for Autogluon scikit learn estimators, I noticed that we only support weights="uniform" for KN see

I'm interested in knowing if it's possible to support weights="distance" and what would that take in terms of effort.

Additional context
This is part of and effort to have a good integration with Autolguon.