In #71 , I added a new Resampler transformer. IMO the API is unintuitive. I have some ideas for a redesign that this issue will track. * First, in #75 I'll add a new buffer class to simplify the logic in resampler. * Second, I _might_ be able to inherit from `BaseAdaptiveTransformer` if there is an intuitive way to use `partial_fit`.