These objects accept arbitrary kwargs so that users can be lazy about splatting dictionaries into the object constructors. I guess this is nice in some situations. But it also leads to bugs when users mistype a parameter name because python doesn't raise an exception. I ran into this when working on #1022 and #1027.

I propose that we remove the kwargs without deprecation in 0.8.