Which framework is compatable with wordpress?

I was in deep interest to web application & web page using wordpress. Now I'm taking some study ruby on rails to make some more details, but I get some information there has not many web sites using ruby on rails recently.

The question is which framework to choose. Is there some frameworks when make wordpress theme? I want to build web application or wordpress theme that could make some detail features.

Regard and thanks for reading :)