Add more categorical feature encoders

[ablaom]

Posted on another thread:

This package https://contrib.scikit-learn.org/category_encoders/index.html contains other useful categorical features encoders that are currently missing in MLJ. For now I ended up calling those encoders from Julia via PyCall.