Inverse transform functionality of encoders

[glevv]

While looking at base encoder class I saw inverse_transform function. It won't work with the most of the encoders (or maybe even all of them), and will only cause problems.

Maybe it should be dropped completely or replaced by dummy function raising NotImplementedError?

[solegalli]

Thanks for raising the issue. We should add tests and fix it.