Hyperparameter spaces not immutable

[cjuers]

The best hyperparameter space found by random search always points to the same parameter configuration and not the configuration of the best hyperparameter space object. List of parameters needs to be cloned.

[fkoehne]

Well you could clone, work with immutable object structures or try to handle this with basic datatypes only. I have a feeling that this is one of the most performance critical decisions to make.