Feature request: specifying distributions, from which individual parameters in search space should be sampled #702
Description
How to define the distribution from which a hyperparameter should be sampled?
In Hyperopt, this could be done using different functions in the API like, hp.normal, hp.lognormal, etc. (http://hyperopt.github.io/hyperopt/getting-started/search_spaces/)