Max Pumperla

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@jengelman I'd be very interested in a pointer to what you're doing. Can you create a gist? doesn't have to be polished.

Random search, annealing and tpe you find in hyperopt, gpt is in https://github.com/hyperopt/hyperopt-gpsmbo. tpe is an smbo as well. cheers!

@erniejunior the solution @ptempczyk-nethone talks about has been merged in #403 already