Hi everybody.
Last weekend I created a draft of a random hyper parameter search a la 
James.
It doesn't do tree-structured parameter spaces and doesn't do the Parzen 
estimate
(yet), just random sampling.
Feedback would be very welcome, as I want to use this as a basis for a 
better grid search
visualization PR.
You can find my PR here:
https://github.com/scikit-learn/scikit-learn/pull/1194

Cheers,
Andy

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