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searchspaces

searchspaces is a tool for describing hyperparameter search spaces. More generally it defines the PartialPlus primitive, based in spirit on functools.partial, for deferred evaluation.

It currently supports import from pylearn2 YAML configuration files export to hyperopt.pyll for use with the hyperopt hyperparameter optimization suite.

Coming very soon: completed configuration generators for SMAC. Coming in the medium-term: Spearmint support.