deephyper.skopt.searchcv

deephyper.skopt.searchcv#

Functions

check_callback

Check if callback is a callable or a list of callables.

check_dimension

Turn a provided dimension description into a dimension object.

dimensions_aslist

Convert a dict representation of a search space into a list of dimensions, ordered by sorted(search_space.keys()).

eval_callbacks

Evaluate list of callbacks on result.

point_asdict

Convert the list representation of a point from a search space to the dictionary representation, where keys are dimension names and values are corresponding to the values of dimensions in the list.

rankdata

Assign ranks to data, dealing with ties appropriately.

Classes

BayesSearchCV

Bayesian optimization over hyper parameters.

Optimizer

Run bayesian optimisation loop in DeepHyper.