skopt.utils.point_asdict

skopt.utils.point_asdict(search_space, point_as_list)

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.

See also

skopt.utils.point_aslist

Parameters:

search_spacedict

Represents search space. The keys are dimension names (strings) and values are instances of classes that inherit from the class skopt.space.Dimension (Real, Integer or Categorical)

point_as_listlist

list with parameter values.The order of parameters in the list is given by sorted(params_space.keys()).

Returns:

params_dictOrderedDict

dictionary with parameter names as keys to which corresponding parameter values are assigned.

Examples

>>> from skopt.space.space import Real, Integer
>>> from skopt.utils import point_asdict
>>> search_space = {'name1': Real(0,1),
...                 'name2': Integer(2,4), 'name3': Real(-1,1)}
>>> point_as_list = [0.66, 3, -0.15]
>>> d = point_asdict(search_space, point_as_list)
>>> d.keys(), d.values()
(odict_keys(['name1', 'name2', 'name3']), odict_values([0.66, 3, -0.15]))