skopt.utils
.point_aslist¶
- skopt.utils.point_aslist(search_space, point_as_dict)[source][source]¶
Convert a dictionary representation of a point from a search space to the list representation. The list of values is created from the values of the dictionary, sorted by the names of dimensions used as keys.
See also
- 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_dictdict
dict with parameter names as keys to which corresponding parameter values are assigned.
- Returns
- point_as_listlist
list with point values.The order of parameters in the list is given by sorted(params_space.keys()).
Examples
>>> from skopt.space.space import Real, Integer >>> from skopt.utils import point_aslist >>> search_space = {'name1': Real(0,1), ... 'name2': Integer(2,4), 'name3': Real(-1,1)} >>> point_as_dict = {'name1': 0.66, 'name2': 3, 'name3': -0.15} >>> point_aslist(search_space, point_as_dict) [0.66, 3, -0.15]