# skopt.space.space.Dimension¶

class skopt.space.space.Dimension[source][source]

Base class for search space dimensions.

Attributes
bounds
is_constant
name
prior
size
transformed_bounds
transformed_size

Methods

 Inverse transform samples from the warped space back into the original space. rvs([n_samples, random_state]) Draw random samples. Transform samples form the original space to a warped space.
 set_transformer
__init__(*args, **kwargs)

Initialize self. See help(type(self)) for accurate signature.

inverse_transform(Xt)[source][source]

Inverse transform samples from the warped space back into the original space.

rvs(n_samples=1, random_state=None)[source][source]

Draw random samples.

Parameters
n_samplesint or None

The number of samples to be drawn.

random_stateint, RandomState instance, or None (default)

Set random state to something other than None for reproducible results.

transform(X)[source][source]

Transform samples form the original space to a warped space.