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(Xt)

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

rvs([n_samples, random_state])

Draw random samples.

transform(X)

Transform samples form the original space to a warped space.

set_transformer
__init__(*args, **kwargs)
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.