emukit.core.initial_designs package¶

Submodules¶

class emukit.core.initial_designs.base.InitialDesignBase(parameter_space)¶

Base class for all initial designs

get_samples(point_count)¶

Generates requested amount of points.

Parameters: point_count (int) – Number of points required.
Return type: ndarray
Returns: A numpy array of generated samples, shape (point_count x space_dim)

class emukit.core.initial_designs.random_design.RandomDesign(parameter_space)¶

Random experiment design. Uniform random values for all variables within the given bounds.

get_samples(point_count)¶

Generates requested amount of points.

Parameters: point_count (int) – Number of points required.
Return type: ndarray
Returns: A numpy array of generated samples, shape (point_count x space_dim)