emukit.core.initial_designs package

Submodules

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

Bases: object

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)

Bases: InitialDesignBase

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)

Module contents