gemseo.algos.doe.base_doe module#

The base DOE algorithm.

class BaseDOE[source]#

Bases: object

The base class for DOE algorithms.

Return type:

Any

abstractmethod generate_samples(n_samples, dimension, settings=None)[source]#

Generate samples.

Parameters:

  • n_samples (int) -- The number of samples. Ignored if settings is not None.

  • dimension (int) -- The dimension of the sampling space.

  • settings (BaseNSamplesBasedDOESettings | None) -- The settings of the DOE algorithm.

Returns:

The samples.

Return type:

RealArray