gemseo / algos / doe

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pydoe_full_factorial_doe module

The full-factorial DOE.

class gemseo.algos.doe.pydoe_full_factorial_doe.PyDOEFullFactorialDOE[source]

Bases: BaseFullFactorialDOE

The pyDOE based full-factorial DOE.

Note

This class is a singleton.

Return type:

Any

generate_samples(n_samples, dimension, **options)

Generate samples.

Parameters:

  • n_samples (int) – The number of samples.

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

  • **options (Any) – The options of the DOE algorithm.

Returns:

The samples.

Return type:

RealArray