gemseo / uncertainty / distributions / scipy

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factory module

Module containing a factory to create an instance of SPDistribution.

class gemseo.uncertainty.distributions.scipy.factory.SPDistributionFactory

Bases: DistributionFactory

Factory to create a SPDistribution from its class name.

Examples

>>> from gemseo.uncertainty.distributions.factory import DistributionFactory
>>> factory = DistributionFactory()
>>> factory.is_available("OTNormalDistribution")
True
>>> factory.available_distributions[-3:]
['SPNormalDistribution', 'SPTriangularDistribution', 'SPUniformDistribution']
>>> distribution = factory.create("OTNormalDistribution", "x")
>>> print(distribution)
Normal(mu=0.0, sigma=1.0)

Return type:

Any

failed_imports: dict[str, str]

The class names bound to the import errors.