Surrogate discipline#

This section illustrates how to create and use a SurrogateDiscipline.

This Discipline implements the notion of surrogate model, mainly used to approximate an expensive discipline from samples.

A SurrogateDiscipline wraps a regression model built from the gemseo.mlearning package. For those who are interested in machine learning techniques, such as data transformation and model assessment, please refer to the corresponding examples.

Create a surrogate discipline

Create a surrogate discipline

Plug a surrogate discipline in a Scenario

Plug a surrogate discipline in a Scenario

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