kriging.py¶
Surrogate model based on Kriging.
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class
openmdao.surrogate_models.kriging.
FloatKrigingSurrogate
[source]¶ Bases:
openmdao.surrogate_models.kriging.KrigingSurrogate
Surrogate model based on the simple Kriging interpolation. Predictions are returned as floats, which are the mean of the model’s prediction.
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class
openmdao.surrogate_models.kriging.
KrigingSurrogate
[source]¶ Bases:
openmdao.surrogate_models.surrogate_model.SurrogateModel
Surrogate Modeling method based on the simple Kriging interpolation. Predictions are returned as a tuple of mean and RMSE
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jacobian
(x)[source]¶ Calculates the jacobian of the Kriging surface at the requested point.
Args: x : array-like
Point at which the surrogate Jacobian is evaluated.
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