btb.tuning.metamodels package¶

Submodules¶

Top level where all the metamodels are imported.

class btb.tuning.metamodels.GaussianProcessMetaModel[source]¶

GaussianProcessMetaModel class.

This class represents a meta-model using an underlying GaussianProcessRegressor from sklearn.gaussian_process.

_MODEL_KWARGS¶

Dictionary with the default kwargs for the GaussianProcessRegressor instantiation.

_MODEL_CLASS¶

Class to be instantiated and used for the self._model instantiation. In this case sklearn.gaussian_process.GaussainProcessRegressor