gemseo / mlearning / clustering

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factory module

A factory to create clustering models.

This module contains a factory to instantiate an BaseMLClusteringAlgo from its class name. It also provides a list of available clustering models and allows testing if a clustering model type is available.

class gemseo.mlearning.clustering.factory.ClusteringModelFactory

Bases: MLAlgoFactory

This factory instantiates an BaseMLClusteringAlgo from its class name.

The class can be either internal or external. In this second case, it can be either implemented in a module referenced in the “GEMSEO_PATH” or in a module The class can be either internal or external. In the second case, it can be either implemented in a module referenced in the GEMSEO_PATH environment variable or in a module starting with “gemseo_” and referenced in the PYTHONPATH environment variable.

Return type:

Any

failed_imports: dict[str, str]

The class names bound to the import errors.