sgnlp.models.ufd.utils.create_unsupervised_models

create_unsupervised_models(cfg: sgnlp.models.ufd.data_class.UFDArguments) → Tuple[sgnlp.models.ufd.modeling.UFDAdaptorDomainModel, sgnlp.models.ufd.modeling.UFDAdaptorGlobalModel, sgnlp.models.ufd.modeling.UFDCombineFeaturesMapModel]

Helper function to create the unsupervised model group.

Parameters

cfg (UFDArguments) – UFDArguments config load from configuration file

Returns

return the initialize unsupervised model group.

Return type

Tuple[UFDAdaptorDomainModel, UFDAdaptorGlobalModel, UFDCombineFeaturesMapModel]