sgnlp.models.ufd.utils.create_classifiers

create_classifiers(cfg: sgnlp.models.ufd.data_class.UFDArguments) → Dict

Helper function to generate all classifier models, criterion and optimizer.

One set of classifier, criterion and optimizer required per source domain.

Parameters

cfg (UFDArguments) – UFDArguments config load from configuration file

Returns

return dictionary of models, criterion and optimizer group by source domain.

Return type

Dict