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Version: 0.93

templates.MultiPolarSequenceModelTemplateSchema

class templates.MultiPolarSequenceModelTemplateSchema(*args, **kwargs)

Multipolar Sequence Model template

Parameters:

  • field (str) – Field storing the output of a ModelFeaturizer

  • label (None) – Inherited from SequenceModelTemplateSchema, but not used.

  • include_fields (List[str]) – The fields to include in the model featurization.

  • model_type (str) –

    The specific model used, must be contained in:

    [“sdnet”]

  • model_name (str) – A user specified string name given to the trained model.

  • dirpath (str) – The path to the stored model in minio.

  • unique_model_name (Optional[str] = None) – A unique name for the model, usually the same as dirpath.

  • inv_label_map (Dict[str, int]) – A mapping from the user’s class labels to the LF’s class labels.