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Neural Prophet

zenml.integrations.neural_prophet special

Initialization of the Neural Prophet integration.

NeuralProphetIntegration (Integration)

Definition of NeuralProphet integration for ZenML.

Source code in zenml/integrations/neural_prophet/__init__.py 
class NeuralProphetIntegration(Integration):
    """Definition of NeuralProphet integration for ZenML."""

    NAME = NEURAL_PROPHET
    REQUIREMENTS = [
        "neuralprophet>=0.3.2,<0.5.0",
        "holidays>=0.4.1,<0.25.0",
        "tenacity!=8.4.0",  # https://github.com/jd/tenacity/issues/471
    ]
    REQUIREMENTS_IGNORED_ON_UNINSTALL = ["tenacity"]

    @classmethod
    def activate(cls) -> None:
        """Activates the integration."""
        from zenml.integrations.neural_prophet import materializers  # noqa

activate() classmethod

Activates the integration.

Source code in zenml/integrations/neural_prophet/__init__.py 
@classmethod
def activate(cls) -> None:
    """Activates the integration."""
    from zenml.integrations.neural_prophet import materializers  # noqa

materializers special

Initialization of the Neural Prophet materializer.

neural_prophet_materializer

Implementation of the Neural Prophet materializer.

NeuralProphetMaterializer (BasePyTorchMaterializer)

Materializer to read/write NeuralProphet models.

Source code in zenml/integrations/neural_prophet/materializers/neural_prophet_materializer.py 
class NeuralProphetMaterializer(BasePyTorchMaterializer):
    """Materializer to read/write NeuralProphet models."""

    ASSOCIATED_TYPES: ClassVar[Tuple[Type[Any], ...]] = (NeuralProphet,)
    ASSOCIATED_ARTIFACT_TYPE: ClassVar[ArtifactType] = ArtifactType.MODEL
    FILENAME: ClassVar[str] = DEFAULT_FILENAME