Neural Prophet
zenml.integrations.neural_prophet
Initialization of the Neural Prophet integration.
Attributes
NEURAL_PROPHET = 'neural_prophet'
module-attribute
Classes
Integration
Base class for integration in ZenML.
Functions
activate() -> None
classmethod
Abstract method to activate the integration.
Source code in src/zenml/integrations/integration.py
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check_installation() -> bool
classmethod
Method to check whether the required packages are installed.
Returns:
Type | Description |
---|---|
bool
|
True if all required packages are installed, False otherwise. |
Source code in src/zenml/integrations/integration.py
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flavors() -> List[Type[Flavor]]
classmethod
Abstract method to declare new stack component flavors.
Returns:
Type | Description |
---|---|
List[Type[Flavor]]
|
A list of new stack component flavors. |
Source code in src/zenml/integrations/integration.py
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get_requirements(target_os: Optional[str] = None, python_version: Optional[str] = None) -> List[str]
classmethod
Method to get the requirements for the integration.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
target_os
|
Optional[str]
|
The target operating system to get the requirements for. |
None
|
python_version
|
Optional[str]
|
The Python version to use for the requirements. |
None
|
Returns:
Type | Description |
---|---|
List[str]
|
A list of requirements. |
Source code in src/zenml/integrations/integration.py
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get_uninstall_requirements(target_os: Optional[str] = None) -> List[str]
classmethod
Method to get the uninstall requirements for the integration.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
target_os
|
Optional[str]
|
The target operating system to get the requirements for. |
None
|
Returns:
Type | Description |
---|---|
List[str]
|
A list of requirements. |
Source code in src/zenml/integrations/integration.py
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plugin_flavors() -> List[Type[BasePluginFlavor]]
classmethod
Abstract method to declare new plugin flavors.
Returns:
Type | Description |
---|---|
List[Type[BasePluginFlavor]]
|
A list of new plugin flavors. |
Source code in src/zenml/integrations/integration.py
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NeuralProphetIntegration
Bases: Integration
Definition of NeuralProphet integration for ZenML.
Functions
activate() -> None
classmethod
Activates the integration.
Source code in src/zenml/integrations/neural_prophet/__init__.py
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Modules
materializers
Initialization of the Neural Prophet materializer.
Classes
Modules
neural_prophet_materializer
Implementation of the Neural Prophet materializer.
NeuralProphetMaterializer(uri: str, artifact_store: Optional[BaseArtifactStore] = None)
Bases: BasePyTorchMaterializer
Materializer to read/write NeuralProphet models.
Source code in src/zenml/materializers/base_materializer.py
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