unionml.model.ModelArtifact#

class unionml.model.ModelArtifact(model_object: Any, hyperparameters: Optional[Union[BaseHyperparameters, dict]] = None, metrics: Optional[Dict[str, float]] = None)#

Model artifact, containing a specific model object and optional metrics associated with it.

Create new instance of ModelArtifact(model_object, hyperparameters, metrics)

Attributes

`hyperparameters`	hyperparameters associated with the model object
`metrics`	metrics associated with the model object
`model_object`	model object

hyperparameters: Union[BaseHyperparameters, dict, None]#: hyperparameters associated with the model object

metrics: Optional[Dict[str, float]]#: metrics associated with the model object