- class SerializableModelMixin#
Provides convenient methods for saving and loading models.
- classmethod load(file_name)#
Loads a model from the file. If the loaded model is not an instance of the class whose method was called, then a warning is raised. Nevertheless, the loaded model may be a valid model.
Saves this model to the specified file. Internally, the model is serialized via
dill. All parameters are saved, including a primitive instance that is referenced by internal objects. That means if a model is loaded from a file and is used, for instance, for inference, the same primitive will be used even if a cloud primitive was used.
file_name (str) – a file name or path where to save the model.