local Module

Contains functionality for deploying machine learning models as local web service endpoints.

Deploying to a local web service is recommended for scenarios when you need to quickly deploy and validate your model or you are testing a model that is under development. For more information, see Deploy a model to Notebook VMs.

Classes

LocalWebservice

Represents a machine learning model deployed as a local web service endpoint.

Deploying web services locally is useful for debugging and testing scenarios.

LocalWebserviceDeploymentConfiguration

Defines a deployment configuration object for a web service endpoint deployed locally.

Create a LocalWebserviceDeploymentConfiguration object using the azureml.core.webservice.local.LocalWebservice.deploy_configuration method of the LocalWebservice class.