azureml-train-automl-runtime Package

  • Reference

Packages

automl

Package containing modules used in automated machine learning.

Included classes provide resources for configuring, managing pipelines, and examining run output for automated machine learning experiments.

For more information on automated machine learning, please see https://docs.microsoft.com/azure/machine-learning/concept-automated-ml

To define a reusable machine learning workflow for automated machine learning, you may use AutoMLStep to create a Pipeline.

Modules

automl_step

DEPRECATED. Use the functionality in the automl_step module.
ensemble

Contains functionality for creating ensembles from previous automated machine learning iterations.

Creating ensembles can improve machine learning results by combining multiple iterations that may provide better predictions compared to a single iteration. Configure an experiment to use ensembles with the AutoMLConfig object.
run

Contains functionality for managing automated ML runs in Azure Machine Learning.

This module allows you to start or stop automated ML runs, monitor run status, and retrieve model output.