MMLBaseEstimator Class

Abstract base class for all estimators.

DEPRECATED. Use the ScriptRunConfig object with your own defined environment or an Azure ML curated environment.

Initialize properties common to all estimators.

Constructor

MMLBaseEstimator(source_directory, *, compute_target, estimator_config=None)

Name	Description
source_directory Required	str The directory containing code or configuration for the estimator.
compute_target Required	AbstractComputeTarget or str The compute target where training will happen. This can either be an object or the string "local".
estimator_config Required	RunConfiguration The run-time configuration used by the estimator.
script_params Required	dict A dictionary containing parameters to the entry_script.
inputs Required	list Data references or Datasets as input.
source_directory_data_store Required	Datastore The backing data store for the project share.
source_directory Required	str The directory containing code or configuration for the estimator.
compute_target Required	AbstractComputeTarget or str The compute target where training will happen. This can either be an object or the string "local".
estimator_config Required	RunConfiguration The run-time configuration used by the estimator.

Name	Description
compute_target Required
estimator_config Required

Return the conda dependencies object for this estimator.

Type	Description
CondaDependencies	The conda dependencies.

Return a RunConfiguration object for this estimator.

Type	Description
RunConfiguration	The run configuration.

Return the path to the source directory.

Type	Description
str	The source directory path.