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)Parameters
| Name | Description |
|---|---|
|
source_directory
Required
|
The directory containing code or configuration for the estimator. |
|
compute_target
Required
|
The compute target where training will happen. This can either be an object or the string "local". |
|
estimator_config
Required
|
The run-time configuration used by the estimator. |
|
script_params
Required
|
A dictionary containing parameters to the entry_script. |
|
inputs
Required
|
Data references or Datasets as input. |
|
source_directory_data_store
Required
|
The backing data store for the project share. |
|
source_directory
Required
|
The directory containing code or configuration for the estimator. |
|
compute_target
Required
|
The compute target where training will happen. This can either be an object or the string "local". |
|
estimator_config
Required
|
The run-time configuration used by the estimator. |
Keyword-Only Parameters
| Name | Description |
|---|---|
|
compute_target
Required
|
|
|
estimator_config
Required
|
|
Attributes
conda_dependencies
Return the conda dependencies object for this estimator.
Returns
| Type | Description |
|---|---|
|
The conda dependencies. |
run_config
Return a RunConfiguration object for this estimator.
Returns
| Type | Description |
|---|---|
|
The run configuration. |