Share via

ManyModelsTrainParameters Class

  • Reference

Parameters used for ManyModels train pipeline.

Inheritance
azureml.train.automl.runtime._solution_accelorators.data_models.pipeline_parameters.TrainPipelineParameters
ManyModelsTrainParameters

Constructor

ManyModelsTrainParameters(automl_settings: AutoMLConfig | Dict[str, Any], partition_column_names: str)

Parameters

Name Description
automl_settings
Required
AutoMLConfig or dict

The dict containing automl settings or AutoMLConfig object.
partition_column_names
Required
str

The names of columns used to group your models. For timeseries, the groups must not split up individual time-series. That is, each group must contain one or more whole time-series.

Methods

validate

Validates the supplied parameters.

validate

Validates the supplied parameters.

validate(run_invocation_timeout)

Parameters

Name Description
run_invocation_timeout
Required
int

Specifies timeout for each AutoML run.

Attributes

PARTITION_COLUMN_NAMES_KEY 

PARTITION_COLUMN_NAMES_KEY = 'partition_column_names'