TrainingSettings Class

TrainingSettings class for Azure Machine Learning.

TrainingSettings class for Azure Machine Learning.

Inheritance

azure.ai.ml.entities._mixins.RestTranslatableMixin

TrainingSettings

Constructor

TrainingSettings(*, enable_onnx_compatible_models: bool | None = None, enable_dnn_training: bool | None = None, enable_model_explainability: bool | None = None, enable_stack_ensemble: bool | None = None, enable_vote_ensemble: bool | None = None, stack_ensemble_settings: StackEnsembleSettings | None = None, ensemble_model_download_timeout: int | None = None, allowed_training_algorithms: List[str] | None = None, blocked_training_algorithms: List[str] | None = None, training_mode: str | TrainingMode | None = None)

Parameters

Name	Description
enable_onnx_compatible_models Required	Optional[bool] If set to True, the model will be trained to be compatible with ONNX
enable_dnn_training Required	Optional[bool] If set to True,the model will use DNN training
enable_model_explainability Required	Optional[bool] If set to True, the model will be trained to be explainable
enable_stack_ensemble Required	Optional[bool] If set to True, a final ensemble model will be created using a stack of models
enable_vote_ensemble Required	Optional[bool] If set to True, a final ensemble model will be created using a voting ensemble
stack_ensemble_settings Required	Optional[StackEnsembleSettings] Settings for stack ensemble
ensemble_model_download_timeout Required	Optional[List[int]] Timeout for downloading ensemble models
allowed_training_algorithms Required	Optional[List[str]] Models to train
blocked_training_algorithms Required	Optional[List[str]] Models that will not be considered for training
training_mode Required	Optional[Union[str, TabularTrainingMode]] [Experimental] The training mode to use. The possible values are- distributed- enables distributed training for supported algorithms. non_distributed- disables distributed training. auto- Currently, it is same as non_distributed. In future, this might change. Note: This parameter is in public preview and may change in future.

Keyword-Only Parameters

Name	Description
enable_onnx_compatible_models Required
enable_dnn_training Required
enable_model_explainability Required
enable_stack_ensemble Required
enable_vote_ensemble Required
stack_ensemble_settings Required
ensemble_model_download_timeout Required
allowed_training_algorithms Required
blocked_training_algorithms Required
training_mode Required

Attributes

allowed_training_algorithms

blocked_training_algorithms

training_mode