ModelProxy class

Definition

Note

This is an experimental class, and may change at any time.
For more information, see https://aka.ms/azuremlexperimental.

Proxy object for AutoML models that enables inference on remote compute.

ModelProxy(child_run, compute_target=None)
Inheritance
builtins.object
ModelProxy

Methods

forecast(X_values: typing.Any, y_values: typing.Union[typing.Any, NoneType] = None) -> typing.Tuple[azureml.data.abstract_dataset.AbstractDataset, azureml.data.abstract_dataset.AbstractDataset]

Note

This is an experimental method, and may change at any time.
For more information, see https://aka.ms/azuremlexperimental.

Submit a job to run forecast on the model for the given values.

predict(values: typing.Any) -> azureml.data.abstract_dataset.AbstractDataset

Note

This is an experimental method, and may change at any time.
For more information, see https://aka.ms/azuremlexperimental.

Submit a job to run predict on the model for the given values.

predict_proba(values: typing.Any) -> azureml.data.abstract_dataset.AbstractDataset

Note

This is an experimental method, and may change at any time.
For more information, see https://aka.ms/azuremlexperimental.

Submit a job to run predict_proba on the model for the given values.

forecast(X_values: typing.Any, y_values: typing.Union[typing.Any, NoneType] = None) -> typing.Tuple[azureml.data.abstract_dataset.AbstractDataset, azureml.data.abstract_dataset.AbstractDataset]

Note

This is an experimental method, and may change at any time.
For more information, see https://aka.ms/azuremlexperimental.

Submit a job to run forecast on the model for the given values.

forecast(X_values: typing.Any, y_values: typing.Union[typing.Any, NoneType] = None) -> typing.Tuple[azureml.data.abstract_dataset.AbstractDataset, azureml.data.abstract_dataset.AbstractDataset]

Parameters

X_values
AbstractDataset or DataFrame or ndarray

Input test data to run forecast on.

y_values
AbstractDataset or DataFrame or ndarray

Input y values to run the forecast on.

Returns

The forecast values.

predict(values: typing.Any) -> azureml.data.abstract_dataset.AbstractDataset

Note

This is an experimental method, and may change at any time.
For more information, see https://aka.ms/azuremlexperimental.

Submit a job to run predict on the model for the given values.

predict(values: typing.Any) -> azureml.data.abstract_dataset.AbstractDataset

Parameters

values
AbstractDataset or DataFrame or ndarray

Input test data to run predict on.

Returns

The predicted values.

predict_proba(values: typing.Any) -> azureml.data.abstract_dataset.AbstractDataset

Note

This is an experimental method, and may change at any time.
For more information, see https://aka.ms/azuremlexperimental.

Submit a job to run predict_proba on the model for the given values.

predict_proba(values: typing.Any) -> azureml.data.abstract_dataset.AbstractDataset

Parameters

values
AbstractDataset or DataFrame or ndarray

Input test data to run predict on.

Returns

The predicted values.