TabularEndpoint

class autogluon.cloud.TabularEndpoint(endpoint_name: str, session: Session | None = None)[source]

High-level handle for an AutoGluon-Cloud tabular foundation-model endpoint.

Parameters:

  • endpoint_name – Name of an existing SageMaker endpoint deployed through autogluon.cloud.TabularFoundationModel.deploy().

  • session – boto3.Session used to invoke and delete the endpoint. If None, the default ambient session is used.

Methods

delete_endpoint

Delete the endpoint and its backing model + endpoint config.

predict

Fit the foundation model on train_data and predict data.

predict_proba

Fit the foundation model and return class probabilities.

Attributes

endpoint_name