aws_cdk.aws_sagemaker

Package Overview

AppImageConfigReference
AppReference
CfnApp	Creates a running app for the specified UserProfile.
CfnAppImageConfig	Creates a configuration for running a SageMaker AI image as a KernelGateway app.
CfnAppImageConfigProps
CfnAppProps
CfnCluster	Creates a SageMaker HyperPod cluster.
CfnClusterProps
CfnCodeRepository	Creates a Git repository as a resource in your SageMaker AI account.
CfnCodeRepositoryProps
CfnDataQualityJobDefinition	Creates a definition for a job that monitors data quality and drift.
CfnDataQualityJobDefinitionProps
CfnDevice	The AWS::SageMaker::Device resource is an Amazon SageMaker resource type that allows you to register your Devices against an existing SageMaker Edge Manager DeviceFleet.
CfnDeviceFleet	The AWS::SageMaker::DeviceFleet resource is an Amazon SageMaker resource type that allows you to create a DeviceFleet that manages your SageMaker Edge Manager Devices.
CfnDeviceFleetProps
CfnDeviceProps
CfnDomain	Creates a Domain .
CfnDomainProps
CfnEndpoint	Use the AWS::SageMaker::Endpoint resource to create an endpoint using the specified configuration in the request.
CfnEndpointConfig	The AWS::SageMaker::EndpointConfig resource creates a configuration for an Amazon SageMaker endpoint.
CfnEndpointConfigProps
CfnEndpointProps
CfnFeatureGroup	Create a new FeatureGroup .
CfnFeatureGroupProps
CfnImage	Creates a custom SageMaker AI image.
CfnImageProps
CfnImageVersion	Creates a version of the SageMaker image specified by ImageName .
CfnImageVersionProps
CfnInferenceComponent	Creates an inference component, which is a SageMaker AI hosting object that you can use to deploy a model to an endpoint.
CfnInferenceComponentProps
CfnInferenceExperiment	Creates an inference experiment using the configurations specified in the request.
CfnInferenceExperimentProps
CfnMlflowTrackingServer	Creates an MLflow Tracking Server using a general purpose Amazon S3 bucket as the artifact store.
CfnMlflowTrackingServerProps
CfnModel	The AWS::SageMaker::Model resource to create a model to host at an Amazon SageMaker endpoint.
CfnModelBiasJobDefinition	Creates the definition for a model bias job.
CfnModelBiasJobDefinitionProps
CfnModelCard	Creates an Amazon SageMaker Model Card.
CfnModelCardProps
CfnModelExplainabilityJobDefinition	Creates the definition for a model explainability job.
CfnModelExplainabilityJobDefinitionProps
CfnModelPackage	A container for your trained model that can be deployed for SageMaker inference.
CfnModelPackageGroup	A group of versioned models in the Model Registry.
CfnModelPackageGroupProps
CfnModelPackageProps
CfnModelProps
CfnModelQualityJobDefinition	Creates a definition for a job that monitors model quality and drift.
CfnModelQualityJobDefinitionProps
CfnMonitoringSchedule	The AWS::SageMaker::MonitoringSchedule resource is an Amazon SageMaker resource type that regularly starts SageMaker processing Jobs to monitor the data captured for a SageMaker endpoint.
CfnMonitoringScheduleProps
CfnNotebookInstance	The AWS::SageMaker::NotebookInstance resource creates an Amazon SageMaker notebook instance.
CfnNotebookInstanceLifecycleConfig	The AWS::SageMaker::NotebookInstanceLifecycleConfig resource creates shell scripts that run when you create and/or start a notebook instance.
CfnNotebookInstanceLifecycleConfigProps
CfnNotebookInstanceProps
CfnPartnerApp	The AWS::SageMaker::PartnerApp resource creates an Amazon SageMaker Partner AI App.
CfnPartnerAppProps
CfnPipeline	The AWS::SageMaker::Pipeline resource creates shell scripts that run when you create and/or start a SageMaker Pipeline.
CfnPipelineProps
CfnProcessingJob	An Amazon SageMaker processing job that is used to analyze data and evaluate models.
CfnProcessingJobProps
CfnProject	Creates a machine learning (ML) project that can contain one or more templates that set up an ML pipeline from training to deploying an approved model.
CfnProjectProps
CfnSpace	Creates a private space or a space used for real time collaboration in a domain.
CfnSpaceProps
CfnStudioLifecycleConfig	Creates a new Amazon SageMaker AI Studio Lifecycle Configuration.
CfnStudioLifecycleConfigProps
CfnUserProfile	Creates a user profile.
CfnUserProfileProps
CfnWorkteam	Creates a new work team for labeling your data.
CfnWorkteamProps
ClusterReference
CodeRepositoryReference
DataQualityJobDefinitionReference
DeviceFleetReference
DeviceReference
DomainReference
EndpointConfigReference
EndpointReference
FeatureGroupReference
IAppImageConfigRef	(experimental) Indicates that this resource can be referenced as a AppImageConfig.
IAppRef	(experimental) Indicates that this resource can be referenced as a App.
IClusterRef	(experimental) Indicates that this resource can be referenced as a Cluster.
ICodeRepositoryRef	(experimental) Indicates that this resource can be referenced as a CodeRepository.
IDataQualityJobDefinitionRef	(experimental) Indicates that this resource can be referenced as a DataQualityJobDefinition.
IDeviceFleetRef	(experimental) Indicates that this resource can be referenced as a DeviceFleet.
IDeviceRef	(experimental) Indicates that this resource can be referenced as a Device.
IDomainRef	(experimental) Indicates that this resource can be referenced as a Domain.
IEndpoint	The interface for a SageMaker Endpoint resource.
IEndpointConfigRef	(experimental) Indicates that this resource can be referenced as a EndpointConfig.
IEndpointRef	(experimental) Indicates that this resource can be referenced as a Endpoint.
IFeatureGroupRef	(experimental) Indicates that this resource can be referenced as a FeatureGroup.
IImageRef	(experimental) Indicates that this resource can be referenced as a Image.
IImageVersionRef	(experimental) Indicates that this resource can be referenced as a ImageVersion.
IInferenceComponentRef	(experimental) Indicates that this resource can be referenced as a InferenceComponent.
IInferenceExperimentRef	(experimental) Indicates that this resource can be referenced as a InferenceExperiment.
IMlflowTrackingServerRef	(experimental) Indicates that this resource can be referenced as a MlflowTrackingServer.
IModelBiasJobDefinitionRef	(experimental) Indicates that this resource can be referenced as a ModelBiasJobDefinition.
IModelCardRef	(experimental) Indicates that this resource can be referenced as a ModelCard.
IModelExplainabilityJobDefinitionRef	(experimental) Indicates that this resource can be referenced as a ModelExplainabilityJobDefinition.
IModelPackageGroupRef	(experimental) Indicates that this resource can be referenced as a ModelPackageGroup.
IModelPackageRef	(experimental) Indicates that this resource can be referenced as a ModelPackage.
IModelQualityJobDefinitionRef	(experimental) Indicates that this resource can be referenced as a ModelQualityJobDefinition.
IModelRef	(experimental) Indicates that this resource can be referenced as a Model.
IMonitoringScheduleRef	(experimental) Indicates that this resource can be referenced as a MonitoringSchedule.
INotebookInstanceLifecycleConfigRef	(experimental) Indicates that this resource can be referenced as a NotebookInstanceLifecycleConfig.
INotebookInstanceRef	(experimental) Indicates that this resource can be referenced as a NotebookInstance.
IPartnerAppRef	(experimental) Indicates that this resource can be referenced as a PartnerApp.
IPipeline	The interface for a SageMaker Pipeline resource.
IPipelineRef	(experimental) Indicates that this resource can be referenced as a Pipeline.
IProcessingJobRef	(experimental) Indicates that this resource can be referenced as a ProcessingJob.
IProjectRef	(experimental) Indicates that this resource can be referenced as a Project.
ISpaceRef	(experimental) Indicates that this resource can be referenced as a Space.
IStudioLifecycleConfigRef	(experimental) Indicates that this resource can be referenced as a StudioLifecycleConfig.
IUserProfileRef	(experimental) Indicates that this resource can be referenced as a UserProfile.
IWorkteamRef	(experimental) Indicates that this resource can be referenced as a Workteam.
ImageReference
ImageVersionReference
InferenceComponentReference
InferenceExperimentReference
MlflowTrackingServerReference
ModelBiasJobDefinitionReference
ModelCardReference
ModelExplainabilityJobDefinitionReference
ModelPackageGroupReference
ModelPackageReference
ModelQualityJobDefinitionReference
ModelReference
MonitoringScheduleReference
NotebookInstanceLifecycleConfigReference
NotebookInstanceReference
PartnerAppReference
PipelineReference
ProcessingJobReference
ProjectReference
SpaceReference
StudioLifecycleConfigReference
UserProfileReference
WorkteamReference