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Types for Google Cloud Aiplatform V1 Schema Trainingjob Definition v1 API
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prediction
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instance_v1.types
Overview
ImageClassificationPredictionInstance
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params_v1.types
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ImageClassificationPredictionParams
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prediction_v1.types
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ClassificationPredictionResult
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Frame
definition_v1.types
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AutoMlImageClassification
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ModelType
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ModelType
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ModelType
ExportEvaluatedDataItemsConfig
instance_v1beta1.types
Overview
ImageClassificationPredictionInstance
ImageObjectDetectionPredictionInstance
ImageSegmentationPredictionInstance
TextClassificationPredictionInstance
TextExtractionPredictionInstance
TextSentimentPredictionInstance
VideoActionRecognitionPredictionInstance
VideoClassificationPredictionInstance
VideoObjectTrackingPredictionInstance
params_v1beta1.types
Overview
ImageClassificationPredictionParams
ImageObjectDetectionPredictionParams
ImageSegmentationPredictionParams
VideoActionRecognitionPredictionParams
VideoClassificationPredictionParams
VideoObjectTrackingPredictionParams
prediction_v1beta1.types
Overview
ClassificationPredictionResult
ImageObjectDetectionPredictionResult
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Overview
Frame
definition_v1beta1.types
Overview
AutoMlForecasting
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Granularity
Transformation
Overview
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ModelType
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Overview
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ModelType
AutoMlImageObjectDetectionMetadata
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SuccessfulStopReason
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ModelType
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SuccessfulStopReason
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Overview
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Overview
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ModelType
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ExperimentModel
Aiplatform V1
dataset_service
Overview
pagers
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DatasetServiceAsyncClient
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deployment_resource_pool_service
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pagers
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ListDeploymentResourcePoolsAsyncPager
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endpoint_service
Overview
pagers
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evaluation_service
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EvaluationServiceAsyncClient
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feature_online_store_admin_service
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pagers
Overview
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feature_online_store_service
Overview
FeatureOnlineStoreServiceAsyncClient
FeatureOnlineStoreServiceClient
feature_registry_service
Overview
pagers
Overview
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featurestore_online_serving_service
Overview
FeaturestoreOnlineServingServiceAsyncClient
FeaturestoreOnlineServingServiceClient
featurestore_service
Overview
pagers
Overview
ListEntityTypesAsyncPager
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gen_ai_tuning_service
Overview
pagers
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index_endpoint_service
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pagers
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IndexEndpointServiceAsyncClient
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index_service
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pagers
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job_service
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pagers
Overview
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JobServiceAsyncClient
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llm_utility_service
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match_service
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MatchServiceAsyncClient
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metadata_service
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pagers
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migration_service
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pagers
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model_garden_service
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ModelGardenServiceClient
model_service
Overview
pagers
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ModelServiceAsyncClient
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notebook_service
Overview
pagers
Overview
ListNotebookExecutionJobsAsyncPager
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NotebookServiceAsyncClient
NotebookServiceClient
persistent_resource_service
Overview
pagers
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ListPersistentResourcesAsyncPager
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PersistentResourceServiceAsyncClient
PersistentResourceServiceClient
pipeline_service
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pagers
Overview
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PipelineServiceAsyncClient
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prediction_service
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PredictionServiceAsyncClient
PredictionServiceClient
schedule_service
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pagers
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ListSchedulesAsyncPager
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ScheduleServiceAsyncClient
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specialist_pool_service
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pagers
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ListSpecialistPoolsAsyncPager
ListSpecialistPoolsPager
SpecialistPoolServiceAsyncClient
SpecialistPoolServiceClient
tensorboard_service
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pagers
Overview
ExportTensorboardTimeSeriesDataAsyncPager
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ListTensorboardExperimentsAsyncPager
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TensorboardServiceAsyncClient
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vizier_service
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pagers
Overview
ListStudiesAsyncPager
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VizierServiceAsyncClient
VizierServiceClient
types
Overview
AcceleratorType
ActiveLearningConfig
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BatchCreateTensorboardTimeSeriesResponse
BatchDedicatedResources
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BatchImportEvaluatedAnnotationsRequest
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BatchMigrateResourcesOperationMetadata
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BatchPredictionJob
Overview
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LabelsEntry
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Overview
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BigQueryDestination
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BoolArray
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CreateFeatureOnlineStoreRequest
CreateFeatureOperationMetadata
CreateFeatureRequest
CreateFeatureViewOperationMetadata
CreateFeatureViewRequest
CreateFeaturestoreOperationMetadata
CreateFeaturestoreRequest
CreateHyperparameterTuningJobRequest
CreateIndexEndpointOperationMetadata
CreateIndexEndpointRequest
CreateIndexOperationMetadata
CreateIndexRequest
CreateMetadataSchemaRequest
CreateMetadataStoreOperationMetadata
CreateMetadataStoreRequest
CreateModelDeploymentMonitoringJobRequest
CreateNasJobRequest
CreateNotebookExecutionJobOperationMetadata
CreateNotebookExecutionJobRequest
CreateNotebookRuntimeTemplateOperationMetadata
CreateNotebookRuntimeTemplateRequest
CreatePersistentResourceOperationMetadata
CreatePersistentResourceRequest
CreatePipelineJobRequest
CreateRegistryFeatureOperationMetadata
CreateScheduleRequest
CreateSpecialistPoolOperationMetadata
CreateSpecialistPoolRequest
CreateStudyRequest
CreateTensorboardExperimentRequest
CreateTensorboardOperationMetadata
CreateTensorboardRequest
CreateTensorboardRunRequest
CreateTensorboardTimeSeriesRequest
CreateTrainingPipelineRequest
CreateTrialRequest
CreateTuningJobRequest
CsvDestination
CsvSource
CustomJob
Overview
LabelsEntry
WebAccessUrisEntry
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DataItem
Overview
LabelsEntry
DataItemView
DataLabelingJob
Overview
AnnotationLabelsEntry
LabelsEntry
Dataset
Overview
LabelsEntry
DatasetVersion
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DeleteArtifactRequest
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DeleteContextRequest
DeleteCustomJobRequest
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DeleteDatasetRequest
DeleteDatasetVersionRequest
DeleteDeploymentResourcePoolRequest
DeleteEndpointRequest
DeleteEntityTypeRequest
DeleteExecutionRequest
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DeleteFeatureValuesOperationMetadata
DeleteFeatureValuesRequest
Overview
SelectEntity
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DeleteFeatureValuesResponse
Overview
SelectEntity
SelectTimeRangeAndFeature
DeleteFeatureViewRequest
DeleteFeaturestoreRequest
DeleteHyperparameterTuningJobRequest
DeleteIndexEndpointRequest
DeleteIndexRequest
DeleteMetadataStoreOperationMetadata
DeleteMetadataStoreRequest
DeleteModelDeploymentMonitoringJobRequest
DeleteModelRequest
DeleteModelVersionRequest
DeleteNasJobRequest
DeleteNotebookExecutionJobRequest
DeleteNotebookRuntimeRequest
DeleteNotebookRuntimeTemplateRequest
DeleteOperationMetadata
DeletePersistentResourceRequest
DeletePipelineJobRequest
DeleteSavedQueryRequest
DeleteScheduleRequest
DeleteSpecialistPoolRequest
DeleteStudyRequest
DeleteTensorboardExperimentRequest
DeleteTensorboardRequest
DeleteTensorboardRunRequest
DeleteTensorboardTimeSeriesRequest
DeleteTrainingPipelineRequest
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DeployIndexOperationMetadata
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Overview
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Overview
AuthProvider
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DiskSpec
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Endpoint
Overview
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Overview
LabelsEntry
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Overview
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Overview
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Overview
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Examples
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Overview
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Overview
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Overview
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Overview
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Overview
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Overview
InputMetadataOverride
InputsEntry
ExplanationParameters
ExplanationSpec
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ExportDataConfig
Overview
ExportUse
ExportDataOperationMetadata
ExportDataRequest
ExportDataResponse
ExportFeatureValuesOperationMetadata
ExportFeatureValuesRequest
Overview
FullExport
SnapshotExport
ExportFeatureValuesResponse
ExportFilterSplit
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ExportModelOperationMetadata
Overview
OutputInfo
ExportModelRequest
Overview
OutputConfig
ExportModelResponse
ExportTensorboardTimeSeriesDataRequest
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Feature
Overview
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Overview
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Overview
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Overview
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Overview
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FeatureOnlineStore
Overview
Bigtable
Overview
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LabelsEntry
Optimized
State
FeatureSelector
FeatureStatsAnomaly
FeatureValue
Overview
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Overview
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Overview
FeatureGroup
IndexConfig
Overview
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TreeAHConfig
LabelsEntry
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FeatureViewDataKey
Overview
CompositeKey
FeatureViewSync
Overview
SyncSummary
Featurestore
Overview
LabelsEntry
OnlineServingConfig
Overview
Scaling
State
FeaturestoreMonitoringConfig
Overview
ImportFeaturesAnalysis
Overview
Baseline
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SnapshotAnalysis
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FetchFeatureValuesResponse
Overview
FeatureNameValuePairList
Overview
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Overview
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FunctionCall
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Overview
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GcsDestination
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Overview
PromptFeedback
Overview
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UsageMetadata
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Overview
RoutingConfig
Overview
AutoRoutingMode
Overview
ModelRoutingPreference
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GenericOperationMetadata
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GetAnnotationSpecRequest
GetArtifactRequest
GetBatchPredictionJobRequest
GetContextRequest
GetCustomJobRequest
GetDataLabelingJobRequest
GetDatasetRequest
GetDatasetVersionRequest
GetDeploymentResourcePoolRequest
GetEndpointRequest
GetEntityTypeRequest
GetExecutionRequest
GetFeatureGroupRequest
GetFeatureOnlineStoreRequest
GetFeatureRequest
GetFeatureViewRequest
GetFeatureViewSyncRequest
GetFeaturestoreRequest
GetHyperparameterTuningJobRequest
GetIndexEndpointRequest
GetIndexRequest
GetMetadataSchemaRequest
GetMetadataStoreRequest
GetModelDeploymentMonitoringJobRequest
GetModelEvaluationRequest
GetModelEvaluationSliceRequest
GetModelRequest
GetNasJobRequest
GetNasTrialDetailRequest
GetNotebookExecutionJobRequest
GetNotebookRuntimeRequest
GetNotebookRuntimeTemplateRequest
GetPersistentResourceRequest
GetPipelineJobRequest
GetPublisherModelRequest
GetScheduleRequest
GetSpecialistPoolRequest
GetStudyRequest
GetTensorboardExperimentRequest
GetTensorboardRequest
GetTensorboardRunRequest
GetTensorboardTimeSeriesRequest
GetTrainingPipelineRequest
GetTrialRequest
GetTuningJobRequest
GoogleSearchRetrieval
GroundednessInput
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GroundednessSpec
GroundingChunk
Overview
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Web
GroundingMetadata
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Overview
LabelsEntry
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ImportDataConfig
Overview
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ImportDataOperationMetadata
ImportDataRequest
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ImportFeatureValuesOperationMetadata
ImportFeatureValuesRequest
Overview
FeatureSpec
ImportFeatureValuesResponse
ImportModelEvaluationRequest
Index
Overview
IndexUpdateMethod
LabelsEntry
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Overview
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Overview
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IndexEndpoint
Overview
LabelsEntry
IndexPrivateEndpoints
IndexStats
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ListAnnotationsRequest
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ListArtifactsResponse
ListBatchPredictionJobsRequest
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ListContextsRequest
ListContextsResponse
ListCustomJobsRequest
ListCustomJobsResponse
ListDataItemsRequest
ListDataItemsResponse
ListDataLabelingJobsRequest
ListDataLabelingJobsResponse
ListDatasetVersionsRequest
ListDatasetVersionsResponse
ListDatasetsRequest
ListDatasetsResponse
ListDeploymentResourcePoolsRequest
ListDeploymentResourcePoolsResponse
ListEndpointsRequest
ListEndpointsResponse
ListEntityTypesRequest
ListEntityTypesResponse
ListExecutionsRequest
ListExecutionsResponse
ListFeatureGroupsRequest
ListFeatureGroupsResponse
ListFeatureOnlineStoresRequest
ListFeatureOnlineStoresResponse
ListFeatureViewSyncsRequest
ListFeatureViewSyncsResponse
ListFeatureViewsRequest
ListFeatureViewsResponse
ListFeaturesRequest
ListFeaturesResponse
ListFeaturestoresRequest
ListFeaturestoresResponse
ListHyperparameterTuningJobsRequest
ListHyperparameterTuningJobsResponse
ListIndexEndpointsRequest
ListIndexEndpointsResponse
ListIndexesRequest
ListIndexesResponse
ListMetadataSchemasRequest
ListMetadataSchemasResponse
ListMetadataStoresRequest
ListMetadataStoresResponse
ListModelDeploymentMonitoringJobsRequest
ListModelDeploymentMonitoringJobsResponse
ListModelEvaluationSlicesRequest
ListModelEvaluationSlicesResponse
ListModelEvaluationsRequest
ListModelEvaluationsResponse
ListModelVersionsRequest
ListModelVersionsResponse
ListModelsRequest
ListModelsResponse
ListNasJobsRequest
ListNasJobsResponse
ListNasTrialDetailsRequest
ListNasTrialDetailsResponse
ListNotebookExecutionJobsRequest
ListNotebookExecutionJobsResponse
ListNotebookRuntimeTemplatesRequest
ListNotebookRuntimeTemplatesResponse
ListNotebookRuntimesRequest
ListNotebookRuntimesResponse
ListOptimalTrialsRequest
ListOptimalTrialsResponse
ListPersistentResourcesRequest
ListPersistentResourcesResponse
ListPipelineJobsRequest
ListPipelineJobsResponse
ListSavedQueriesRequest
ListSavedQueriesResponse
ListSchedulesRequest
ListSchedulesResponse
ListSpecialistPoolsRequest
ListSpecialistPoolsResponse
ListStudiesRequest
ListStudiesResponse
ListTensorboardExperimentsRequest
ListTensorboardExperimentsResponse
ListTensorboardRunsRequest
ListTensorboardRunsResponse
ListTensorboardTimeSeriesRequest
ListTensorboardTimeSeriesResponse
ListTensorboardsRequest
ListTensorboardsResponse
ListTrainingPipelinesRequest
ListTrainingPipelinesResponse
ListTrialsRequest
ListTrialsResponse
ListTuningJobsRequest
ListTuningJobsResponse
LookupStudyRequest
MachineSpec
ManualBatchTuningParameters
Measurement
Overview
Metric
MergeVersionAliasesRequest
MetadataSchema
Overview
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DataplexConfig
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AutomlDataset
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Overview
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MigrateDataLabelingAnnotatedDatasetConfig
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Model
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LabelsEntry
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Overview
LabelsEntry
LatestMonitoringPipelineMetadata
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ModelDeploymentMonitoringObjectiveConfig
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ModelDeploymentMonitoringScheduleConfig
ModelEvaluation
Overview
ModelEvaluationExplanationSpec
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Overview
Slice
Overview
SliceSpec
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Range
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Value
ModelExplanation
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EmailAlertConfig
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ExplanationConfig
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ExplanationBaseline
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PredictionFormat
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AttributionScoreDriftThresholdsEntry
DriftThresholdsEntry
TrainingDataset
TrainingPredictionSkewDetectionConfig
Overview
AttributionScoreSkewThresholdsEntry
SkewThresholdsEntry
ModelMonitoringStatsAnomalies
Overview
FeatureHistoricStatsAnomalies
ModelSourceInfo
Overview
ModelSourceType
MutateDeployedIndexOperationMetadata
MutateDeployedIndexRequest
MutateDeployedIndexResponse
MutateDeployedModelOperationMetadata
MutateDeployedModelRequest
MutateDeployedModelResponse
NasJob
Overview
LabelsEntry
NasJobOutput
Overview
MultiTrialJobOutput
NasJobSpec
Overview
MultiTrialAlgorithmSpec
Overview
MetricSpec
Overview
GoalType
MultiTrialAlgorithm
SearchTrialSpec
TrainTrialSpec
NasTrial
Overview
State
NasTrialDetail
NearestNeighborQuery
Overview
Embedding
NumericFilter
Overview
Operator
Parameters
StringFilter
NearestNeighborSearchOperationMetadata
Overview
ContentValidationStats
RecordError
Overview
RecordErrorType
NearestNeighbors
Overview
Neighbor
Neighbor
NetworkSpec
NfsMount
NotebookEucConfig
NotebookExecutionJob
Overview
DataformRepositorySource
DirectNotebookSource
GcsNotebookSource
LabelsEntry
NotebookExecutionJobView
NotebookIdleShutdownConfig
NotebookRuntime
Overview
HealthState
LabelsEntry
RuntimeState
NotebookRuntimeTemplate
Overview
LabelsEntry
NotebookRuntimeTemplateRef
NotebookRuntimeType
PairwiseChoice
PairwiseMetricInput
PairwiseMetricInstance
PairwiseMetricResult
PairwiseMetricSpec
PairwiseQuestionAnsweringQualityInput
PairwiseQuestionAnsweringQualityInstance
PairwiseQuestionAnsweringQualityResult
PairwiseQuestionAnsweringQualitySpec
PairwiseSummarizationQualityInput
PairwiseSummarizationQualityInstance
PairwiseSummarizationQualityResult
PairwiseSummarizationQualitySpec
Part
PauseModelDeploymentMonitoringJobRequest
PauseScheduleRequest
PersistentDiskSpec
PersistentResource
Overview
LabelsEntry
State
PipelineFailurePolicy
PipelineJob
Overview
LabelsEntry
RuntimeConfig
Overview
InputArtifact
InputArtifactsEntry
ParameterValuesEntry
ParametersEntry
PipelineJobDetail
PipelineState
PipelineTaskDetail
Overview
ArtifactList
InputsEntry
OutputsEntry
PipelineTaskStatus
State
PipelineTaskExecutorDetail
Overview
ContainerDetail
CustomJobDetail
PipelineTemplateMetadata
PointwiseMetricInput
PointwiseMetricInstance
PointwiseMetricResult
PointwiseMetricSpec
Port
PredefinedSplit
PredictRequest
PredictRequestResponseLoggingConfig
PredictResponse
PredictSchemata
Presets
Overview
Modality
Query
PrivateEndpoints
PrivateServiceConnectConfig
Probe
Overview
ExecAction
PscAutomatedEndpoints
PublisherModel
Overview
CallToAction
Overview
Deploy
Overview
DeployMetadata
Overview
LabelsEntry
DeployGke
OpenFineTuningPipelines
OpenNotebooks
RegionalResourceReferences
Overview
ReferencesEntry
ViewRestApi
Documentation
LaunchStage
OpenSourceCategory
ResourceReference
VersionState
PublisherModelView
PurgeArtifactsMetadata
PurgeArtifactsRequest
PurgeArtifactsResponse
PurgeContextsMetadata
PurgeContextsRequest
PurgeContextsResponse
PurgeExecutionsMetadata
PurgeExecutionsRequest
PurgeExecutionsResponse
PythonPackageSpec
QueryArtifactLineageSubgraphRequest
QueryContextLineageSubgraphRequest
QueryDeployedModelsRequest
QueryDeployedModelsResponse
QueryExecutionInputsAndOutputsRequest
QuestionAnsweringCorrectnessInput
QuestionAnsweringCorrectnessInstance
QuestionAnsweringCorrectnessResult
QuestionAnsweringCorrectnessSpec
QuestionAnsweringHelpfulnessInput
QuestionAnsweringHelpfulnessInstance
QuestionAnsweringHelpfulnessResult
QuestionAnsweringHelpfulnessSpec
QuestionAnsweringQualityInput
QuestionAnsweringQualityInstance
QuestionAnsweringQualityResult
QuestionAnsweringQualitySpec
QuestionAnsweringRelevanceInput
QuestionAnsweringRelevanceInstance
QuestionAnsweringRelevanceResult
QuestionAnsweringRelevanceSpec
RawPredictRequest
RayLogsSpec
RayMetricSpec
RaySpec
Overview
ResourcePoolImagesEntry
ReadFeatureValuesRequest
ReadFeatureValuesResponse
Overview
EntityView
Overview
Data
FeatureDescriptor
Header
ReadIndexDatapointsRequest
ReadIndexDatapointsResponse
ReadTensorboardBlobDataRequest
ReadTensorboardBlobDataResponse
ReadTensorboardSizeRequest
ReadTensorboardSizeResponse
ReadTensorboardTimeSeriesDataRequest
ReadTensorboardTimeSeriesDataResponse
ReadTensorboardUsageRequest
ReadTensorboardUsageResponse
Overview
MonthlyUsageDataEntry
PerMonthUsageData
PerUserUsageData
RebootPersistentResourceOperationMetadata
RebootPersistentResourceRequest
RemoveContextChildrenRequest
RemoveContextChildrenResponse
RemoveDatapointsRequest
RemoveDatapointsResponse
ReservationAffinity
Overview
Type
ResourcePool
Overview
AutoscalingSpec
ResourceRuntime
Overview
AccessUrisEntry
ResourceRuntimeSpec
ResourcesConsumed
RestoreDatasetVersionOperationMetadata
RestoreDatasetVersionRequest
ResumeModelDeploymentMonitoringJobRequest
ResumeScheduleRequest
Retrieval
RougeInput
RougeInstance
RougeMetricValue
RougeResults
RougeSpec
SafetyInput
SafetyInstance
SafetyRating
Overview
HarmProbability
HarmSeverity
SafetyResult
SafetySetting
Overview
HarmBlockMethod
HarmBlockThreshold
SafetySpec
SampleConfig
Overview
SampleStrategy
SampledShapleyAttribution
SamplingStrategy
Overview
RandomSampleConfig
SavedQuery
Scalar
Schedule
Overview
RunResponse
State