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aiplatform APIs
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Types for Google Cloud Aiplatform V1 Schema Trainingjob Definition v1 API
Types for Google Cloud Aiplatform V1beta1 Schema Trainingjob Definition v1beta1 API
Types for Google Cloud Aiplatform V1 Schema Predict Instance v1 API
Types for Google Cloud Aiplatform V1beta1 Schema Predict Instance v1beta1 API
Types for Google Cloud Aiplatform V1 Schema Predict Params v1 API
Types for Google Cloud Aiplatform V1beta1 Schema Predict Params v1beta1 API
Types for Google Cloud Aiplatform V1 Schema Predict Prediction v1 API
Types for Google Cloud Aiplatform V1beta1 Schema Predict Prediction v1beta1 API
Google Cloud Aiplatform SDK
aiplatform
Overview
prediction
Overview
DefaultSerializer
Handler
LocalEndpoint
LocalModel
PredictionHandler
Predictor
Serializer
Artifact
AutoMLForecastingTrainingJob
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PrivateEndpoint
Overview
PrivateServiceConnectConfig
SequenceToSequencePlusForecastingTrainingJob
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TemporalFusionTransformerForecastingTrainingJob
Tensorboard
TensorboardExperiment
TensorboardRun
TensorboardTimeSeries
TextDataset
TimeSeriesDataset
TimeSeriesDenseEncoderForecastingTrainingJob
VideoDataset
instance_v1.types
Overview
ImageClassificationPredictionInstance
ImageObjectDetectionPredictionInstance
ImageSegmentationPredictionInstance
TextClassificationPredictionInstance
TextExtractionPredictionInstance
TextSentimentPredictionInstance
VideoActionRecognitionPredictionInstance
VideoClassificationPredictionInstance
VideoObjectTrackingPredictionInstance
params_v1.types
Overview
ImageClassificationPredictionParams
ImageObjectDetectionPredictionParams
ImageSegmentationPredictionParams
VideoActionRecognitionPredictionParams
VideoClassificationPredictionParams
VideoObjectTrackingPredictionParams
prediction_v1.types
Overview
ClassificationPredictionResult
ImageObjectDetectionPredictionResult
ImageSegmentationPredictionResult
TabularClassificationPredictionResult
TabularRegressionPredictionResult
TextExtractionPredictionResult
TextSentimentPredictionResult
VideoActionRecognitionPredictionResult
VideoClassificationPredictionResult
VideoObjectTrackingPredictionResult
Overview
Frame
definition_v1.types
Overview
AutoMlImageClassification
AutoMlImageClassificationInputs
Overview
ModelType
AutoMlImageClassificationMetadata
Overview
SuccessfulStopReason
AutoMlImageObjectDetection
AutoMlImageObjectDetectionInputs
Overview
ModelType
AutoMlImageObjectDetectionMetadata
Overview
SuccessfulStopReason
AutoMlImageSegmentation
AutoMlImageSegmentationInputs
Overview
ModelType
AutoMlImageSegmentationMetadata
Overview
SuccessfulStopReason
AutoMlTables
AutoMlTablesInputs
Overview
Transformation
Overview
AutoTransformation
CategoricalArrayTransformation
CategoricalTransformation
NumericArrayTransformation
NumericTransformation
TextArrayTransformation
TextTransformation
TimestampTransformation
AutoMlTablesMetadata
AutoMlTextClassification
AutoMlTextClassificationInputs
AutoMlTextExtraction
AutoMlTextExtractionInputs
AutoMlTextSentiment
AutoMlTextSentimentInputs
AutoMlVideoActionRecognition
AutoMlVideoActionRecognitionInputs
Overview
ModelType
AutoMlVideoClassification
AutoMlVideoClassificationInputs
Overview
ModelType
AutoMlVideoObjectTracking
AutoMlVideoObjectTrackingInputs
Overview
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
ImageSegmentationPredictionResult
TabularClassificationPredictionResult
TabularRegressionPredictionResult
TextExtractionPredictionResult
TextSentimentPredictionResult
TimeSeriesForecastingPredictionResult
VideoActionRecognitionPredictionResult
VideoClassificationPredictionResult
VideoObjectTrackingPredictionResult
Overview
Frame
definition_v1beta1.types
Overview
AutoMlForecasting
AutoMlForecastingInputs
Overview
Granularity
Transformation
Overview
AutoTransformation
CategoricalTransformation
NumericTransformation
TextTransformation
TimestampTransformation
AutoMlForecastingMetadata
AutoMlImageClassification
AutoMlImageClassificationInputs
Overview
ModelType
AutoMlImageClassificationMetadata
Overview
SuccessfulStopReason
AutoMlImageObjectDetection
AutoMlImageObjectDetectionInputs
Overview
ModelType
AutoMlImageObjectDetectionMetadata
Overview
SuccessfulStopReason
AutoMlImageSegmentation
AutoMlImageSegmentationInputs
Overview
ModelType
AutoMlImageSegmentationMetadata
Overview
SuccessfulStopReason
AutoMlTables
AutoMlTablesInputs
Overview
Transformation
Overview
AutoTransformation
CategoricalArrayTransformation
CategoricalTransformation
NumericArrayTransformation
NumericTransformation
TextArrayTransformation
TextTransformation
TimestampTransformation
AutoMlTablesMetadata
AutoMlTextClassification
AutoMlTextClassificationInputs
AutoMlTextExtraction
AutoMlTextExtractionInputs
AutoMlTextSentiment
AutoMlTextSentimentInputs
AutoMlVideoActionRecognition
AutoMlVideoActionRecognitionInputs
Overview
ModelType
AutoMlVideoClassification
AutoMlVideoClassificationInputs
Overview
ModelType
AutoMlVideoObjectTracking
AutoMlVideoObjectTrackingInputs
Overview
ModelType
ExportEvaluatedDataItemsConfig
ExperimentModel
Aiplatform V1
data_foundry_service
Overview
DataFoundryServiceAsyncClient
DataFoundryServiceClient
dataset_service
Overview
pagers
Overview
ListAnnotationsAsyncPager
ListAnnotationsPager
ListDataItemsAsyncPager
ListDataItemsPager
ListDatasetVersionsAsyncPager
ListDatasetVersionsPager
ListDatasetsAsyncPager
ListDatasetsPager
ListSavedQueriesAsyncPager
ListSavedQueriesPager
SearchDataItemsAsyncPager
SearchDataItemsPager
DatasetServiceAsyncClient
DatasetServiceClient
deployment_resource_pool_service
Overview
pagers
Overview
ListDeploymentResourcePoolsAsyncPager
ListDeploymentResourcePoolsPager
QueryDeployedModelsAsyncPager
QueryDeployedModelsPager
DeploymentResourcePoolServiceAsyncClient
DeploymentResourcePoolServiceClient
endpoint_service
Overview
pagers
Overview
ListEndpointsAsyncPager
ListEndpointsPager
EndpointServiceAsyncClient
EndpointServiceClient
evaluation_service
Overview
EvaluationServiceAsyncClient
EvaluationServiceClient
feature_online_store_admin_service
Overview
pagers
Overview
ListFeatureOnlineStoresAsyncPager
ListFeatureOnlineStoresPager
ListFeatureViewSyncsAsyncPager
ListFeatureViewSyncsPager
ListFeatureViewsAsyncPager
ListFeatureViewsPager
FeatureOnlineStoreAdminServiceAsyncClient
FeatureOnlineStoreAdminServiceClient
feature_online_store_service
Overview
FeatureOnlineStoreServiceAsyncClient
FeatureOnlineStoreServiceClient
feature_registry_service
Overview
pagers
Overview
ListFeatureGroupsAsyncPager
ListFeatureGroupsPager
ListFeaturesAsyncPager
ListFeaturesPager
FeatureRegistryServiceAsyncClient
FeatureRegistryServiceClient
featurestore_online_serving_service
Overview
FeaturestoreOnlineServingServiceAsyncClient
FeaturestoreOnlineServingServiceClient
featurestore_service
Overview
pagers
Overview
ListEntityTypesAsyncPager
ListEntityTypesPager
ListFeaturesAsyncPager
ListFeaturesPager
ListFeaturestoresAsyncPager
ListFeaturestoresPager
SearchFeaturesAsyncPager
SearchFeaturesPager
FeaturestoreServiceAsyncClient
FeaturestoreServiceClient
gen_ai_cache_service
Overview
pagers
Overview
ListCachedContentsAsyncPager
ListCachedContentsPager
GenAiCacheServiceAsyncClient
GenAiCacheServiceClient
gen_ai_tuning_service
Overview
pagers
Overview
ListTuningJobsAsyncPager
ListTuningJobsPager
GenAiTuningServiceAsyncClient
GenAiTuningServiceClient
index_endpoint_service
Overview
pagers
Overview
ListIndexEndpointsAsyncPager
ListIndexEndpointsPager
IndexEndpointServiceAsyncClient
IndexEndpointServiceClient
index_service
Overview
pagers
Overview
ListIndexesAsyncPager
ListIndexesPager
IndexServiceAsyncClient
IndexServiceClient
job_service
Overview
pagers
Overview
ListBatchPredictionJobsAsyncPager
ListBatchPredictionJobsPager
ListCustomJobsAsyncPager
ListCustomJobsPager
ListDataLabelingJobsAsyncPager
ListDataLabelingJobsPager
ListHyperparameterTuningJobsAsyncPager
ListHyperparameterTuningJobsPager
ListModelDeploymentMonitoringJobsAsyncPager
ListModelDeploymentMonitoringJobsPager
ListNasJobsAsyncPager
ListNasJobsPager
ListNasTrialDetailsAsyncPager
ListNasTrialDetailsPager
SearchModelDeploymentMonitoringStatsAnomaliesAsyncPager
SearchModelDeploymentMonitoringStatsAnomaliesPager
JobServiceAsyncClient
JobServiceClient
llm_utility_service
Overview
LlmUtilityServiceAsyncClient
LlmUtilityServiceClient
match_service
Overview
MatchServiceAsyncClient
MatchServiceClient
metadata_service
Overview
pagers
Overview
ListArtifactsAsyncPager
ListArtifactsPager
ListContextsAsyncPager
ListContextsPager
ListExecutionsAsyncPager
ListExecutionsPager
ListMetadataSchemasAsyncPager
ListMetadataSchemasPager
ListMetadataStoresAsyncPager
ListMetadataStoresPager
MetadataServiceAsyncClient
MetadataServiceClient
migration_service
Overview
pagers
Overview
SearchMigratableResourcesAsyncPager
SearchMigratableResourcesPager
MigrationServiceAsyncClient
MigrationServiceClient
model_garden_service
Overview
ModelGardenServiceAsyncClient
ModelGardenServiceClient
model_service
Overview
pagers
Overview
ListModelEvaluationSlicesAsyncPager
ListModelEvaluationSlicesPager
ListModelEvaluationsAsyncPager
ListModelEvaluationsPager
ListModelVersionCheckpointsAsyncPager
ListModelVersionCheckpointsPager
ListModelVersionsAsyncPager
ListModelVersionsPager
ListModelsAsyncPager
ListModelsPager
ModelServiceAsyncClient
ModelServiceClient
notebook_service
Overview
pagers
Overview
ListNotebookExecutionJobsAsyncPager
ListNotebookExecutionJobsPager
ListNotebookRuntimeTemplatesAsyncPager
ListNotebookRuntimeTemplatesPager
ListNotebookRuntimesAsyncPager
ListNotebookRuntimesPager
NotebookServiceAsyncClient
NotebookServiceClient
persistent_resource_service
Overview
pagers
Overview
ListPersistentResourcesAsyncPager
ListPersistentResourcesPager
PersistentResourceServiceAsyncClient
PersistentResourceServiceClient
pipeline_service
Overview
pagers
Overview
ListPipelineJobsAsyncPager
ListPipelineJobsPager
ListTrainingPipelinesAsyncPager
ListTrainingPipelinesPager
PipelineServiceAsyncClient
PipelineServiceClient
prediction_service
Overview
PredictionServiceAsyncClient
PredictionServiceClient
reasoning_engine_execution_service
Overview
ReasoningEngineExecutionServiceAsyncClient
ReasoningEngineExecutionServiceClient
reasoning_engine_service
Overview
pagers
Overview
ListReasoningEnginesAsyncPager
ListReasoningEnginesPager
ReasoningEngineServiceAsyncClient
ReasoningEngineServiceClient
schedule_service
Overview
pagers
Overview
ListSchedulesAsyncPager
ListSchedulesPager
ScheduleServiceAsyncClient
ScheduleServiceClient
specialist_pool_service
Overview
pagers
Overview
ListSpecialistPoolsAsyncPager
ListSpecialistPoolsPager
SpecialistPoolServiceAsyncClient
SpecialistPoolServiceClient
tensorboard_service
Overview
pagers
Overview
ExportTensorboardTimeSeriesDataAsyncPager
ExportTensorboardTimeSeriesDataPager
ListTensorboardExperimentsAsyncPager
ListTensorboardExperimentsPager
ListTensorboardRunsAsyncPager
ListTensorboardRunsPager
ListTensorboardTimeSeriesAsyncPager
ListTensorboardTimeSeriesPager
ListTensorboardsAsyncPager
ListTensorboardsPager
TensorboardServiceAsyncClient
TensorboardServiceClient
vertex_rag_data_service
Overview
pagers
Overview
ListRagCorporaAsyncPager
ListRagCorporaPager
ListRagFilesAsyncPager
ListRagFilesPager
VertexRagDataServiceAsyncClient
VertexRagDataServiceClient
vertex_rag_service
Overview
VertexRagServiceAsyncClient
VertexRagServiceClient
vizier_service
Overview
pagers
Overview
ListStudiesAsyncPager
ListStudiesPager
ListTrialsAsyncPager
ListTrialsPager
VizierServiceAsyncClient
VizierServiceClient
types
Overview
AcceleratorType
ActiveLearningConfig
AddContextArtifactsAndExecutionsRequest
AddContextArtifactsAndExecutionsResponse
AddContextChildrenRequest
AddContextChildrenResponse
AddExecutionEventsRequest
AddExecutionEventsResponse
AddTrialMeasurementRequest
Annotation
Overview
LabelsEntry
AnnotationSpec
ApiAuth
Overview
ApiKeyConfig
Artifact
Overview
LabelsEntry
State
AssignNotebookRuntimeOperationMetadata
AssignNotebookRuntimeRequest
Attribution
AugmentPromptRequest
Overview
Model
AugmentPromptResponse
AutomaticResources
AutoscalingMetricSpec
AvroSource
BatchCancelPipelineJobsOperationMetadata
BatchCancelPipelineJobsRequest
BatchCancelPipelineJobsResponse
BatchCreateFeaturesOperationMetadata
BatchCreateFeaturesRequest
BatchCreateFeaturesResponse
BatchCreateTensorboardRunsRequest
BatchCreateTensorboardRunsResponse
BatchCreateTensorboardTimeSeriesRequest
BatchCreateTensorboardTimeSeriesResponse
BatchDedicatedResources
BatchDeletePipelineJobsRequest
BatchDeletePipelineJobsResponse
BatchImportEvaluatedAnnotationsRequest
BatchImportEvaluatedAnnotationsResponse
BatchImportModelEvaluationSlicesRequest
BatchImportModelEvaluationSlicesResponse
BatchMigrateResourcesOperationMetadata
Overview
PartialResult
BatchMigrateResourcesRequest
BatchMigrateResourcesResponse
BatchPredictionJob
Overview
InputConfig
InstanceConfig
LabelsEntry
OutputConfig
OutputInfo
BatchReadFeatureValuesOperationMetadata
BatchReadFeatureValuesRequest
Overview
EntityTypeSpec
PassThroughField
BatchReadFeatureValuesResponse
BatchReadTensorboardTimeSeriesDataRequest
BatchReadTensorboardTimeSeriesDataResponse
BigQueryDestination
BigQuerySource
BleuInput
BleuInstance
BleuMetricValue
BleuResults
BleuSpec
Blob
BlurBaselineConfig
BoolArray
CachedContent
Overview
UsageMetadata
CancelBatchPredictionJobRequest
CancelCustomJobRequest
CancelDataLabelingJobRequest
CancelHyperparameterTuningJobRequest
CancelNasJobRequest
CancelPipelineJobRequest
CancelTrainingPipelineRequest
CancelTuningJobRequest
Candidate
Overview
FinishReason
CheckTrialEarlyStoppingStateMetatdata
CheckTrialEarlyStoppingStateRequest
CheckTrialEarlyStoppingStateResponse
Checkpoint
Citation
CitationMetadata
Claim
ClientConnectionConfig
CodeExecutionResult
Overview
Outcome
CoherenceInput
CoherenceInstance
CoherenceResult
CoherenceSpec
ColabImage
CometInput
CometInstance
CometResult
CometSpec
Overview
CometVersion
CompleteTrialRequest
CompletionStats
ComputeTokensRequest
ComputeTokensResponse
ContainerRegistryDestination
ContainerSpec
Content
Context
Overview
LabelsEntry
CopyModelOperationMetadata
CopyModelRequest
CopyModelResponse
CorpusStatus
Overview
State
CorroborateContentRequest
Overview
Parameters
CorroborateContentResponse
CountTokensRequest
CountTokensResponse
CreateArtifactRequest
CreateBatchPredictionJobRequest
CreateCachedContentRequest
CreateContextRequest
CreateCustomJobRequest
CreateDataLabelingJobRequest
CreateDatasetOperationMetadata
CreateDatasetRequest
CreateDatasetVersionOperationMetadata
CreateDatasetVersionRequest
CreateDeploymentResourcePoolOperationMetadata
CreateDeploymentResourcePoolRequest
CreateEndpointOperationMetadata
CreateEndpointRequest
CreateEntityTypeOperationMetadata
CreateEntityTypeRequest
CreateExecutionRequest
CreateFeatureGroupOperationMetadata
CreateFeatureGroupRequest
CreateFeatureOnlineStoreOperationMetadata
CreateFeatureOnlineStoreRequest
CreateFeatureOperationMetadata
CreateFeatureRequest
CreateFeatureViewOperationMetadata
CreateFeatureViewRequest
CreateFeaturestoreOperationMetadata
CreateFeaturestoreRequest
CreateHyperparameterTuningJobRequest
CreateIndexEndpointOperationMetadata
CreateIndexEndpointRequest
CreateIndexOperationMetadata
CreateIndexRequest
CreateMetadataSchemaRequest
CreateMetadataStoreOperationMetadata
CreateMetadataStoreRequest
CreateModelDeploymentMonitoringJobRequest
CreateNasJobRequest
CreateNotebookExecutionJobOperationMetadata
CreateNotebookExecutionJobRequest
CreateNotebookRuntimeTemplateOperationMetadata
CreateNotebookRuntimeTemplateRequest
CreatePersistentResourceOperationMetadata
CreatePersistentResourceRequest
CreatePipelineJobRequest
CreateRagCorpusOperationMetadata
CreateRagCorpusRequest
CreateReasoningEngineOperationMetadata
CreateReasoningEngineRequest
CreateRegistryFeatureOperationMetadata
CreateScheduleRequest
CreateSpecialistPoolOperationMetadata
CreateSpecialistPoolRequest
CreateStudyRequest
CreateTensorboardExperimentRequest
CreateTensorboardOperationMetadata
CreateTensorboardRequest
CreateTensorboardRunRequest
CreateTensorboardTimeSeriesRequest
CreateTrainingPipelineRequest
CreateTrialRequest
CreateTuningJobRequest
CsvDestination
CsvSource
CustomJob
Overview
LabelsEntry
WebAccessUrisEntry
CustomJobSpec
DataItem
Overview
LabelsEntry
DataItemView
DataLabelingJob
Overview
AnnotationLabelsEntry
LabelsEntry
Dataset
Overview
LabelsEntry
DatasetVersion
DedicatedResources
DeleteArtifactRequest
DeleteBatchPredictionJobRequest
DeleteCachedContentRequest
DeleteContextRequest
DeleteCustomJobRequest
DeleteDataLabelingJobRequest
DeleteDatasetRequest
DeleteDatasetVersionRequest
DeleteDeploymentResourcePoolRequest
DeleteEndpointRequest
DeleteEntityTypeRequest
DeleteExecutionRequest
DeleteFeatureGroupRequest
DeleteFeatureOnlineStoreRequest
DeleteFeatureRequest
DeleteFeatureValuesOperationMetadata
DeleteFeatureValuesRequest
Overview
SelectEntity
SelectTimeRangeAndFeature
DeleteFeatureValuesResponse
Overview
SelectEntity
SelectTimeRangeAndFeature
DeleteFeatureViewRequest
DeleteFeaturestoreRequest
DeleteHyperparameterTuningJobRequest
DeleteIndexEndpointRequest
DeleteIndexRequest
DeleteMetadataStoreOperationMetadata
DeleteMetadataStoreRequest
DeleteModelDeploymentMonitoringJobRequest
DeleteModelRequest
DeleteModelVersionRequest
DeleteNasJobRequest
DeleteNotebookExecutionJobRequest
DeleteNotebookRuntimeRequest
DeleteNotebookRuntimeTemplateRequest
DeleteOperationMetadata
DeletePersistentResourceRequest
DeletePipelineJobRequest
DeleteRagCorpusRequest
DeleteRagFileRequest
DeleteReasoningEngineRequest
DeleteSavedQueryRequest
DeleteScheduleRequest
DeleteSpecialistPoolRequest
DeleteStudyRequest
DeleteTensorboardExperimentRequest
DeleteTensorboardRequest
DeleteTensorboardRunRequest
DeleteTensorboardTimeSeriesRequest
DeleteTrainingPipelineRequest
DeleteTrialRequest
DeployIndexOperationMetadata
DeployIndexRequest
DeployIndexResponse
DeployModelOperationMetadata
DeployModelRequest
Overview
TrafficSplitEntry
DeployModelResponse
DeployOperationMetadata
DeployRequest
Overview
DeployConfig
Overview
SystemLabelsEntry
EndpointConfig
ModelConfig
DeployResponse
DeployedIndex
DeployedIndexAuthConfig
Overview
AuthProvider
DeployedIndexRef
DeployedModel
Overview
Status
SystemLabelsEntry
DeployedModelRef