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google-cloud-aiplatform
Overview
Google Cloud Aiplatform SDK
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Aiplatform
aiplatform
Overview
AutoMLForecastingTrainingJob
AutoMLImageTrainingJob
AutoMLTabularTrainingJob
AutoMLTextTrainingJob
AutoMLVideoTrainingJob
BatchPredictionJob
CustomContainerTrainingJob
CustomJob
CustomPythonPackageTrainingJob
CustomTrainingJob
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ImageDataset
Model
PipelineJob
TabularDataset
TextDataset
TimeSeriesDataset
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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
Aiplatform V1
dataset_service
Overview
pagers
Overview
ListAnnotationsAsyncPager
ListAnnotationsPager
ListDataItemsAsyncPager
ListDataItemsPager
ListDatasetsAsyncPager
ListDatasetsPager
endpoint_service
Overview
pagers
Overview
ListEndpointsAsyncPager
ListEndpointsPager
job_service
Overview
pagers
Overview
ListBatchPredictionJobsAsyncPager
ListBatchPredictionJobsPager
ListCustomJobsAsyncPager
ListCustomJobsPager
ListDataLabelingJobsAsyncPager
ListDataLabelingJobsPager
ListHyperparameterTuningJobsAsyncPager
ListHyperparameterTuningJobsPager
JobServiceAsyncClient
JobServiceClient
migration_service
Overview
pagers
Overview
SearchMigratableResourcesAsyncPager
SearchMigratableResourcesPager
MigrationServiceAsyncClient
MigrationServiceClient
model_service
Overview
pagers
Overview
ListModelEvaluationSlicesAsyncPager
ListModelEvaluationSlicesPager
ListModelEvaluationsAsyncPager
ListModelEvaluationsPager
ListModelsAsyncPager
ListModelsPager
ModelServiceAsyncClient
ModelServiceClient
pipeline_service
Overview
pagers
Overview
ListPipelineJobsAsyncPager
ListPipelineJobsPager
ListTrainingPipelinesAsyncPager
ListTrainingPipelinesPager
PipelineServiceAsyncClient
PipelineServiceClient
prediction_service
Overview
PredictionServiceAsyncClient
PredictionServiceClient
specialist_pool_service
Overview
pagers
Overview
ListSpecialistPoolsAsyncPager
ListSpecialistPoolsPager
SpecialistPoolServiceAsyncClient
SpecialistPoolServiceClient
types
Overview
ActiveLearningConfig
Annotation
Overview
LabelsEntry
AnnotationSpec
Artifact
Overview
LabelsEntry
State
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BatchMigrateResourcesOperationMetadata
Overview
PartialResult
BatchMigrateResourcesRequest
BatchMigrateResourcesResponse
BatchPredictionJob
Overview
InputConfig
LabelsEntry
OutputConfig
OutputInfo
BigQueryDestination
BigQuerySource
CancelBatchPredictionJobRequest
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CompletionStats
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Context
Overview
LabelsEntry
CreateBatchPredictionJobRequest
CreateCustomJobRequest
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CreateDatasetOperationMetadata
CreateDatasetRequest
CreateEndpointOperationMetadata
CreateEndpointRequest
CreateHyperparameterTuningJobRequest
CreatePipelineJobRequest
CreateSpecialistPoolOperationMetadata
CreateSpecialistPoolRequest
CreateTrainingPipelineRequest
CustomJob
Overview
LabelsEntry
CustomJobSpec
DataItem
Overview
LabelsEntry
DataLabelingJob
Overview
AnnotationLabelsEntry
LabelsEntry
Dataset
Overview
LabelsEntry
DedicatedResources
DeleteBatchPredictionJobRequest
DeleteCustomJobRequest
DeleteDataLabelingJobRequest
DeleteDatasetRequest
DeleteEndpointRequest
DeleteHyperparameterTuningJobRequest
DeleteModelRequest
DeleteOperationMetadata
DeletePipelineJobRequest
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DeleteTrainingPipelineRequest
DeployModelOperationMetadata
DeployModelRequest
Overview
TrafficSplitEntry
DeployModelResponse
DeployedModel
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Overview
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Overview
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Overview
OutputConfig
ExportModelResponse
FilterSplit
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GenericOperationMetadata
GetAnnotationSpecRequest
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GetDatasetRequest
GetEndpointRequest
GetHyperparameterTuningJobRequest
GetModelEvaluationRequest
GetModelEvaluationSliceRequest
GetModelRequest
GetPipelineJobRequest
GetSpecialistPoolRequest
GetTrainingPipelineRequest
HyperparameterTuningJob
Overview
LabelsEntry
ImportDataConfig
Overview
DataItemLabelsEntry
ImportDataOperationMetadata
ImportDataRequest
ImportDataResponse
InputDataConfig
ListAnnotationsRequest
ListAnnotationsResponse
ListBatchPredictionJobsRequest
ListBatchPredictionJobsResponse
ListCustomJobsRequest
ListCustomJobsResponse
ListDataItemsRequest
ListDataItemsResponse
ListDataLabelingJobsRequest
ListDataLabelingJobsResponse
ListDatasetsRequest
ListDatasetsResponse
ListEndpointsRequest
ListEndpointsResponse
ListHyperparameterTuningJobsRequest
ListHyperparameterTuningJobsResponse
ListModelEvaluationSlicesRequest
ListModelEvaluationSlicesResponse
ListModelEvaluationsRequest
ListModelEvaluationsResponse
ListModelsRequest
ListModelsResponse
ListPipelineJobsRequest
ListPipelineJobsResponse
ListSpecialistPoolsRequest
ListSpecialistPoolsResponse
ListTrainingPipelinesRequest
ListTrainingPipelinesResponse
MachineSpec
ManualBatchTuningParameters
Measurement
Overview
Metric
MigratableResource
Overview
AutomlDataset
AutomlModel
DataLabelingDataset
Overview
DataLabelingAnnotatedDataset
MlEngineModelVersion
MigrateResourceRequest
Overview
MigrateAutomlDatasetConfig
MigrateAutomlModelConfig
MigrateDataLabelingDatasetConfig
Overview
MigrateDataLabelingAnnotatedDatasetConfig
MigrateMlEngineModelVersionConfig
MigrateResourceResponse
Model
Overview
DeploymentResourcesType
ExportFormat
Overview
ExportableContent
LabelsEntry
ModelContainerSpec
ModelEvaluation
ModelEvaluationSlice
Overview
Slice
PipelineJob
Overview
LabelsEntry
RuntimeConfig
Overview
ParametersEntry
PipelineJobDetail
PipelineTaskDetail
Overview
ArtifactList
InputsEntry
OutputsEntry
State
PipelineTaskExecutorDetail
Overview
ContainerDetail
CustomJobDetail
Port
PredefinedSplit
PredictRequest
PredictResponse
PredictSchemata
PythonPackageSpec
ResourcesConsumed
SampleConfig
Overview
SampleStrategy
Scheduling
SearchMigratableResourcesRequest
SearchMigratableResourcesResponse
SpecialistPool
StudySpec
Overview
Algorithm
MeasurementSelectionType
MetricSpec
Overview
GoalType
ObservationNoise
ParameterSpec
Overview
CategoricalValueSpec
ConditionalParameterSpec
Overview
CategoricalValueCondition
DiscreteValueCondition
IntValueCondition
DiscreteValueSpec
DoubleValueSpec
IntegerValueSpec
ScaleType
TimestampSplit
TrainingConfig
TrainingPipeline
Overview
LabelsEntry
Trial
Overview
Parameter
State
UndeployModelOperationMetadata
UndeployModelRequest
Overview
TrafficSplitEntry
UndeployModelResponse
UpdateDatasetRequest
UpdateEndpointRequest
UpdateModelRequest
UpdateSpecialistPoolOperationMetadata
UpdateSpecialistPoolRequest
UploadModelOperationMetadata
UploadModelRequest
UploadModelResponse
UserActionReference
Value
WorkerPoolSpec
Aiplatform V1beta1
dataset_service
Overview
pagers
Overview
ListAnnotationsAsyncPager
ListAnnotationsPager
ListDataItemsAsyncPager
ListDataItemsPager
ListDatasetsAsyncPager
ListDatasetsPager
endpoint_service
Overview
pagers
Overview
ListEndpointsAsyncPager
ListEndpointsPager
featurestore_online_serving_service
Overview
FeaturestoreOnlineServingServiceAsyncClient
FeaturestoreOnlineServingServiceClient
featurestore_service
Overview
pagers
Overview
ListEntityTypesAsyncPager
ListEntityTypesPager
ListFeaturesAsyncPager
ListFeaturesPager
ListFeaturestoresAsyncPager
ListFeaturestoresPager
SearchFeaturesAsyncPager
SearchFeaturesPager
FeaturestoreServiceAsyncClient
FeaturestoreServiceClient
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
SearchModelDeploymentMonitoringStatsAnomaliesAsyncPager
SearchModelDeploymentMonitoringStatsAnomaliesPager
JobServiceAsyncClient
JobServiceClient
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_service
Overview
pagers
Overview
ListModelEvaluationSlicesAsyncPager
ListModelEvaluationSlicesPager
ListModelEvaluationsAsyncPager
ListModelEvaluationsPager
ListModelsAsyncPager
ListModelsPager
ModelServiceAsyncClient
ModelServiceClient
pipeline_service
Overview
pagers
Overview
ListPipelineJobsAsyncPager
ListPipelineJobsPager
ListTrainingPipelinesAsyncPager
ListTrainingPipelinesPager
PipelineServiceAsyncClient
PipelineServiceClient
prediction_service
Overview
PredictionServiceAsyncClient
PredictionServiceClient
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
vizier_service
Overview
pagers
Overview
ListStudiesAsyncPager
ListStudiesPager
ListTrialsAsyncPager
ListTrialsPager
VizierServiceAsyncClient
VizierServiceClient
types
Overview
ActiveLearningConfig
AddContextArtifactsAndExecutionsRequest
AddContextArtifactsAndExecutionsResponse
AddContextChildrenRequest
AddContextChildrenResponse
AddExecutionEventsRequest
AddExecutionEventsResponse
AddTrialMeasurementRequest
Annotation
Overview
LabelsEntry
AnnotationSpec
Artifact
Overview
LabelsEntry
State
Attribution
AutomaticResources
AutoscalingMetricSpec
AvroSource
BatchCreateFeaturesOperationMetadata
BatchCreateFeaturesRequest
BatchCreateFeaturesResponse
BatchDedicatedResources
BatchMigrateResourcesOperationMetadata
Overview
PartialResult
BatchMigrateResourcesRequest
BatchMigrateResourcesResponse
BatchPredictionJob
Overview
InputConfig
LabelsEntry
OutputConfig
OutputInfo
BatchReadFeatureValuesOperationMetadata
BatchReadFeatureValuesRequest
Overview
EntityTypeSpec
BatchReadFeatureValuesResponse
BigQueryDestination
BigQuerySource
BoolArray
CancelBatchPredictionJobRequest
CancelCustomJobRequest
CancelDataLabelingJobRequest
CancelHyperparameterTuningJobRequest
CancelPipelineJobRequest
CancelTrainingPipelineRequest
CheckTrialEarlyStoppingStateMetatdata
CheckTrialEarlyStoppingStateRequest
CheckTrialEarlyStoppingStateResponse
CompleteTrialRequest
CompletionStats
ContainerRegistryDestination
ContainerSpec
Context
Overview
LabelsEntry
CreateArtifactRequest
CreateBatchPredictionJobRequest
CreateContextRequest
CreateCustomJobRequest
CreateDataLabelingJobRequest
CreateDatasetOperationMetadata
CreateDatasetRequest
CreateEndpointOperationMetadata
CreateEndpointRequest
CreateEntityTypeOperationMetadata
CreateEntityTypeRequest
CreateExecutionRequest
CreateFeatureOperationMetadata
CreateFeatureRequest
CreateFeaturestoreOperationMetadata
CreateFeaturestoreRequest
CreateHyperparameterTuningJobRequest
CreateIndexEndpointOperationMetadata
CreateIndexEndpointRequest
CreateIndexOperationMetadata
CreateIndexRequest
CreateMetadataSchemaRequest
CreateMetadataStoreOperationMetadata
CreateMetadataStoreRequest
CreateModelDeploymentMonitoringJobRequest
CreatePipelineJobRequest
CreateSpecialistPoolOperationMetadata
CreateSpecialistPoolRequest
CreateStudyRequest
CreateTensorboardExperimentRequest
CreateTensorboardOperationMetadata
CreateTensorboardRequest
CreateTensorboardRunRequest
CreateTensorboardTimeSeriesRequest
CreateTrainingPipelineRequest
CreateTrialRequest
CsvDestination
CsvSource
CustomJob
Overview
LabelsEntry
CustomJobSpec
DataItem
Overview
LabelsEntry
DataLabelingJob
Overview
AnnotationLabelsEntry
LabelsEntry
Dataset
Overview
LabelsEntry
DedicatedResources
DeleteBatchPredictionJobRequest
DeleteContextRequest
DeleteCustomJobRequest
DeleteDataLabelingJobRequest
DeleteDatasetRequest
DeleteEndpointRequest
DeleteEntityTypeRequest
DeleteFeatureRequest
DeleteFeaturestoreRequest
DeleteHyperparameterTuningJobRequest
DeleteIndexEndpointRequest
DeleteIndexRequest
DeleteMetadataStoreOperationMetadata
DeleteMetadataStoreRequest
DeleteModelDeploymentMonitoringJobRequest
DeleteModelRequest
DeleteOperationMetadata
DeletePipelineJobRequest
DeleteSpecialistPoolRequest
DeleteStudyRequest
DeleteTensorboardExperimentRequest
DeleteTensorboardRequest
DeleteTensorboardRunRequest
DeleteTensorboardTimeSeriesRequest
DeleteTrainingPipelineRequest
DeleteTrialRequest
DeployIndexOperationMetadata
DeployIndexRequest
DeployIndexResponse
DeployModelOperationMetadata
DeployModelRequest
Overview
TrafficSplitEntry
DeployModelResponse
DeployedIndex
DeployedIndexAuthConfig
Overview
AuthProvider
DeployedIndexRef
DeployedModel
DeployedModelRef
DestinationFeatureSetting
DiskSpec
DoubleArray
EncryptionSpec
Endpoint
Overview
LabelsEntry
TrafficSplitEntry
EntityType
Overview
LabelsEntry
EnvVar
Event
Overview
LabelsEntry
Type
Execution
Overview
LabelsEntry
State
ExplainRequest
ExplainResponse
Explanation
ExplanationMetadata
Overview
InputMetadata
Overview
Encoding
FeatureValueDomain
Visualization
Overview
ColorMap
OverlayType
Polarity
Type
InputsEntry
OutputMetadata
OutputsEntry
ExplanationMetadataOverride
Overview
InputMetadataOverride
InputsEntry
ExplanationParameters
ExplanationSpec
ExplanationSpecOverride
ExportDataConfig