Package com.google.api.services.ml.v1.model

Class Summary

Class	Description
GoogleApiHttpBody	Message that represents an arbitrary HTTP body.
GoogleCloudMlV1AcceleratorConfig	Represents a hardware accelerator request config.
GoogleCloudMlV1AddTrialMeasurementRequest	The request message for the AddTrialMeasurement service method.
GoogleCloudMlV1AutomatedStoppingConfig	Configuration for Automated Early Stopping of Trials.
GoogleCloudMlV1AutomatedStoppingConfigDecayCurveAutomatedStoppingConfig	Model definition for GoogleCloudMlV1AutomatedStoppingConfigDecayCurveAutomatedStoppingConfig.
GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig	The median automated stopping rule stops a pending trial if the trial's best objective_value is strictly below the median 'performance' of all completed trials reported up to the trial's last measurement.
GoogleCloudMlV1AutoScaling	Options for automatically scaling a model.
GoogleCloudMlV1BuiltInAlgorithmOutput	Represents output related to a built-in algorithm Job.
GoogleCloudMlV1CancelJobRequest	Request message for the CancelJob method.
GoogleCloudMlV1Capability	Model definition for GoogleCloudMlV1Capability.
GoogleCloudMlV1CheckTrialEarlyStoppingStateMetatdata	This message will be placed in the metadata field of a google.longrunning.Operation associated with a CheckTrialEarlyStoppingState request.
GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest	The request message for the CheckTrialEarlyStoppingState service method.
GoogleCloudMlV1CheckTrialEarlyStoppingStateResponse	The message will be placed in the response field of a completed google.longrunning.Operation associated with a CheckTrialEarlyStoppingState request.
GoogleCloudMlV1CompleteTrialRequest	The request message for the CompleteTrial service method.
GoogleCloudMlV1Config	Model definition for GoogleCloudMlV1Config.
GoogleCloudMlV1ContainerPort	Represents a network port in a single container.
GoogleCloudMlV1ContainerSpec	Specification of a custom container for serving predictions.
GoogleCloudMlV1DiskConfig	Represents the config of disk options.
GoogleCloudMlV1EncryptionConfig	Represents a custom encryption key configuration that can be applied to a resource.
GoogleCloudMlV1EnvVar	Represents an environment variable to be made available in a container.
GoogleCloudMlV1ExplainRequest	Request for explanations to be issued against a trained model.
GoogleCloudMlV1ExplanationConfig	Message holding configuration options for explaining model predictions.
GoogleCloudMlV1GetConfigResponse	Returns service account information associated with a project.
GoogleCloudMlV1HyperparameterOutput	Represents the result of a single hyperparameter tuning trial from a training job.
GoogleCloudMlV1HyperparameterOutputHyperparameterMetric	An observed value of a metric.
GoogleCloudMlV1HyperparameterSpec	Represents a set of hyperparameters to optimize.
GoogleCloudMlV1IntegratedGradientsAttribution	Attributes credit by computing the Aumann-Shapley value taking advantage of the model's fully differentiable structure.
GoogleCloudMlV1Job	Represents a training or prediction job.
GoogleCloudMlV1ListJobsResponse	Response message for the ListJobs method.
GoogleCloudMlV1ListLocationsResponse	Model definition for GoogleCloudMlV1ListLocationsResponse.
GoogleCloudMlV1ListModelsResponse	Response message for the ListModels method.
GoogleCloudMlV1ListOptimalTrialsRequest	The request message for the ListTrials service method.
GoogleCloudMlV1ListOptimalTrialsResponse	The response message for the ListOptimalTrials method.
GoogleCloudMlV1ListStudiesResponse	Model definition for GoogleCloudMlV1ListStudiesResponse.
GoogleCloudMlV1ListTrialsResponse	The response message for the ListTrials method.
GoogleCloudMlV1ListVersionsResponse	Response message for the ListVersions method.
GoogleCloudMlV1Location	Model definition for GoogleCloudMlV1Location.
GoogleCloudMlV1ManualScaling	Options for manually scaling a model.
GoogleCloudMlV1Measurement	A message representing a measurement.
GoogleCloudMlV1MeasurementMetric	A message representing a metric in the measurement.
GoogleCloudMlV1MetricSpec	MetricSpec contains the specifications to use to calculate the desired nodes count when autoscaling is enabled.
GoogleCloudMlV1Model	Represents a machine learning solution.
GoogleCloudMlV1OperationMetadata	Represents the metadata of the long-running operation.
GoogleCloudMlV1ParameterSpec	Represents a single hyperparameter to optimize.
GoogleCloudMlV1PredictionInput	Represents input parameters for a prediction job.
GoogleCloudMlV1PredictionOutput	Represents results of a prediction job.
GoogleCloudMlV1PredictRequest	Request for predictions to be issued against a trained model.
GoogleCloudMlV1ReplicaConfig	Represents the configuration for a replica in a cluster.
GoogleCloudMlV1RequestLoggingConfig	Configuration for logging request-response pairs to a BigQuery table.
GoogleCloudMlV1RouteMap	Specifies HTTP paths served by a custom container.
GoogleCloudMlV1SampledShapleyAttribution	An attribution method that approximates Shapley values for features that contribute to the label being predicted.
GoogleCloudMlV1Scheduling	All parameters related to scheduling of training jobs.
GoogleCloudMlV1SetDefaultVersionRequest	Request message for the SetDefaultVersion request.
GoogleCloudMlV1StopTrialRequest	Model definition for GoogleCloudMlV1StopTrialRequest.
GoogleCloudMlV1Study	A message representing a Study.
GoogleCloudMlV1StudyConfig	Represents configuration of a study.
GoogleCloudMlV1StudyConfigMetricSpec	Represents a metric to optimize.
GoogleCloudMlV1StudyConfigParameterSpec	Represents a single parameter to optimize.
GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec	Model definition for GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec.
GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec	Model definition for GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec.
GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec	Model definition for GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec.
GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec	Model definition for GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec.
GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec	Represents the spec to match categorical values from parent parameter.
GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec	Represents the spec to match discrete values from parent parameter.
GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec	Represents the spec to match integer values from parent parameter.
GoogleCloudMlV1SuggestTrialsMetadata	Metadata field of a google.longrunning.Operation associated with a SuggestTrialsRequest.
GoogleCloudMlV1SuggestTrialsRequest	The request message for the SuggestTrial service method.
GoogleCloudMlV1SuggestTrialsResponse	This message will be placed in the response field of a completed google.longrunning.Operation associated with a SuggestTrials request.
GoogleCloudMlV1TrainingInput	Represents input parameters for a training job.
GoogleCloudMlV1TrainingOutput	Represents results of a training job.
GoogleCloudMlV1Trial	A message representing a trial.
GoogleCloudMlV1TrialParameter	A message representing a parameter to be tuned.
GoogleCloudMlV1Version	Represents a version of the model.
GoogleCloudMlV1XraiAttribution	Attributes credit by computing the XRAI taking advantage of the model's fully differentiable structure.
GoogleIamV1AuditConfig	Specifies the audit configuration for a service.
GoogleIamV1AuditLogConfig	Provides the configuration for logging a type of permissions.
GoogleIamV1Binding	Associates `members` with a `role`.
GoogleIamV1Policy	An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.
GoogleIamV1SetIamPolicyRequest	Request message for `SetIamPolicy` method.
GoogleIamV1TestIamPermissionsRequest	Request message for `TestIamPermissions` method.
GoogleIamV1TestIamPermissionsResponse	Response message for `TestIamPermissions` method.
GoogleLongrunningListOperationsResponse	The response message for Operations.ListOperations.
GoogleLongrunningOperation	This resource represents a long-running operation that is the result of a network API call.
GoogleProtobufEmpty	A generic empty message that you can re-use to avoid defining duplicated empty messages in your APIs.
GoogleRpcStatus	The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.
GoogleTypeExpr	Represents a textual expression in the Common Expression Language (CEL) syntax.