Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support Namespace

Structs

ActionType	Enum. Indicates the action type. "Internal" refers to actions that are for internal only APIs.
AllocationState	Allocation state of the compute. Possible values are: steady - Indicates that the compute is not resizing. There are no changes to the number of compute nodes in the compute in progress. A compute enters this state when it is created and when no operations are being performed on the compute to change the number of compute nodes. resizing - Indicates that the compute is resizing; that is, compute nodes are being added to or removed from the compute.
ApplicationSharingPolicy	Policy for sharing applications on this compute instance among users of parent workspace. If Personal, only the creator can access applications on this compute instance. When Shared, any workspace user can access applications on this instance depending on his/her assigned role.
AssetProvisioningState	Provisioning state of registry asset.
AutoRebuildSetting	AutoRebuild setting for the derived image
Autosave	Auto save settings.
BatchDeploymentConfigurationType	The enumerated property types for batch deployments.
BatchLoggingLevel	Log verbosity for batch inferencing. Increasing verbosity order for logging is : Warning, Info and Debug. The default value is Info.
BatchOutputAction	Enum to determine how batch inferencing will handle output
BlockedTransformers	Enum for all classification models supported by AutoML.
Caching	Caching type of Data Disk.
CategoricalDataDriftMetric	Argument completer implementation for CategoricalDataDriftMetric.
CategoricalDataQualityMetric	Argument completer implementation for CategoricalDataQualityMetric.
CategoricalPredictionDriftMetric	Argument completer implementation for CategoricalPredictionDriftMetric.
ClassificationModels	Enum for all classification models supported by AutoML.
ClassificationMultilabelPrimaryMetrics	Primary metrics for classification multilabel tasks.
ClassificationPrimaryMetrics	Primary metrics for classification tasks.
ClusterPurpose	Intended usage of the cluster
ComputeInstanceAuthorizationType	The Compute Instance Authorization type. Available values are personal (default).
ComputeInstanceState	Current state of an ComputeInstance.
ComputePowerAction	The compute power action.
ComputeRecurrenceFrequency	Enum to describe the frequency of a compute recurrence schedule
ComputeTriggerType	Is the trigger type recurrence or cron.
ComputeType	The type of compute
ComputeWeekDay	Enum of weekday
ConnectionAuthType	Authentication type of the connection target
ConnectionCategory	Category of the connection
ConnectionGroup	Group based on connection category
ContainerType	Argument completer implementation for ContainerType.
ContentSafetyStatus	Specifies the status of content safety.
CreatedByType	The type of identity that created the resource.
CredentialsType	Enum to determine the datastore credentials type.
DataAvailabilityStatus	Argument completer implementation for DataAvailabilityStatus.
DataCollectionMode	Argument completer implementation for DataCollectionMode.
DataReferenceCredentialType	Enum to determine the DataReference credentials type.
DatastoreType	Enum to determine the datastore contents type.
DataType	Enum to determine the type of data.
DeploymentProvisioningState	Possible values for DeploymentProvisioningState.
DiagnoseResultLevel	Level of workspace setup error
DistributionType	Enum to determine the job distribution type.
EarlyTerminationPolicyType	Argument completer implementation for EarlyTerminationPolicyType.
EgressPublicNetworkAccessType	Enum to determine whether PublicNetworkAccess is Enabled or Disabled for egress of a deployment.
EmailNotificationEnableType	Enum to determine the email notification type.
EncryptionStatus	Indicates whether or not the encryption is enabled for the workspace.
EndpointAuthMode	Enum to determine endpoint authentication mode.
EndpointComputeType	Enum to determine endpoint compute type.
EndpointProvisioningState	State of endpoint provisioning.
EndpointServiceConnectionStatus	Connection status of the service consumer with the service provider
EnvironmentType	Environment type is either user created or curated by Azure ML service
EnvironmentVariableType	Type of the Environment Variable. Possible values are: local - For local variable
FeatureDataType	Argument completer implementation for FeatureDataType.
FeatureImportanceMode	The mode of operation for computing feature importance.
FeatureLags	Flag for generating lags for the numeric features.
FeaturizationMode	Featurization mode - determines data featurization mode.
ForecastHorizonMode	Enum to determine forecast horizon selection mode.
ForecastingModels	Enum for all forecasting models supported by AutoML.
ForecastingPrimaryMetrics	Primary metrics for Forecasting task.
Goal	Defines supported metric goals for hyperparameter tuning
IdentityConfigurationType	Enum to determine identity framework.
ImageType	Type of the image. Possible values are: docker - For docker images. azureml - For AzureML images
InputDeliveryMode	Enum to determine the input data delivery mode.
InstanceSegmentationPrimaryMetrics	Primary metrics for InstanceSegmentation tasks.
IsolationMode	Isolation mode for the managed network of a machine learning workspace.
JobInputType	Enum to determine the Job Input Type.
JobLimitsType	Argument completer implementation for JobLimitsType.
JobOutputType	Enum to determine the Job Output Type.
JobStatus	The status of a job.
JobTier	Enum to determine the job tier.
JobType	Enum to determine the type of job.
KeyType	Argument completer implementation for KeyType.
LearningRateScheduler	Learning rate scheduler enum.
ListViewType	Argument completer implementation for ListViewType.
LoadBalancerType	Load Balancer Type
LogVerbosity	Enum for setting log verbosity.
ManagedNetworkStatus	Status for the managed network of a machine learning workspace.
ManagedServiceIdentityType	Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
MarketplaceSubscriptionProvisioningState	Argument completer implementation for MarketplaceSubscriptionProvisioningState.
MarketplaceSubscriptionStatus	Argument completer implementation for MarketplaceSubscriptionStatus.
MaterializationStoreType	Argument completer implementation for MaterializationStoreType.
ModelSize	Image model size.
ModelTaskType	Model task type enum.
MonitorComputeIdentityType	Monitor compute identity type enum.
MonitoringFeatureDataType	Argument completer implementation for MonitoringFeatureDataType.
MonitoringFeatureFilterType	Argument completer implementation for MonitoringFeatureFilterType.
MonitoringInputDataType	Monitoring input data type enum.
MonitoringNotificationType	Argument completer implementation for MonitoringNotificationType.
MonitoringSignalType	Argument completer implementation for MonitoringSignalType.
MountAction	Mount Action.
MountState	Mount state.
NCrossValidationsMode	Determines how N-Cross validations value is determined.
Network	network of this container.
NodeState	State of the compute node. Values are idle, running, preparing, unusable, leaving and preempted.
NumericalDataDriftMetric	Argument completer implementation for NumericalDataDriftMetric.
NumericalDataQualityMetric	Argument completer implementation for NumericalDataQualityMetric.
NumericalPredictionDriftMetric	Argument completer implementation for NumericalPredictionDriftMetric.
ObjectDetectionPrimaryMetrics	Primary metrics for Image ObjectDetection task.
OperatingSystemType	The type of operating system.
OperationName	Name of the last operation.
OperationStatus	Operation status.
OperationTrigger	Trigger of operation.
OrderString	Argument completer implementation for OrderString.
Origin	The intended executor of the operation; as in Resource Based Access Control (RBAC) and audit logs UX. Default value is "user,system"
OSType	Compute OS Type
OutputDeliveryMode	Output data delivery mode enums.
PendingUploadType	Type of storage to use for the pending upload location
PrivateEndpointConnectionProvisioningState	The current provisioning state.
PrivateEndpointServiceConnectionStatus	The private endpoint connection status.
Protocol	Protocol over which communication will happen over this endpoint
ProvisioningState	The current deployment state of workspace resource. The provisioningState is to indicate states for resource provisioning.
ProvisioningStatus	The current deployment state of schedule.
PublicNetworkAccess	Whether requests from Public Network are allowed.
PublicNetworkAccessType	Enum to determine whether PublicNetworkAccess is Enabled or Disabled.
QuotaUnit	An enum describing the unit of quota measurement.
RandomSamplingAlgorithmRule	The specific type of random algorithm
RecurrenceFrequency	Enum to describe the frequency of a recurrence schedule
ReferenceType	Enum to determine which reference method to use for an asset.
RegressionModels	Enum for all Regression models supported by AutoML.
RegressionPrimaryMetrics	Primary metrics for Regression task.
RemoteLoginPortPublicAccess	State of the public SSH port. Possible values are: Disabled - Indicates that the public ssh port is closed on all nodes of the cluster. Enabled - Indicates that the public ssh port is open on all nodes of the cluster. NotSpecified - Indicates that the public ssh port is closed on all nodes of the cluster if VNet is defined, else is open all public nodes. It can be default only during cluster creation time, after creation it will be either enabled or disabled.
RollingRateType	Argument completer implementation for RollingRateType.
RuleAction	The action enum for networking rule.
RuleCategory	Category of a managed network Outbound Rule of a machine learning workspace.
RuleStatus	Type of a managed network Outbound Rule of a machine learning workspace.
RuleType	Type of a managed network Outbound Rule of a machine learning workspace.
SamplingAlgorithmType	Argument completer implementation for SamplingAlgorithmType.
ScaleType	Argument completer implementation for ScaleType.
ScheduleActionType	Argument completer implementation for ScheduleActionType.
ScheduleListViewType	Argument completer implementation for ScheduleListViewType.
ScheduleProvisioningState	The current deployment state of schedule.
ScheduleProvisioningStatus	Argument completer implementation for ScheduleProvisioningStatus.
ScheduleStatus	Is the schedule enabled or disabled?
SeasonalityMode	Forecasting seasonality mode.
SecretsType	Enum to determine the datastore secrets type.
ServerlessEndpointState	State of the Serverless Endpoint.
ServiceDataAccessAuthIdentity	Argument completer implementation for ServiceDataAccessAuthIdentity.
ShortSeriesHandlingConfiguration	The parameter defining how if AutoML should handle short time series.
SkuScaleType	Node scaling setting for the compute sku.
SkuTier	This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
SourceType	Data source type.
SparkJobEntryType	Argument completer implementation for SparkJobEntryType.
SshPublicAccess	State of the public SSH port. Possible values are: Disabled - Indicates that the public ssh port is closed on this instance. Enabled - Indicates that the public ssh port is open and accessible according to the VNet/subnet policy if applicable.
SslConfigStatus	Enable or disable ssl for scoring
StackMetaLearnerType	The meta-learner is a model trained on the output of the individual heterogeneous models. Default meta-learners are LogisticRegression for classification tasks (or LogisticRegressionCV if cross-validation is enabled) and ElasticNet for regression/forecasting tasks (or ElasticNetCV if cross-validation is enabled). This parameter can be one of the following strings: LogisticRegression, LogisticRegressionCV, LightGBMClassifier, ElasticNet, ElasticNetCV, LightGBMRegressor, or LinearRegression
Status	Status of update workspace quota.
StochasticOptimizer	Stochastic optimizer for image models.
StorageAccountType	type of this storage account.
TargetAggregationFunction	Target aggregate function.
TargetLagsMode	Target lags selection modes.
TargetRollingWindowSizeMode	Target rolling windows size mode.
TaskType	AutoMLJob Task type.
TriggerType	Argument completer implementation for TriggerType.
UnderlyingResourceAction	Argument completer implementation for UnderlyingResourceAction.
UsageUnit	An enum describing the unit of usage measurement.
UseStl	Configure STL Decomposition of the time-series target column.
ValidationMetricType	Metric computation method to use for validation metrics in image tasks.
ValueFormat	format for the workspace connection value
VMPriceOstype	Operating system type used by the VM.
VMPriority	Virtual Machine priority
VMTier	The type of the VM.
VolumeDefinitionType	Type of Volume Definition. Possible Values: bind,volume,tmpfs,npipe
WeekDay	Enum of weekday
WorkspaceType	Type of workspace. Possible values: Default, Hub, Project, FeatureStore.