|
AadAuthTypeWorkspaceConnectionProperties(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>)
|
This connection type covers the AAD auth for any applicable Azure service.
|
|
AccessKeyAuthTypeWorkspaceConnectionProperties(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
WorkspaceConnectionAccessKey)
|
The AccessKeyAuthTypeWorkspaceConnectionProperties.
|
|
AccountKeyAuthTypeWorkspaceConnectionProperties(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
String)
|
|
AmlCompute(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
AmlComputeProperties)
|
Initializes a new instance of AmlCompute.
|
|
AmlComputeNodeInformation(String, IPAddress, IPAddress, Nullable<Int32>, Nullable<MachineLearningNodeState>, String)
|
Compute node information related to a AmlCompute.
|
|
AmlComputeProperties(Nullable<MachineLearningOSType>, String,
Nullable<MachineLearningVmPriority>, String, Nullable<Boolean>,
AmlComputeScaleSettings, MachineLearningUserAccountCredentials,
ResourceIdentifier, Nullable<MachineLearningRemoteLoginPortPublicAccess>,
Nullable<MachineLearningAllocationState>, Nullable<DateTimeOffset>,
IEnumerable<MachineLearningError>, Nullable<Int32>, Nullable<Int32>,
MachineLearningNodeStateCounts, Nullable<Boolean>, BinaryData)
|
Initializes a new instance of AmlComputeProperties.
|
|
AmlComputeScaleSettings(Int32, Nullable<Int32>, Nullable<TimeSpan>)
|
scale settings for AML Compute.
|
|
AmlToken()
|
AML Token identity configuration.
|
|
AmlTokenComputeIdentity()
|
AML token compute identity definition.
|
|
AnonymousAccessCredential()
|
Access credential with no credentials.
|
|
ApiKeyAuthWorkspaceConnectionProperties(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
String)
|
|
AutoForecastHorizon()
|
Forecast horizon determined automatically by system.
|
|
AutoMLJob(String, IDictionary<String,String>, IDictionary<String,
String>, ResourceIdentifier, ResourceIdentifier, String, String,
MachineLearningIdentityConfiguration, Nullable<Boolean>, NotificationSetting,
IDictionary<String,MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
String, IDictionary<String,String>, IDictionary<String,MachineLearningJobOutput>,
Nullable<JobTier>, MachineLearningJobResourceConfiguration, AutoMLVertical)
|
|
AutoMLJob(String, IDictionary<String,String>, IDictionary<String,
String>, ResourceIdentifier, ResourceIdentifier, String, String,
MachineLearningIdentityConfiguration, Nullable<Boolean>, NotificationSetting,
IDictionary<String,SecretConfiguration>, IDictionary<String,
MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
String, IDictionary<String,String>, IDictionary<String,MachineLearningJobOutput>,
JobQueueSettings, MachineLearningJobResourceConfiguration, AutoMLVertical)
|
Initializes a new instance of AutoMLJob.
|
|
AutoMLVertical(Nullable<MachineLearningLogVerbosity>, String, String, MachineLearningTableJobInput)
|
AutoML vertical class.
Base class for AutoML verticals - TableVertical/ImageVertical/NLPVertical
Please note this is the abstract base class. The derived classes available for instantiation are: ClassificationTask, MachineLearningForecasting, ImageClassification, ImageClassificationMultilabel, ImageInstanceSegmentation, ImageObjectDetection, AutoMLVerticalRegression, TextClassification, TextClassificationMultilabel, and TextNer.
|
|
AutoMLVerticalRegression(Nullable<MachineLearningLogVerbosity>,
String, MachineLearningTableJobInput, IEnumerable<String>, TableVerticalFeaturizationSettings,
TableVerticalLimitSettings, NCrossValidations, MachineLearningTableJobInput,
Nullable<Double>, MachineLearningTableJobInput, Nullable<Double>,
String, Nullable<AutoMLVerticalRegressionPrimaryMetric>, RegressionTrainingSettings)
|
Regression task in AutoML Table vertical.
|
|
AutoNCrossValidations()
|
N-Cross validations determined automatically.
|
|
AutoSeasonality()
|
The AutoSeasonality.
|
|
AutoTargetLags()
|
The AutoTargetLags.
|
|
AutoTargetRollingWindowSize()
|
Target lags rolling window determined automatically.
|
|
AzureDevOpsWebhook(String)
|
Webhook details specific for Azure DevOps.
|
|
BanditPolicy(Nullable<Int32>, Nullable<Int32>, Nullable<Single>, Nullable<Single>)
|
Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation.
|
|
BatchDeploymentConfiguration(String)
|
Properties relevant to different deployment types.
Please note this is the abstract base class. The derived classes available for instantiation are: BatchPipelineComponentDeploymentConfiguration.
|
|
BatchPipelineComponentDeploymentConfiguration(MachineLearningIdAssetReference, String, IDictionary<String,String>, IDictionary<String,String>)
|
Properties for a Batch Pipeline Component Deployment.
|
|
BayesianSamplingAlgorithm()
|
Defines a Sampling Algorithm that generates values based on previous values.
|
|
BlobReferenceForConsumptionDto(Uri, PendingUploadCredentialDto, ResourceIdentifier)
|
The BlobReferenceForConsumptionDto.
|
|
BlobReferenceSasContent(String, Uri)
|
BlobReferenceSASRequest for getBlobReferenceSAS API.
|
|
BlobReferenceSasResult(GetBlobReferenceForConsumptionDto)
|
BlobReferenceSASResponse for getBlobReferenceSAS API.
|
|
CapabilityHostData(ResourceIdentifier, String, ResourceType, SystemData, CapabilityHostProperties)
|
Azure Resource Manager resource envelope.
|
|
CapabilityHostProperties(String, IDictionary<String,String>, IDictionary<String,
String>, IEnumerable<String>, IEnumerable<String>, Nullable<CapabilityHostKind>,
String, Nullable<CapabilityHostProvisioningState>, IEnumerable<String>,
IEnumerable<String>, IEnumerable<String>, IEnumerable<String>)
|
The CapabilityHostProperties.
|
|
CategoricalDataDriftMetricThreshold(Nullable<Double>, CategoricalDataDriftMetric)
|
|
CategoricalDataQualityMetricThreshold(Nullable<Double>, CategoricalDataQualityMetric)
|
|
CategoricalPredictionDriftMetricThreshold(Nullable<Double>, CategoricalPredictionDriftMetric)
|
|
ClassificationTask(Nullable<MachineLearningLogVerbosity>, String,
MachineLearningTableJobInput, IEnumerable<String>, TableVerticalFeaturizationSettings,
TableVerticalLimitSettings, NCrossValidations, MachineLearningTableJobInput,
Nullable<Double>, MachineLearningTableJobInput, Nullable<Double>,
String, String, Nullable<ClassificationPrimaryMetric>, ClassificationTrainingSettings)
|
Classification task in AutoML Table vertical.
|
|
ClassificationTrainingSettings(Nullable<Boolean>, Nullable<Boolean>,
Nullable<Boolean>, Nullable<Boolean>, Nullable<Boolean>, Nullable<TimeSpan>,
MachineLearningStackEnsembleSettings, IEnumerable<ClassificationModel>,
IEnumerable<ClassificationModel>)
|
Classification Training related configuration.
|
|
CocoExportSummary(Nullable<DateTimeOffset>, Nullable<Int64>, String, Nullable<DateTimeOffset>, String, String)
|
Initializes a new instance of CocoExportSummary.
|
|
ColumnTransformer(IEnumerable<String>, BinaryData)
|
Column transformer parameters.
|
|
ComputeStartStopCronSchedule(String, String, String)
|
The workflow trigger cron for ComputeStartStop schedule type.
|
|
ComputeStartStopRecurrenceSchedule(Nullable<MachineLearningComputeRecurrenceFrequency>,
Nullable<Int32>, String, String, MachineLearningComputeRecurrenceSchedule)
|
The workflow trigger recurrence for ComputeStartStop schedule type.
|
|
ContainerEndpoint(Nullable<ContainerCommunicationProtocol>, String, Nullable<Int32>, Nullable<Int32>, String)
|
The ContainerEndpoint.
|
|
CreateMonitorAction(MonitorDefinition)
|
The CreateMonitorAction.
|
|
CronTrigger(String, String, String, String)
|
The CronTrigger.
|
|
CsvExportSummary(Nullable<DateTimeOffset>, Nullable<Int64>, String, Nullable<DateTimeOffset>, String, String)
|
Initializes a new instance of CsvExportSummary.
|
|
CustomForecastHorizon(Int32)
|
The desired maximum forecast horizon in units of time-series frequency.
|
|
CustomKeysWorkspaceConnectionProperties(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
IDictionary<String,String>)
|
|
CustomMetricThreshold(String, Nullable<Double>)
|
|
CustomMonitoringSignal(IEnumerable<MonitoringNotificationType>,
IDictionary<String,String>, String, IDictionary<String,MonitoringInputDataBase>,
IDictionary<String,MachineLearningJobInput>, IEnumerable<CustomMetricThreshold>)
|
The CustomMonitoringSignal.
|
|
CustomNCrossValidations(Int32)
|
N-Cross validations are specified by user.
|
|
CustomSeasonality(Int32)
|
The CustomSeasonality.
|
|
CustomService(String, ImageSetting, IDictionary<String,EnvironmentVariable>,
DockerSetting, IEnumerable<ContainerEndpoint>, IEnumerable<VolumeDefinition>,
JupyterKernelConfig, IDictionary<String,BinaryData>)
|
Specifies the custom service configuration.
|
|
CustomTargetLags(IEnumerable<Int32>)
|
The CustomTargetLags.
|
|
CustomTargetRollingWindowSize(Int32)
|
The CustomTargetRollingWindowSize.
|
|
DataCollectionConfiguration(String, Nullable<DataCollectionMode>, String, Nullable<Double>)
|
The DataCollectionConfiguration.
|
|
DataCollector(IDictionary<String,DataCollectionConfiguration>, IEnumerable<String>, Nullable<RollingRateType>)
|
|
DataDriftMetricThresholdBase(String, Nullable<Double>)
|
|
DataDriftMonitoringSignal(IEnumerable<MonitoringNotificationType>,
IDictionary<String,String>, IDictionary<String,MonitoringFeatureDataType>,
FeatureImportanceSettings, MonitoringFeatureFilterBase, IEnumerable<DataDriftMetricThresholdBase>,
MonitoringInputDataBase, MonitoringInputDataBase)
|
The DataDriftMonitoringSignal.
|
|
DataQualityMetricThresholdBase(String, Nullable<Double>)
|
|
DataQualityMonitoringSignal(IEnumerable<MonitoringNotificationType>,
IDictionary<String,String>, IDictionary<String,MonitoringFeatureDataType>,
FeatureImportanceSettings, MonitoringFeatureFilterBase, IEnumerable<DataQualityMetricThresholdBase>,
MonitoringInputDataBase, MonitoringInputDataBase)
|
The DataQualityMonitoringSignal.
|
|
DataReferenceCredential(String)
|
DataReferenceCredential base class
Please note this is the abstract base class. The derived classes available for instantiation are: AnonymousAccessCredential, DockerCredential, ManagedIdentityCredential, and SasCredential.
|
|
DatasetExportSummary(Nullable<DateTimeOffset>, Nullable<Int64>, String, Nullable<DateTimeOffset>, String)
|
Initializes a new instance of DatasetExportSummary.
|
|
DatasetReference(String, String)
|
Dataset reference object.
|
|
DestinationAssetContent(String, String, String)
|
Publishing destination registry asset information.
|
|
DockerCredential(String, String)
|
Credential for docker with username and password.
|
|
DockerSetting(Nullable<Boolean>, IDictionary<String,BinaryData>)
|
The DockerSetting.
|
|
EncryptionKeyVaultUpdateProperties(String)
|
The EncryptionKeyVaultUpdateProperties.
|
|
EncryptionUpdateProperties(String)
|
|
EnvironmentVariable(Nullable<EnvironmentVariableType>, String, IDictionary<String,BinaryData>)
|
The EnvironmentVariable.
|
|
ExportSummary(Nullable<DateTimeOffset>, Nullable<Int64>, String, String, Nullable<DateTimeOffset>)
|
Initializes a new instance of ExportSummary.
|
|
FeatureAttributionDriftMonitoringSignal(IEnumerable<MonitoringNotificationType>,
IDictionary<String,String>, IDictionary<String,MonitoringFeatureDataType>,
FeatureImportanceSettings, FeatureAttributionMetricThreshold,
IEnumerable<MonitoringInputDataBase>, MonitoringInputDataBase)
|
The FeatureAttributionDriftMonitoringSignal.
|
|
FeatureAttributionMetricThreshold(FeatureAttributionMetric, Nullable<Double>)
|
|
FeatureImportanceSettings(Nullable<FeatureImportanceMode>, String)
|
The FeatureImportanceSettings.
|
|
FeatureSetVersionBackfillContent(IEnumerable<DataAvailabilityStatus>,
String, String, FeatureWindow, String, IDictionary<String,String>,
String, IDictionary<String,String>, IDictionary<String,String>)
|
|
FeaturesetVersionBackfillResponse(IEnumerable<String>)
|
Response payload for creating a backfill request for a given feature set version.
|
|
FeatureStoreSettings(String, String, String)
|
|
FeatureSubset(IEnumerable<String>)
|
The FeatureSubset.
|
|
FeatureWindow(Nullable<DateTimeOffset>, Nullable<DateTimeOffset>)
|
Specifies the feature window.
|
|
FixedInputData(IDictionary<String,String>, String, JobInputType, Uri)
|
Fixed input data definition.
|
|
ForecastHorizon(String)
|
The desired maximum forecast horizon in units of time-series frequency.
Please note this is the abstract base class. The derived classes available for instantiation are: AutoForecastHorizon and CustomForecastHorizon.
|
|
ForecastingSeasonality(String)
|
Forecasting seasonality.
Please note this is the abstract base class. The derived classes available for instantiation are: AutoSeasonality and CustomSeasonality.
|
|
ForecastingSettings(String, Nullable<Int32>, Nullable<MachineLearningFeatureLag>,
ForecastHorizon, String, ForecastingSeasonality, Nullable<MachineLearningShortSeriesHandlingConfiguration>,
Nullable<TargetAggregationFunction>, TargetLags, TargetRollingWindowSize,
String, IEnumerable<String>, Nullable<MachineLearningUseStl>)
|
Forecasting specific parameters.
|
|
ForecastingTrainingSettings(Nullable<Boolean>, Nullable<Boolean>,
Nullable<Boolean>, Nullable<Boolean>, Nullable<Boolean>, Nullable<TimeSpan>,
MachineLearningStackEnsembleSettings, IEnumerable<ForecastingModel>,
IEnumerable<ForecastingModel>)
|
Forecasting Training related configuration.
|
|
FqdnOutboundRule(Nullable<OutboundRuleCategory>, Nullable<OutboundRuleStatus>, String, IEnumerable<String>, String)
|
FQDN Outbound Rule for the managed network of a machine learning workspace.
|
|
GetBlobReferenceForConsumptionDto(Uri, DataReferenceCredential, String)
|
The GetBlobReferenceForConsumptionDto.
|
|
GridSamplingAlgorithm()
|
Defines a Sampling Algorithm that exhaustively generates every value combination in the space.
|
|
HdfsDatastore(String, IDictionary<String,String>, IDictionary<String,
String>, MachineLearningDatastoreCredentials, IntellectualProperty,
Nullable<Boolean>, String, String, String)
|
Initializes a new instance of HdfsDatastore.
|
|
ImageClassification(Nullable<MachineLearningLogVerbosity>, String,
MachineLearningTableJobInput, ImageModelSettingsClassification,
IEnumerable<ImageModelDistributionSettingsClassification>, ImageLimitSettings,
ImageSweepSettings, MachineLearningTableJobInput, Nullable<Double>,
Nullable<ClassificationPrimaryMetric>)
|
Image Classification. Multi-class image classification is used when an image is classified with only a single label
from a set of classes - e.g. each image is classified as either an image of a 'cat' or a 'dog' or a 'duck'.
|
|
ImageClassificationMultilabel(Nullable<MachineLearningLogVerbosity>,
String, MachineLearningTableJobInput, ImageModelSettingsClassification,
IEnumerable<ImageModelDistributionSettingsClassification>, ImageLimitSettings,
ImageSweepSettings, MachineLearningTableJobInput, Nullable<Double>,
Nullable<ClassificationMultilabelPrimaryMetric>)
|
Image Classification Multilabel. Multi-label image classification is used when an image could have one or more labels
from a set of labels - e.g. an image could be labeled with both 'cat' and 'dog'.
|
|
ImageInstanceSegmentation(Nullable<MachineLearningLogVerbosity>,
String, MachineLearningTableJobInput, ImageModelSettingsObjectDetection,
IEnumerable<ImageModelDistributionSettingsObjectDetection>, ImageLimitSettings,
ImageSweepSettings, MachineLearningTableJobInput, Nullable<Double>,
Nullable<InstanceSegmentationPrimaryMetric>)
|
Image Instance Segmentation. Instance segmentation is used to identify objects in an image at the pixel level,
drawing a polygon around each object in the image.
|
|
ImageLimitSettings(Nullable<Int32>, Nullable<Int32>, Nullable<TimeSpan>)
|
Limit settings for the AutoML job.
|
|
ImageMetadata(String, String, Nullable<Boolean>, OSPatchingStatus)
|
Returns metadata about the operating system image for this compute instance.
|
|
ImageModelDistributionSettings(String, String, String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String, String, String, String)
|
Distribution expressions to sweep over values of model settings.
<example>
Some examples are:
ModelName = "choice('seresnext', 'resnest50')";
LearningRate = "uniform(0.001, 0.01)";
LayersToFreeze = "choice(0, 2)";
```</example>
All distributions can be specified as distribution_name(min, max) or choice(val1, val2, ..., valn)
where distribution name can be: uniform, quniform, loguniform, etc
For more details on how to compose distribution expressions please check the documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters
For more information on the available settings please visit the official documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
|
|
ImageModelDistributionSettingsClassification(String, String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String)
|
Distribution expressions to sweep over values of model settings.
<example>
Some examples are:
ModelName = "choice('seresnext', 'resnest50')";
LearningRate = "uniform(0.001, 0.01)";
LayersToFreeze = "choice(0, 2)";
```</example>
For more details on how to compose distribution expressions please check the documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters
For more information on the available settings please visit the official documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
|
|
ImageModelDistributionSettingsObjectDetection(String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String, String, String, String,
String, String, String, String, String, String, String)
|
Distribution expressions to sweep over values of model settings.
<example>
Some examples are:
ModelName = "choice('seresnext', 'resnest50')";
LearningRate = "uniform(0.001, 0.01)";
LayersToFreeze = "choice(0, 2)";
```</example>
For more details on how to compose distribution expressions please check the documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters
For more information on the available settings please visit the official documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
|
|
ImageModelSettings(String, Nullable<Boolean>, String, Nullable<Single>,
Nullable<Single>, Nullable<Int32>, MachineLearningFlowModelJobInput,
String, Nullable<Boolean>, Nullable<Boolean>, Nullable<Int32>,
Nullable<Int32>, Nullable<Boolean>, Nullable<Int32>, Nullable<Int32>,
Nullable<Int32>, Nullable<Single>, Nullable<LearningRateScheduler>,
String, Nullable<Single>, Nullable<Boolean>, Nullable<Int32>,
Nullable<Int32>, Nullable<StochasticOptimizer>, Nullable<Int32>,
Nullable<Single>, Nullable<Int32>, Nullable<Int32>, Nullable<Int32>,
Nullable<Single>, Nullable<Int32>, Nullable<Single>)
|
Settings used for training the model.
For more information on the available settings please visit the official documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
|
|
ImageModelSettingsClassification(String, Nullable<Boolean>, String,
Nullable<Single>, Nullable<Single>, Nullable<Int32>, MachineLearningFlowModelJobInput,
String, Nullable<Boolean>, Nullable<Boolean>, Nullable<Int32>,
Nullable<Int32>, Nullable<Boolean>, Nullable<Int32>, Nullable<Int32>,
Nullable<Int32>, Nullable<Single>, Nullable<LearningRateScheduler>,
String, Nullable<Single>, Nullable<Boolean>, Nullable<Int32>,
Nullable<Int32>, Nullable<StochasticOptimizer>, Nullable<Int32>,
Nullable<Single>, Nullable<Int32>, Nullable<Int32>, Nullable<Int32>,
Nullable<Single>, Nullable<Int32>, Nullable<Single>, Nullable<Int32>,
Nullable<Int32>, Nullable<Int32>, Nullable<Int32>)
|
Settings used for training the model.
For more information on the available settings please visit the official documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
|
|
ImageModelSettingsObjectDetection(String, Nullable<Boolean>, String,
Nullable<Single>, Nullable<Single>, Nullable<Int32>, MachineLearningFlowModelJobInput,
String, Nullable<Boolean>, Nullable<Boolean>, Nullable<Int32>,
Nullable<Int32>, Nullable<Boolean>, Nullable<Int32>, Nullable<Int32>,
Nullable<Int32>, Nullable<Single>, Nullable<LearningRateScheduler>,
String, Nullable<Single>, Nullable<Boolean>, Nullable<Int32>,
Nullable<Int32>, Nullable<StochasticOptimizer>, Nullable<Int32>,
Nullable<Single>, Nullable<Int32>, Nullable<Int32>, Nullable<Int32>,
Nullable<Single>, Nullable<Int32>, Nullable<Single>, Nullable<Int32>,
Nullable<Single>, Nullable<Int32>, Nullable<Int32>, Nullable<Int32>,
Nullable<MachineLearningModelSize>, Nullable<Boolean>, Nullable<Single>,
String, Nullable<Single>, Nullable<Single>, Nullable<Single>,
Nullable<ValidationMetricType>)
|
Settings used for training the model.
For more information on the available settings please visit the official documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
|
|
ImageObjectDetection(Nullable<MachineLearningLogVerbosity>, String,
MachineLearningTableJobInput, ImageModelSettingsObjectDetection,
IEnumerable<ImageModelDistributionSettingsObjectDetection>, ImageLimitSettings,
ImageSweepSettings, MachineLearningTableJobInput, Nullable<Double>,
Nullable<ObjectDetectionPrimaryMetric>)
|
Image Object Detection. Object detection is used to identify objects in an image and locate each object with a
bounding box e.g. locate all dogs and cats in an image and draw a bounding box around each.
|
|
ImageSetting(Nullable<ImageType>, String, String, IDictionary<String,BinaryData>)
|
The ImageSetting.
|
|
ImageSweepSettings(MachineLearningEarlyTerminationPolicy, SamplingAlgorithmType)
|
Model sweeping and hyperparameter sweeping related settings.
|
|
IndexColumn(String, Nullable<FeatureDataType>)
|
DTO object representing index column.
|
|
JobAllNodes()
|
All nodes means the service will be running on all of the nodes of the job.
|
|
JobNodes(String)
|
Abstract Nodes definition
Please note this is the abstract base class. The derived classes available for instantiation are: JobAllNodes.
|
|
JobStatusMessage(String, Nullable<DateTimeOffset>, Nullable<JobStatusMessageLevel>, String)
|
Initializes a new instance of JobStatusMessage.
|
|
JupyterKernelConfig(IEnumerable<String>, String, String)
|
Jupyter kernel configuration.
|
|
LabelingJobProperties(String, IDictionary<String,String>, IDictionary<String,
String>, ResourceIdentifier, ResourceIdentifier, String, String,
MachineLearningIdentityConfiguration, Nullable<Boolean>, NotificationSetting,
IDictionary<String,SecretConfiguration>, IDictionary<String,
MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
Nullable<DateTimeOffset>, LabelingDataConfiguration, Uri, IDictionary<String,
LabelCategory>, LabelingJobMediaProperties, MachineLearningAssistConfiguration,
ProgressMetrics, Nullable<Guid>, Nullable<JobProvisioningState>,
IEnumerable<JobStatusMessage>)
|
Initializes a new instance of LabelingJobProperties.
|
|
LakeHouseArtifact(String)
|
The LakeHouseArtifact.
|
|
MachineLearningAccountKeyDatastoreCredentials(MachineLearningAccountKeyDatastoreSecrets)
|
Account key datastore credentials configuration.
|
|
MachineLearningAccountKeyDatastoreSecrets(String)
|
Datastore account key secrets.
|
|
MachineLearningAksCompute(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
MachineLearningAksComputeProperties)
|
Initializes a new instance of MachineLearningAksCompute.
|
|
MachineLearningAksComputeProperties(String, IEnumerable<MachineLearningComputeSystemService>,
Nullable<Int32>, String, Nullable<MachineLearningClusterPurpose>,
MachineLearningSslConfiguration, MachineLearningAksNetworkingConfiguration,
Nullable<MachineLearningLoadBalancerType>, String)
|
AKS properties.
|
|
MachineLearningAksComputeSecrets(String, String, String)
|
Secrets related to a Machine Learning compute based on AKS.
|
|
MachineLearningAksNetworkingConfiguration(ResourceIdentifier, String, String, String)
|
Advance configuration for AKS networking.
|
|
MachineLearningAllFeatures()
|
The MachineLearningAllFeatures.
|
|
MachineLearningAssetBase(String, IDictionary<String,String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>)
|
The MachineLearningAssetBase.
|
|
MachineLearningAssetContainer(String, IDictionary<String,String>, IDictionary<String,String>, Nullable<Boolean>, String, String)
|
The MachineLearningAssetContainer.
|
|
MachineLearningAssetReferenceBase(String)
|
Base definition for asset references.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningIdAssetReference, MachineLearningDataPathAssetReference, and MachineLearningOutputPathAssetReference.
|
|
MachineLearningAutoPauseProperties(Nullable<Int32>, Nullable<Boolean>)
|
Auto pause properties.
|
|
MachineLearningAutoScaleProperties(Nullable<Int32>, Nullable<Boolean>, Nullable<Int32>)
|
Auto scale properties.
|
|
MachineLearningAzureBlobDatastore(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
IntellectualProperty, Nullable<Boolean>, String, String, String,
String, Nullable<MachineLearningServiceDataAccessAuthIdentity>,
String, String)
|
Initializes a new instance of MachineLearningAzureBlobDatastore.
|
|
MachineLearningAzureBlobDatastore(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
Nullable<Boolean>, String, String, String, String, String, String,
Nullable<MachineLearningServiceDataAccessAuthIdentity>)
|
Azure Blob datastore configuration.
|
|
MachineLearningAzureDataLakeGen1Datastore(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
IntellectualProperty, Nullable<Boolean>, Nullable<MachineLearningServiceDataAccessAuthIdentity>,
String, String, String)
|
Initializes a new instance of MachineLearningAzureDataLakeGen1Datastore.
|
|
MachineLearningAzureDataLakeGen1Datastore(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
Nullable<Boolean>, String, String, Nullable<MachineLearningServiceDataAccessAuthIdentity>,
String)
|
Azure Data Lake Gen1 datastore configuration.
|
|
MachineLearningAzureDataLakeGen2Datastore(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
IntellectualProperty, Nullable<Boolean>, String, String, String,
String, Nullable<MachineLearningServiceDataAccessAuthIdentity>,
String, String)
|
Initializes a new instance of MachineLearningAzureDataLakeGen2Datastore.
|
|
MachineLearningAzureDataLakeGen2Datastore(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
Nullable<Boolean>, String, String, String, String, String, String,
Nullable<MachineLearningServiceDataAccessAuthIdentity>)
|
Azure Data Lake Gen2 datastore configuration.
|
|
MachineLearningAzureFileDatastore(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
IntellectualProperty, Nullable<Boolean>, String, String, String,
String, Nullable<MachineLearningServiceDataAccessAuthIdentity>,
String, String)
|
Initializes a new instance of MachineLearningAzureFileDatastore.
|
|
MachineLearningAzureFileDatastore(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
Nullable<Boolean>, String, String, String, String, String, String,
Nullable<MachineLearningServiceDataAccessAuthIdentity>)
|
Azure File datastore configuration.
|
|
MachineLearningBatchDeploymentData(ResourceIdentifier, String,
ResourceType, SystemData, IDictionary<String,String>, AzureLocation,
MachineLearningBatchDeploymentProperties, ManagedServiceIdentity,
String, MachineLearningSku)
|
Concrete tracked resource types can be created by aliasing this type using a specific property type.
|
|
MachineLearningBatchDeploymentData(ResourceIdentifier, String,
ResourceType, SystemData, IDictionary<String,String>, AzureLocation,
ManagedServiceIdentity, String, MachineLearningBatchDeploymentProperties,
MachineLearningSku)
|
Initializes a new instance of MachineLearningBatchDeploymentData.
|
|
MachineLearningBatchDeploymentPatch(String, IDictionary<String,String>)
|
|
MachineLearningBatchDeploymentProperties(MachineLearningCodeConfiguration,
String, String, IDictionary<String,String>, IDictionary<String,
String>, String, BatchDeploymentConfiguration, Nullable<Int32>,
Nullable<MachineLearningBatchLoggingLevel>, Nullable<Int32>,
Nullable<Int64>, MachineLearningAssetReferenceBase, Nullable<MachineLearningBatchOutputAction>,
String, Nullable<MachineLearningDeploymentProvisioningState>,
MachineLearningDeploymentResourceConfiguration, MachineLearningBatchRetrySettings)
|
Batch inference settings per deployment.
|
|
MachineLearningBatchEndpointData(ResourceIdentifier, String, ResourceType,
SystemData, IDictionary<String,String>, AzureLocation, MachineLearningBatchEndpointProperties,
ManagedServiceIdentity, String, MachineLearningSku)
|
Concrete tracked resource types can be created by aliasing this type using a specific property type.
|
|
MachineLearningBatchEndpointData(ResourceIdentifier, String, ResourceType,
SystemData, IDictionary<String,String>, AzureLocation, ManagedServiceIdentity,
String, MachineLearningBatchEndpointProperties, MachineLearningSku)
|
Initializes a new instance of MachineLearningBatchEndpointData.
|
|
MachineLearningBatchEndpointProperties(MachineLearningEndpointAuthMode,
String, MachineLearningEndpointAuthKeys, IDictionary<String,
String>, Uri, Uri, String, Nullable<MachineLearningEndpointProvisioningState>)
|
Initializes a new instance of MachineLearningBatchEndpointProperties.
|
|
MachineLearningBatchRetrySettings(Nullable<Int32>, Nullable<TimeSpan>)
|
Retry settings for a batch inference operation.
|
|
MachineLearningBuildContext(Uri, String)
|
Configuration settings for Docker build context.
|
|
MachineLearningCertificateDatastoreCredentials(Uri, Guid, Uri, MachineLearningCertificateDatastoreSecrets, Guid, String)
|
Certificate datastore credentials configuration.
|
|
MachineLearningCertificateDatastoreSecrets(String)
|
Datastore certificate secrets.
|
|
MachineLearningCodeConfiguration(ResourceIdentifier, String)
|
Configuration for a scoring code asset.
|
|
MachineLearningCodeContainerData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningCodeContainerProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningCodeContainerProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, String,
String, Nullable<RegistryAssetProvisioningState>)
|
Container for code asset versions.
|
|
MachineLearningCodeVersionData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningCodeVersionProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningCodeVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, AutoDeleteSetting, Nullable<Boolean>,
Nullable<Boolean>, Uri, Nullable<RegistryAssetProvisioningState>)
|
Initializes a new instance of MachineLearningCodeVersionProperties.
|
|
MachineLearningCodeVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>,
Uri, Nullable<RegistryAssetProvisioningState>)
|
Code asset version details.
|
|
MachineLearningCommandJob(String, IDictionary<String,String>,
IDictionary<String,String>, ResourceIdentifier, ResourceIdentifier,
String, String, MachineLearningIdentityConfiguration, Nullable<Boolean>,
NotificationSetting, IDictionary<String,MachineLearningJobService>,
Nullable<MachineLearningJobStatus>, ResourceIdentifier, String,
MachineLearningDistributionConfiguration, ResourceIdentifier,
IDictionary<String,String>, IDictionary<String,MachineLearningJobInput>,
MachineLearningCommandJobLimits, IDictionary<String,MachineLearningJobOutput>,
BinaryData, Nullable<JobTier>, MachineLearningJobResourceConfiguration)
|
|
MachineLearningCommandJob(String, IDictionary<String,String>,
IDictionary<String,String>, ResourceIdentifier, ResourceIdentifier,
String, String, MachineLearningIdentityConfiguration, Nullable<Boolean>,
NotificationSetting, IDictionary<String,SecretConfiguration>,
IDictionary<String,MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
Nullable<MachineLearningFlowAutoLoggerState>, ResourceIdentifier,
String, MachineLearningDistributionConfiguration, ResourceIdentifier,
IDictionary<String,String>, IDictionary<String,MachineLearningJobInput>,
MachineLearningCommandJobLimits, IDictionary<String,MachineLearningJobOutput>,
BinaryData, JobQueueSettings, MachineLearningJobResourceConfiguration)
|
Initializes a new instance of MachineLearningCommandJob.
|
|
MachineLearningCommandJobLimits(Nullable<TimeSpan>)
|
Command Job limit class.
|
|
MachineLearningComponentContainerData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningComponentContainerProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningComponentContainerProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, String,
String, Nullable<RegistryAssetProvisioningState>)
|
Component container definition.
https://docs.microsoft.com/en-us/azure/machine-learning/reference-yaml-component-command
|
|
MachineLearningComponentVersionData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningComponentVersionProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningComponentVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, AutoDeleteSetting, Nullable<Boolean>,
Nullable<Boolean>, BinaryData, Nullable<RegistryAssetProvisioningState>,
String)
|
Initializes a new instance of MachineLearningComponentVersionProperties.
|
|
MachineLearningComponentVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>,
BinaryData, Nullable<RegistryAssetProvisioningState>)
|
Definition of a component version: defines resources that span component types.
|
|
MachineLearningComputeData(ResourceIdentifier, String, ResourceType,
SystemData, IDictionary<String,String>, AzureLocation, MachineLearningComputeProperties,
MachineLearningSku, ManagedServiceIdentity)
|
Machine Learning compute object wrapped into ARM resource envelope.
|
|
MachineLearningComputeInstance(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
MachineLearningComputeInstanceProperties)
|
Initializes a new instance of MachineLearningComputeInstance.
|
|
MachineLearningComputeInstanceApplication(String, Uri)
|
Defines an Aml Instance application and its connectivity endpoint URI.
|
|
MachineLearningComputeInstanceAssignedUser(String, Guid)
|
A user that can be assigned to a compute instance.
|
|
MachineLearningComputeInstanceConnectivityEndpoints(String, String)
|
Defines all connectivity endpoints and properties for an ComputeInstance.
|
|
MachineLearningComputeInstanceContainer(String, Nullable<MachineLearningComputeInstanceAutosave>,
String, Nullable<MachineLearningNetwork>, MachineLearningComputeInstanceEnvironmentInfo,
IEnumerable<BinaryData>)
|
Defines an Aml Instance container.
|
|
MachineLearningComputeInstanceCreatedBy(String, String, String)
|
Describes information on user who created this ComputeInstance.
|
|
MachineLearningComputeInstanceDataDisk(Nullable<MachineLearningCachingType>,
Nullable<Int32>, Nullable<Int32>, Nullable<MachineLearningStorageAccountType>)
|
Defines an Aml Instance DataDisk.
|
|
MachineLearningComputeInstanceDataMount(String, Nullable<MachineLearningSourceType>,
String, Nullable<MachineLearningMountAction>, Nullable<MountMode>,
String, String, Nullable<MachineLearningMountState>, Nullable<DateTimeOffset>,
String)
|
Defines an Aml Instance DataMount.
|
|
MachineLearningComputeInstanceEnvironmentInfo(String, String)
|
Environment information.
|
|
MachineLearningComputeInstanceLastOperation(Nullable<MachineLearningOperationName>,
Nullable<DateTimeOffset>, Nullable<MachineLearningOperationStatus>,
Nullable<MachineLearningOperationTrigger>)
|
The last operation on ComputeInstance.
|
|
MachineLearningComputeInstanceSshSettings(Nullable<MachineLearningSshPublicAccess>, String, Nullable<Int32>, String)
|
Specifies policy and settings for SSH access.
|
|
MachineLearningComputePatch(AmlComputeScaleSettings)
|
|
MachineLearningComputeProperties(String, String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>)
|
Initializes a new instance of MachineLearningComputeProperties.
|
|
MachineLearningComputeRecurrenceSchedule(IEnumerable<Int32>, IEnumerable<Int32>, IEnumerable<Int32>, IEnumerable<MachineLearningComputeWeekDay>)
|
The MachineLearningComputeRecurrenceSchedule.
|
|
MachineLearningComputeSecrets(String)
|
Secrets related to a Machine Learning compute. Might differ for every type of compute.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningAksComputeSecrets, MachineLearningVirtualMachineSecrets, and MachineLearningDatabricksComputeSecrets.
|
|
MachineLearningComputeStartStopSchedule(String, Nullable<MachineLearningComputeProvisioningStatus>,
Nullable<MachineLearningScheduleStatus>, Nullable<MachineLearningComputePowerAction>,
Nullable<MachineLearningTriggerType>, ComputeStartStopRecurrenceSchedule,
ComputeStartStopCronSchedule, MachineLearningScheduleBase)
|
Initializes a new instance of MachineLearningComputeStartStopSchedule.
|
|
MachineLearningComputeSystemService(String, String, String)
|
A system service running on a compute.
|
|
MachineLearningContainerRegistryCredentials(Nullable<AzureLocation>, IEnumerable<MachineLearningPasswordDetail>, String)
|
Initializes a new instance of MachineLearningContainerRegistryCredentials.
|
|
MachineLearningContainerRegistryCredentials(Nullable<AzureLocation>, String, IEnumerable<MachineLearningPasswordDetail>)
|
Initializes a new instance of MachineLearningContainerRegistryCredentials.
|
|
MachineLearningContainerResourceRequirements(MachineLearningContainerResourceSettings, MachineLearningContainerResourceSettings)
|
Resource requirements for each container instance within an online deployment.
|
|
MachineLearningContainerResourceSettings(String, String, String)
|
The MachineLearningContainerResourceSettings.
|
|
MachineLearningCustomModelJobInput(String, Nullable<MachineLearningInputDeliveryMode>, Uri)
|
The MachineLearningCustomModelJobInput.
|
|
MachineLearningCustomModelJobOutput(String, String, Nullable<MachineLearningOutputDeliveryMode>, Uri)
|
The MachineLearningCustomModelJobOutput.
|
|
MachineLearningDatabricksCompute(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
MachineLearningDatabricksProperties)
|
Initializes a new instance of MachineLearningDatabricksCompute.
|
|
MachineLearningDatabricksComputeSecrets(String)
|
Secrets related to a Machine Learning compute based on Databricks.
|
|
MachineLearningDatabricksProperties(String, Uri)
|
Properties of Databricks.
|
|
MachineLearningDataContainerData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningDataContainerProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningDataContainerProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, String,
String, MachineLearningDataType)
|
Container for data asset versions.
|
|
MachineLearningDataFactoryCompute(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>)
|
Initializes a new instance of MachineLearningDataFactoryCompute.
|
|
MachineLearningDataLakeAnalytics(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
String)
|
Initializes a new instance of MachineLearningDataLakeAnalytics.
|
|
MachineLearningDataPathAssetReference(String, String)
|
Reference to an asset via its path in a datastore.
|
|
MachineLearningDatastoreCredentials(String)
|
Base definition for datastore credentials.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningAccountKeyDatastoreCredentials, MachineLearningCertificateDatastoreCredentials, MachineLearningNoneDatastoreCredentials, MachineLearningSasDatastoreCredentials, and MachineLearningServicePrincipalDatastoreCredentials.
|
|
MachineLearningDatastoreData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningDatastoreProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningDatastoreProperties(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
String, IntellectualProperty, Nullable<Boolean>)
|
Initializes a new instance of MachineLearningDatastoreProperties.
|
|
MachineLearningDatastoreProperties(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningDatastoreCredentials,
String, Nullable<Boolean>)
|
Base definition for datastore contents configuration.
Please note this is the base class. The derived classes available for instantiation are: MachineLearningAzureBlobDatastore, MachineLearningAzureDataLakeGen1Datastore, MachineLearningAzureDataLakeGen2Datastore, MachineLearningAzureFileDatastore, and OneLakeDatastore.
|
|
MachineLearningDatastoreSecrets(String)
|
Base definition for datastore secrets.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningAccountKeyDatastoreSecrets, MachineLearningCertificateDatastoreSecrets, MachineLearningSasDatastoreSecrets, and MachineLearningServicePrincipalDatastoreSecrets.
|
|
MachineLearningDataVersionData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningDataVersionProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningDataVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>,
String, Uri)
|
Data version base definition
Please note this is the base class. The derived classes available for instantiation are: MachineLearningTable, MachineLearningUriFileDataVersion, and MachineLearningUriFolderDataVersion.
|
|
MachineLearningDefaultScaleSettings()
|
The MachineLearningDefaultScaleSettings.
|
|
MachineLearningDeploymentLogs(String)
|
The MachineLearningDeploymentLogs.
|
|
MachineLearningDeploymentLogsContent(Nullable<MachineLearningContainerType>, Nullable<Int32>)
|
The MachineLearningDeploymentLogsContent.
|
|
MachineLearningDeploymentResourceConfiguration(Nullable<Int32>, String, IDictionary<String,BinaryData>)
|
The MachineLearningDeploymentResourceConfiguration.
|
|
MachineLearningDiagnoseResult(String, Nullable<MachineLearningDiagnoseResultLevel>, String)
|
Result of Diagnose.
|
|
MachineLearningDiagnoseResultValue(IEnumerable<MachineLearningDiagnoseResult>,
IEnumerable<MachineLearningDiagnoseResult>, IEnumerable<MachineLearningDiagnoseResult>,
IEnumerable<MachineLearningDiagnoseResult>, IEnumerable<MachineLearningDiagnoseResult>,
IEnumerable<MachineLearningDiagnoseResult>, IEnumerable<MachineLearningDiagnoseResult>,
IEnumerable<MachineLearningDiagnoseResult>, IEnumerable<MachineLearningDiagnoseResult>)
|
The MachineLearningDiagnoseResultValue.
|
|
MachineLearningDistributionConfiguration(String)
|
Base definition for job distribution configuration.
Please note this is the abstract base class. The derived classes available for instantiation are: MpiDistributionConfiguration, PyTorchDistributionConfiguration, and TensorFlowDistributionConfiguration.
|
|
MachineLearningEarlyTerminationPolicy(Nullable<Int32>, Nullable<Int32>, String)
|
Early termination policies enable canceling poor-performing runs before they complete
Please note this is the abstract base class. The derived classes available for instantiation are: BanditPolicy, MedianStoppingPolicy, and TruncationSelectionPolicy.
|
|
MachineLearningEncryptionProperty(ResourceIdentifier, String,
MachineLearningKeyVaultProperties, ResourceIdentifier, MachineLearningEncryptionStatus,
ResourceIdentifier)
|
|
MachineLearningEndpointAuthKeys(String, String)
|
Keys for endpoint authentication.
|
|
MachineLearningEndpointAuthToken(String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, String)
|
Initializes a new instance of MachineLearningEndpointAuthToken.
|
|
MachineLearningEndpointAuthToken(String, Nullable<Int64>, Nullable<Int64>, String)
|
Service Token.
|
|
MachineLearningEndpointDeploymentProperties(MachineLearningCodeConfiguration, String, String, IDictionary<String,String>, IDictionary<String,String>)
|
Base definition for endpoint deployment.
|
|
MachineLearningEndpointKeyRegenerateContent(MachineLearningKeyType, String)
|
The MachineLearningEndpointKeyRegenerateContent.
|
|
MachineLearningEndpointProperties(MachineLearningEndpointAuthMode, String, MachineLearningEndpointAuthKeys, IDictionary<String,String>, Uri, Uri)
|
Inference Endpoint base definition.
|
|
MachineLearningEndpointScheduleAction(BinaryData)
|
The MachineLearningEndpointScheduleAction.
|
|
MachineLearningEnvironmentContainerData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningEnvironmentContainerProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningEnvironmentContainerProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, String,
String, Nullable<RegistryAssetProvisioningState>)
|
Container for environment specification versions.
|
|
MachineLearningEnvironmentVersionData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningEnvironmentVersionProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningEnvironmentVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, AutoDeleteSetting, Nullable<Boolean>,
Nullable<Boolean>, Nullable<AutoRebuildSetting>, MachineLearningBuildContext,
String, Nullable<MachineLearningEnvironmentType>, String, MachineLearningInferenceContainerProperties,
IntellectualProperty, Nullable<MachineLearningOperatingSystemType>,
Nullable<RegistryAssetProvisioningState>, String)
|
Initializes a new instance of MachineLearningEnvironmentVersionProperties.
|
|
MachineLearningEnvironmentVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>,
Nullable<AutoRebuildSetting>, MachineLearningBuildContext, String,
Nullable<MachineLearningEnvironmentType>, String, MachineLearningInferenceContainerProperties,
Nullable<MachineLearningOperatingSystemType>, Nullable<RegistryAssetProvisioningState>,
String)
|
Environment version details.
|
|
MachineLearningError(ResponseError)
|
Initializes a new instance of MachineLearningError.
|
|
MachineLearningEstimatedVmPrice(Double, MachineLearningVmPriceOSType, MachineLearningVmTier)
|
The estimated price info for using a VM of a particular OS type, tier, etc.
|
|
MachineLearningEstimatedVmPrices(MachineLearningBillingCurrency, MachineLearningUnitOfMeasure, IEnumerable<MachineLearningEstimatedVmPrice>)
|
The estimated price info for using a VM.
|
|
MachineLearningFeatureData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningFeatureProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningFeatureProperties(String, IDictionary<String,String>, IDictionary<String,String>, Nullable<FeatureDataType>, String)
|
DTO object representing feature.
|
|
MachineLearningFeatureSetContainerData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningFeatureSetContainerProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningFeatureSetContainerProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, String,
String, Nullable<RegistryAssetProvisioningState>)
|
DTO object representing feature set.
|
|
MachineLearningFeatureSetJob(Nullable<DateTimeOffset>, String,
Nullable<TimeSpan>, String, FeatureWindow, String, Nullable<MachineLearningJobStatus>,
IReadOnlyDictionary<String,String>, Nullable<FeatureStoreJobType>)
|
Initializes a new instance of MachineLearningFeatureSetJob.
|
|
MachineLearningFeatureSetVersionData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningFeatureSetVersionProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningFeatureSetVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, AutoDeleteSetting, Nullable<Boolean>,
Nullable<Boolean>, IEnumerable<String>, MaterializationSettings,
Nullable<RegistryAssetProvisioningState>, String, String)
|
Initializes a new instance of MachineLearningFeatureSetVersionProperties.
|
|
MachineLearningFeatureSetVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>,
IEnumerable<String>, MaterializationSettings, Nullable<RegistryAssetProvisioningState>,
String, String)
|
|
MachineLearningFeatureStoreEntityContainerData(ResourceIdentifier,
String, ResourceType, SystemData, MachineLearningFeatureStoreEntityContainerProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningFeatureStoreEntityContainerProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, String,
String, Nullable<RegistryAssetProvisioningState>)
|
DTO object representing feature entity.
|
|
MachineLearningFeaturestoreEntityVersionData(ResourceIdentifier,
String, ResourceType, SystemData, MachineLearningFeatureStoreEntityVersionProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningFeatureStoreEntityVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, AutoDeleteSetting, Nullable<Boolean>,
Nullable<Boolean>, IEnumerable<IndexColumn>, Nullable<RegistryAssetProvisioningState>,
String)
|
Initializes a new instance of MachineLearningFeatureStoreEntityVersionProperties.
|
|
MachineLearningFeatureStoreEntityVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>,
IEnumerable<IndexColumn>, Nullable<RegistryAssetProvisioningState>,
String)
|
DTO object representing feature entity version.
|
|
MachineLearningFeaturizationSettings(String)
|
Featurization Configuration.
|
|
MachineLearningFlavorData(IDictionary<String,String>)
|
The MachineLearningFlavorData.
|
|
MachineLearningFlowModelJobInput(String, Nullable<MachineLearningInputDeliveryMode>, Uri)
|
The MachineLearningFlowModelJobInput.
|
|
MachineLearningFlowModelJobOutput(String, String, Nullable<MachineLearningOutputDeliveryMode>, Uri)
|
The MachineLearningFlowModelJobOutput.
|
|
MachineLearningForecasting(Nullable<MachineLearningLogVerbosity>,
String, MachineLearningTableJobInput, IEnumerable<String>, TableVerticalFeaturizationSettings,
TableVerticalLimitSettings, NCrossValidations, MachineLearningTableJobInput,
Nullable<Double>, MachineLearningTableJobInput, Nullable<Double>,
String, ForecastingSettings, Nullable<ForecastingPrimaryMetric>,
ForecastingTrainingSettings)
|
Forecasting task in AutoML Table vertical.
|
|
MachineLearningFqdnEndpoint(String, IEnumerable<MachineLearningFqdnEndpointDetail>)
|
The MachineLearningFqdnEndpoint.
|
|
MachineLearningFqdnEndpointDetail(Nullable<Int32>)
|
The MachineLearningFqdnEndpointDetail.
|
|
MachineLearningFqdnEndpoints(String, IEnumerable<MachineLearningFqdnEndpoint>)
|
The MachineLearningFqdnEndpoints.
|
|
MachineLearningFqdnEndpointsProperties(String, IEnumerable<MachineLearningFqdnEndpoint>)
|
Initializes a new instance of MachineLearningFqdnEndpointsProperties.
|
|
MachineLearningHDInsightCompute(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
MachineLearningHDInsightProperties)
|
Initializes a new instance of MachineLearningHDInsightCompute.
|
|
MachineLearningHDInsightProperties(Nullable<Int32>, IPAddress, MachineLearningVmSshCredentials)
|
HDInsight compute properties.
|
|
MachineLearningIdAssetReference(ResourceIdentifier)
|
Reference to an asset via its ARM resource ID.
|
|
MachineLearningIdentityConfiguration(String)
|
Base definition for identity configuration.
Please note this is the abstract base class. The derived classes available for instantiation are: AmlToken, MachineLearningManagedIdentity, and MachineLearningUserIdentity.
|
|
MachineLearningInferenceContainerProperties(MachineLearningInferenceContainerRoute,
MachineLearningInferenceContainerRoute, MachineLearningInferenceContainerRoute,
MachineLearningInferenceContainerRoute)
|
The MachineLearningInferenceContainerProperties.
|
|
MachineLearningInferenceContainerRoute(String, Int32)
|
The MachineLearningInferenceContainerRoute.
|
|
MachineLearningInstanceTypeSchema(IDictionary<String,String>, MachineLearningInstanceTypeSchemaResources)
|
Instance type schema.
|
|
MachineLearningInstanceTypeSchemaResources(IDictionary<String,String>, IDictionary<String,String>)
|
Resource requests/limits for this instance type.
|
|
MachineLearningJobData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningJobProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningJobInput(String, String)
|
Command job definition.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningTableJobInput, MachineLearningCustomModelJobInput, MachineLearningFlowModelJobInput, MachineLearningLiteralJobInput, MachineLearningTritonModelJobInput, MachineLearningUriFileJobInput, and MachineLearningUriFolderJobInput.
|
|
MachineLearningJobLimits(String, Nullable<TimeSpan>)
|
The MachineLearningJobLimits.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningCommandJobLimits and MachineLearningSweepJobLimits.
|
|
MachineLearningJobOutput(String, String)
|
Job output definition container information on where to find job output/logs.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningCustomModelJobOutput, MachineLearningFlowModelJobOutput, MachineLearningTableJobOutput, MachineLearningTritonModelJobOutput, MachineLearningUriFileJobOutput, and MachineLearningUriFolderJobOutput.
|
|
MachineLearningJobProperties(String, IDictionary<String,String>,
IDictionary<String,String>, ResourceIdentifier, ResourceIdentifier,
String, String, MachineLearningIdentityConfiguration, Nullable<Boolean>,
String, NotificationSetting, IDictionary<String,MachineLearningJobService>,
Nullable<MachineLearningJobStatus>)
|
Base definition for a job.
Please note this is the base class. The derived classes available for instantiation are: AutoMLJob, MachineLearningCommandJob, MachineLearningPipelineJob, SparkJob, and MachineLearningSweepJob.
|
|
MachineLearningJobProperties(String, IDictionary<String,String>,
IDictionary<String,String>, ResourceIdentifier, ResourceIdentifier,
String, String, MachineLearningIdentityConfiguration, Nullable<Boolean>,
String, NotificationSetting, IDictionary<String,SecretConfiguration>,
IDictionary<String,MachineLearningJobService>, Nullable<MachineLearningJobStatus>)
|
Initializes a new instance of MachineLearningJobProperties.
|
|
MachineLearningJobResourceConfiguration(Nullable<Int32>, String, IDictionary<String,BinaryData>, String, IEnumerable<String>, String)
|
The MachineLearningJobResourceConfiguration.
|
|
MachineLearningJobScheduleAction(MachineLearningJobProperties)
|
The MachineLearningJobScheduleAction.
|
|
MachineLearningJobService(String, String, String, JobNodes, Nullable<Int32>, IDictionary<String,String>, String)
|
Job endpoint definition.
|
|
MachineLearningKeyVaultProperties(String, String, ResourceIdentifier)
|
Customer Key vault properties.
|
|
MachineLearningKubernetesCompute(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
MachineLearningKubernetesProperties)
|
Initializes a new instance of MachineLearningKubernetesCompute.
|
|
MachineLearningKubernetesOnlineDeployment(MachineLearningCodeConfiguration,
String, String, IDictionary<String,String>, IDictionary<String,
String>, Nullable<Boolean>, DataCollector, Nullable<MachineLearningEgressPublicNetworkAccessType>,
String, MachineLearningProbeSettings, String, String, Nullable<MachineLearningDeploymentProvisioningState>,
MachineLearningProbeSettings, MachineLearningOnlineRequestSettings,
MachineLearningOnlineScaleSettings, MachineLearningContainerResourceRequirements)
|
Initializes a new instance of MachineLearningKubernetesOnlineDeployment.
|
|
MachineLearningKubernetesOnlineDeployment(MachineLearningCodeConfiguration,
String, String, IDictionary<String,String>, IDictionary<String,
String>, Nullable<Boolean>, DataCollector, Nullable<MachineLearningEgressPublicNetworkAccessType>,
String, MachineLearningProbeSettings, String, String, Nullable<MachineLearningDeploymentProvisioningState>,
MachineLearningProbeSettings, MachineLearningOnlineRequestSettings,
MachineLearningOnlineScaleSettings, MachineLearningProbeSettings,
MachineLearningContainerResourceRequirements)
|
Properties specific to a KubernetesOnlineDeployment.
|
|
MachineLearningKubernetesProperties(String, String, String, String, String, String, String, IDictionary<String,MachineLearningInstanceTypeSchema>)
|
Kubernetes properties.
|
|
MachineLearningLabelingJobData(ResourceIdentifier, String, ResourceType, SystemData, LabelingJobProperties)
|
Initializes a new instance of MachineLearningLabelingJobData.
|
|
MachineLearningLiteralJobInput(String, String)
|
Literal input type.
|
|
MachineLearningManagedIdentity(Nullable<Guid>, Nullable<Guid>, ResourceIdentifier)
|
Managed identity configuration.
|
|
MachineLearningManagedIdentityAuthTypeWorkspaceConnection(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
MachineLearningWorkspaceConnectionManagedIdentity)
|
The MachineLearningManagedIdentityAuthTypeWorkspaceConnection.
|
|
MachineLearningManagedOnlineDeployment(MachineLearningCodeConfiguration,
String, String, IDictionary<String,String>, IDictionary<String,
String>, Nullable<Boolean>, DataCollector, Nullable<MachineLearningEgressPublicNetworkAccessType>,
String, MachineLearningProbeSettings, String, String, Nullable<MachineLearningDeploymentProvisioningState>,
MachineLearningProbeSettings, MachineLearningOnlineRequestSettings,
MachineLearningOnlineScaleSettings, MachineLearningProbeSettings)
|
Properties specific to a ManagedOnlineDeployment.
|
|
MachineLearningManagedOnlineDeployment(MachineLearningCodeConfiguration,
String, String, IDictionary<String,String>, IDictionary<String,
String>, Nullable<Boolean>, DataCollector, Nullable<MachineLearningEgressPublicNetworkAccessType>,
String, MachineLearningProbeSettings, String, String, Nullable<MachineLearningDeploymentProvisioningState>,
MachineLearningProbeSettings, MachineLearningOnlineRequestSettings,
MachineLearningOnlineScaleSettings)
|
Initializes a new instance of MachineLearningManagedOnlineDeployment.
|
|
MachineLearningMarketplacePlan(String, String, String)
|
The MachineLearningMarketplacePlan.
|
|
MachineLearningMarketplaceSubscriptionData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningMarketplaceSubscriptionProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningMarketplaceSubscriptionProperties(MachineLearningMarketplacePlan,
Nullable<MarketplaceSubscriptionStatus>, String, Nullable<MarketplaceSubscriptionProvisioningState>)
|
The MachineLearningMarketplaceSubscriptionProperties.
|
|
MachineLearningModelContainerData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningModelContainerProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningModelContainerProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, String,
String, Nullable<RegistryAssetProvisioningState>)
|
The MachineLearningModelContainerProperties.
|
|
MachineLearningModelVersionData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningModelVersionProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningModelVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, AutoDeleteSetting, Nullable<Boolean>,
Nullable<Boolean>, IDictionary<String,MachineLearningFlavorData>,
IntellectualProperty, String, String, Uri, Nullable<RegistryAssetProvisioningState>,
String)
|
Initializes a new instance of MachineLearningModelVersionProperties.
|
|
MachineLearningModelVersionProperties(String, IDictionary<String,
String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>,
IDictionary<String,MachineLearningFlavorData>, String, String,
Uri, Nullable<RegistryAssetProvisioningState>, String, IEnumerable<DatasetReference>)
|
Model asset version details.
|
|
MachineLearningNodeStateCounts(Nullable<Int32>, Nullable<Int32>, Nullable<Int32>, Nullable<Int32>, Nullable<Int32>, Nullable<Int32>)
|
Counts of various compute node states on the amlCompute.
|
|
MachineLearningNoneAuthTypeWorkspaceConnection(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>)
|
The MachineLearningNoneAuthTypeWorkspaceConnection.
|
|
MachineLearningNoneDatastoreCredentials()
|
Empty/none datastore credentials.
|
|
MachineLearningNotebookPreparationError(String, Nullable<Int32>)
|
The MachineLearningNotebookPreparationError.
|
|
MachineLearningNotebookResourceInfo(String, Nullable<Boolean>, MachineLearningNotebookPreparationError, String)
|
The MachineLearningNotebookResourceInfo.
|
|
MachineLearningObjective(MachineLearningGoal, String)
|
Optimization objective.
|
|
MachineLearningOnlineDeploymentData(ResourceIdentifier, String,
ResourceType, SystemData, IDictionary<String,String>, AzureLocation,
MachineLearningOnlineDeploymentProperties, ManagedServiceIdentity,
String, MachineLearningSku)
|
Concrete tracked resource types can be created by aliasing this type using a specific property type.
|
|
MachineLearningOnlineDeploymentData(ResourceIdentifier, String,
ResourceType, SystemData, IDictionary<String,String>, AzureLocation,
ManagedServiceIdentity, String, MachineLearningOnlineDeploymentProperties,
MachineLearningSku)
|
Initializes a new instance of MachineLearningOnlineDeploymentData.
|
|
MachineLearningOnlineDeploymentPatch(IDictionary<String,String>, MachineLearningSkuPatch)
|
Strictly used in update requests.
|
|
MachineLearningOnlineDeploymentProperties(MachineLearningCodeConfiguration,
String, String, IDictionary<String,String>, IDictionary<String,
String>, Nullable<Boolean>, DataCollector, Nullable<MachineLearningEgressPublicNetworkAccessType>,
String, String, MachineLearningProbeSettings, String, String,
Nullable<MachineLearningDeploymentProvisioningState>, MachineLearningProbeSettings,
MachineLearningOnlineRequestSettings, MachineLearningOnlineScaleSettings,
MachineLearningProbeSettings)
|
The MachineLearningOnlineDeploymentProperties.
Please note this is the base class. The derived classes available for instantiation are: MachineLearningKubernetesOnlineDeployment and MachineLearningManagedOnlineDeployment.
|
|
MachineLearningOnlineDeploymentProperties(MachineLearningCodeConfiguration,
String, String, IDictionary<String,String>, IDictionary<String,
String>, Nullable<Boolean>, DataCollector, Nullable<MachineLearningEgressPublicNetworkAccessType>,
String, String, MachineLearningProbeSettings, String, String,
Nullable<MachineLearningDeploymentProvisioningState>, MachineLearningProbeSettings,
MachineLearningOnlineRequestSettings, MachineLearningOnlineScaleSettings)
|
Initializes a new instance of MachineLearningOnlineDeploymentProperties.
|
|
MachineLearningOnlineEndpointData(ResourceIdentifier, String,
ResourceType, SystemData, IDictionary<String,String>, AzureLocation,
MachineLearningOnlineEndpointProperties, ManagedServiceIdentity,
String, MachineLearningSku)
|
Concrete tracked resource types can be created by aliasing this type using a specific property type.
|
|
MachineLearningOnlineEndpointData(ResourceIdentifier, String,
ResourceType, SystemData, IDictionary<String,String>, AzureLocation,
ManagedServiceIdentity, String, MachineLearningOnlineEndpointProperties,
MachineLearningSku)
|
Initializes a new instance of MachineLearningOnlineEndpointData.
|
|
MachineLearningOnlineEndpointProperties(MachineLearningEndpointAuthMode,
String, MachineLearningEndpointAuthKeys, IDictionary<String,
String>, Uri, Uri, String, IDictionary<String,Int32>, Nullable<MachineLearningEndpointProvisioningState>,
Nullable<MachineLearningPublicNetworkAccessType>, IDictionary<String,
Int32>)
|
Online endpoint configuration.
|
|
MachineLearningOnlineRequestSettings(Nullable<Int32>, Nullable<TimeSpan>, Nullable<TimeSpan>)
|
Online deployment scoring requests configuration.
|
|
MachineLearningOnlineScaleSettings(String)
|
Online deployment scaling configuration.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningDefaultScaleSettings and MachineLearningTargetUtilizationScaleSettings.
|
|
MachineLearningOutboundRule(Nullable<OutboundRuleCategory>, Nullable<OutboundRuleStatus>, String, String, IEnumerable<String>)
|
Outbound Rule for the managed network of a machine learning workspace.
Please note this is the abstract base class. The derived classes available for instantiation are: FqdnOutboundRule, PrivateEndpointOutboundRule, and ServiceTagOutboundRule.
|
|
MachineLearningOutboundRuleBasicData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningOutboundRule)
|
Concrete proxy resource types can be created by aliasing this type using a specific property type.
|
|
MachineLearningOutputPathAssetReference(ResourceIdentifier, String)
|
Reference to an asset via its path in a job output.
|
|
MachineLearningPasswordDetail(String, String)
|
The MachineLearningPasswordDetail.
|
|
MachineLearningPatAuthTypeWorkspaceConnection(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
String)
|
|
MachineLearningPipelineJob(String, IDictionary<String,String>,
IDictionary<String,String>, ResourceIdentifier, ResourceIdentifier,
String, String, MachineLearningIdentityConfiguration, Nullable<Boolean>,
NotificationSetting, IDictionary<String,MachineLearningJobService>,
Nullable<MachineLearningJobStatus>, IDictionary<String,MachineLearningJobInput>,
IDictionary<String,BinaryData>, IDictionary<String,MachineLearningJobOutput>,
BinaryData, ResourceIdentifier)
|
Pipeline Job definition: defines generic to MFE attributes.
|
|
MachineLearningPipelineJob(String, IDictionary<String,String>,
IDictionary<String,String>, ResourceIdentifier, ResourceIdentifier,
String, String, MachineLearningIdentityConfiguration, Nullable<Boolean>,
NotificationSetting, IDictionary<String,SecretConfiguration>,
IDictionary<String,MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
IDictionary<String,MachineLearningJobInput>, IDictionary<String,
BinaryData>, IDictionary<String,MachineLearningJobOutput>, BinaryData,
ResourceIdentifier)
|
Initializes a new instance of MachineLearningPipelineJob.
|
|
MachineLearningPrivateEndpoint(ResourceIdentifier, ResourceIdentifier)
|
Initializes a new instance of MachineLearningPrivateEndpoint.
|
|
MachineLearningPrivateEndpointConnectionData(ResourceIdentifier,
String, ResourceType, SystemData, IDictionary<String,String>,
AzureLocation, ManagedServiceIdentity, MachineLearningSku, MachineLearningPrivateEndpoint,
MachineLearningPrivateLinkServiceConnectionState, Nullable<MachineLearningPrivateEndpointConnectionProvisioningState>)
|
Initializes a new instance of MachineLearningPrivateEndpointConnectionData.
|
|
MachineLearningPrivateEndpointConnectionData(ResourceIdentifier,
String, ResourceType, SystemData, MachineLearningPrivateEndpoint,
MachineLearningPrivateLinkServiceConnectionState, Nullable<MachineLearningPrivateEndpointConnectionProvisioningState>,
ManagedServiceIdentity, MachineLearningSku, String, IDictionary<String,
String>)
|
Initializes a new instance of MachineLearningPrivateEndpointConnectionData.
|
|
MachineLearningPrivateLinkResource(ResourceIdentifier, String,
ResourceType, SystemData, IDictionary<String,String>, AzureLocation,
ManagedServiceIdentity, String, IEnumerable<String>, IEnumerable<String>,
MachineLearningSku)
|
|
MachineLearningPrivateLinkServiceConnectionState(String, String, Nullable<MachineLearningPrivateEndpointServiceConnectionStatus>)
|
A collection of information about the state of the connection between service consumer and provider.
|
|
MachineLearningProbeSettings(Nullable<Int32>, Nullable<TimeSpan>, Nullable<TimeSpan>, Nullable<Int32>, Nullable<TimeSpan>)
|
Deployment container liveness/readiness probe configuration.
|
|
MachineLearningQuotaProperties(String, String, Nullable<Int64>, Nullable<MachineLearningQuotaUnit>)
|
The properties for Quota update or retrieval.
|
|
MachineLearningQuotaUpdateContent(IEnumerable<MachineLearningQuotaProperties>, Nullable<AzureLocation>)
|
Quota update parameters.
|
|
MachineLearningRecurrenceSchedule(IEnumerable<Int32>, IEnumerable<Int32>, IEnumerable<Int32>, IEnumerable<MachineLearningDayOfWeek>)
|
The MachineLearningRecurrenceSchedule.
|
|
MachineLearningRecurrenceTrigger(String, String, String, MachineLearningRecurrenceFrequency, Int32, MachineLearningRecurrenceSchedule)
|
The MachineLearningRecurrenceTrigger.
|
|
MachineLearningRegistryData(ResourceIdentifier, String, ResourceType,
SystemData, IDictionary<String,String>, AzureLocation, Uri, String,
Uri, IEnumerable<RegistryPrivateEndpointConnection>, String,
IEnumerable<RegistryRegionArmDetails>, ResourceIdentifier, IEnumerable<ManagedResourceGroupAssignedIdentities>,
ManagedServiceIdentity, String, MachineLearningSku)
|
|
MachineLearningRegistryPatch(ManagedServiceIdentity, MachineLearningSkuPatch, IDictionary<String,String>)
|
Strictly used in update requests.
|
|
MachineLearningResourceBase(String, IDictionary<String,String>, IDictionary<String,String>)
|
The MachineLearningResourceBase.
|
|
MachineLearningResourceConfiguration(Nullable<Int32>, String, IDictionary<String,BinaryData>)
|
The MachineLearningResourceConfiguration.
|
|
MachineLearningResourceName(String, String)
|
The Resource Name.
|
|
MachineLearningResourcePatch(IDictionary<String,String>)
|
Strictly used in update requests.
|
|
MachineLearningResourcePatchWithIdentity(IDictionary<String,String>, MachineLearningPartialManagedServiceIdentity)
|
Strictly used in update requests.
|
|
MachineLearningResourceQuota(String, String, String, MachineLearningResourceName, Nullable<Int64>, Nullable<MachineLearningQuotaUnit>)
|
Initializes a new instance of MachineLearningResourceQuota.
|
|
MachineLearningSasAuthTypeWorkspaceConnection(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
String)
|
|
MachineLearningSasDatastoreCredentials(MachineLearningSasDatastoreSecrets)
|
SAS datastore credentials configuration.
|
|
MachineLearningSasDatastoreSecrets(String)
|
Datastore SAS secrets.
|
|
MachineLearningScheduleAction(String)
|
The MachineLearningScheduleAction.
Please note this is the abstract base class. The derived classes available for instantiation are: CreateMonitorAction, MachineLearningEndpointScheduleAction, and MachineLearningJobScheduleAction.
|
|
MachineLearningScheduleBase(String, Nullable<MachineLearningScheduleProvisioningState>, Nullable<MachineLearningScheduleStatus>)
|
The MachineLearningScheduleBase.
|
|
MachineLearningScheduleData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningScheduleProperties)
|
Azure Resource Manager resource envelope.
|
|
MachineLearningScheduleProperties(String, IDictionary<String,
String>, IDictionary<String,String>, MachineLearningScheduleAction,
String, Nullable<Boolean>, Nullable<MachineLearningScheduleProvisioningStatus>,
MachineLearningTriggerBase)
|
Base definition of a schedule.
|
|
MachineLearningScriptReference(String, String, String, String)
|
Script reference.
|
|
MachineLearningScriptsToExecute(MachineLearningScriptReference, MachineLearningScriptReference)
|
Customized setup scripts.
|
|
MachineLearningServerlessEndpointData(ResourceIdentifier, String,
ResourceType, SystemData, IDictionary<String,String>, AzureLocation,
ServerlessEndpointProperties, ManagedServiceIdentity, String,
MachineLearningSku)
|
Concrete tracked resource types can be created by aliasing this type using a specific property type.
|
|
MachineLearningServerlessEndpointPatch(IDictionary<String,String>, MachineLearningPartialManagedServiceIdentity, MachineLearningSkuPatch)
|
Strictly used in update requests.
|
|
MachineLearningServicePrincipalDatastoreCredentials(Uri, Guid, Uri, MachineLearningServicePrincipalDatastoreSecrets, Guid)
|
Service Principal datastore credentials configuration.
|
|
MachineLearningServicePrincipalDatastoreSecrets(String)
|
Datastore Service Principal secrets.
|
|
MachineLearningSharedPrivateLinkResource(String, String, ResourceIdentifier, String, Nullable<EndpointServiceConnectionStatus>)
|
|
MachineLearningSku(String, Nullable<MachineLearningSkuTier>, String, String, Nullable<Int32>)
|
The resource model definition representing SKU.
|
|
MachineLearningSkuCapacity(Nullable<Int32>, Nullable<Int32>, Nullable<Int32>, Nullable<MachineLearningSkuScaleType>)
|
SKU capacity information.
|
|
MachineLearningSkuDetail(MachineLearningSkuCapacity, String, MachineLearningSkuSetting)
|
Fulfills ARM Contract requirement to list all available SKUS for a resource.
|
|
MachineLearningSkuPatch(Nullable<Int32>, String, String, String, Nullable<MachineLearningSkuTier>)
|
Common SKU definition.
|
|
MachineLearningSkuSetting(String, Nullable<MachineLearningSkuTier>)
|
SkuSetting fulfills the need for stripped down SKU info in ARM contract.
|
|
MachineLearningSslConfiguration(Nullable<MachineLearningSslConfigStatus>, String, String, String, String, Nullable<Boolean>)
|
The ssl configuration for scoring.
|
|
MachineLearningStackEnsembleSettings(BinaryData, Nullable<Double>, Nullable<MachineLearningStackMetaLearnerType>)
|
Advances setting to customize StackEnsemble run.
|
|
MachineLearningSweepJob(String, IDictionary<String,String>, IDictionary<String,
String>, ResourceIdentifier, ResourceIdentifier, String, String,
MachineLearningIdentityConfiguration, Nullable<Boolean>, NotificationSetting,
IDictionary<String,MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
MachineLearningEarlyTerminationPolicy, IDictionary<String,MachineLearningJobInput>,
MachineLearningSweepJobLimits, MachineLearningObjective, IDictionary<String,
MachineLearningJobOutput>, Nullable<JobTier>, SamplingAlgorithm,
BinaryData, MachineLearningTrialComponent)
|
|
MachineLearningSweepJob(String, IDictionary<String,String>, IDictionary<String,
String>, ResourceIdentifier, ResourceIdentifier, String, String,
MachineLearningIdentityConfiguration, Nullable<Boolean>, NotificationSetting,
IDictionary<String,SecretConfiguration>, IDictionary<String,
MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
MachineLearningEarlyTerminationPolicy, IDictionary<String,MachineLearningJobInput>,
MachineLearningSweepJobLimits, MachineLearningObjective, IDictionary<String,
MachineLearningJobOutput>, JobQueueSettings, SamplingAlgorithm,
BinaryData, MachineLearningTrialComponent)
|
Initializes a new instance of MachineLearningSweepJob.
|
|
MachineLearningSweepJobLimits(Nullable<TimeSpan>, Nullable<Int32>, Nullable<Int32>, Nullable<TimeSpan>)
|
Sweep Job limit class.
|
|
MachineLearningSynapseSpark(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
MachineLearningSynapseSparkProperties)
|
Initializes a new instance of MachineLearningSynapseSpark.
|
|
MachineLearningSynapseSparkProperties(MachineLearningAutoScaleProperties,
MachineLearningAutoPauseProperties, String, Nullable<Int32>,
String, String, String, String, String, String)
|
The MachineLearningSynapseSparkProperties.
|
|
MachineLearningTable(String, IDictionary<String,String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>, Uri, IEnumerable<Uri>)
|
MLTable data definition.
|
|
MachineLearningTableJobInput(String, Nullable<MachineLearningInputDeliveryMode>, Uri)
|
The MachineLearningTableJobInput.
|
|
MachineLearningTableJobOutput(String, String, Nullable<MachineLearningOutputDeliveryMode>, Uri)
|
The MachineLearningTableJobOutput.
|
|
MachineLearningTargetUtilizationScaleSettings(Nullable<Int32>, Nullable<Int32>, Nullable<TimeSpan>, Nullable<Int32>)
|
The MachineLearningTargetUtilizationScaleSettings.
|
|
MachineLearningTrainingSettings(Nullable<Boolean>, Nullable<Boolean>,
Nullable<Boolean>, Nullable<Boolean>, Nullable<Boolean>, Nullable<TimeSpan>,
MachineLearningStackEnsembleSettings)
|
Training related configuration.
|
|
MachineLearningTrialComponent(ResourceIdentifier, String, MachineLearningDistributionConfiguration,
ResourceIdentifier, IDictionary<String,String>, MachineLearningJobResourceConfiguration)
|
Trial component definition.
|
|
MachineLearningTriggerBase(String, String, String, String)
|
The MachineLearningTriggerBase.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningRecurrenceTrigger and CronTrigger.
|
|
MachineLearningTritonModelJobInput(String, Nullable<MachineLearningInputDeliveryMode>, Uri)
|
The MachineLearningTritonModelJobInput.
|
|
MachineLearningTritonModelJobOutput(String, String, Nullable<MachineLearningOutputDeliveryMode>, Uri)
|
The MachineLearningTritonModelJobOutput.
|
|
MachineLearningUriFileDataVersion(String, IDictionary<String,String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>, Uri)
|
uri-file data version entity.
|
|
MachineLearningUriFileJobInput(String, Nullable<MachineLearningInputDeliveryMode>, Uri)
|
The MachineLearningUriFileJobInput.
|
|
MachineLearningUriFileJobOutput(String, String, Nullable<MachineLearningOutputDeliveryMode>, Uri)
|
The MachineLearningUriFileJobOutput.
|
|
MachineLearningUriFolderDataVersion(String, IDictionary<String,String>, IDictionary<String,String>, Nullable<Boolean>, Nullable<Boolean>, Uri)
|
uri-folder data version entity.
|
|
MachineLearningUriFolderJobInput(String, Nullable<MachineLearningInputDeliveryMode>, Uri)
|
The MachineLearningUriFolderJobInput.
|
|
MachineLearningUriFolderJobOutput(String, String, Nullable<MachineLearningOutputDeliveryMode>, Uri)
|
The MachineLearningUriFolderJobOutput.
|
|
MachineLearningUsage(String, String, String, Nullable<MachineLearningUsageUnit>, Nullable<Int64>, Nullable<Int64>, MachineLearningUsageName)
|
Initializes a new instance of MachineLearningUsage.
|
|
MachineLearningUsageName(String, String)
|
The Usage Names.
|
|
MachineLearningUserAccountCredentials(String, String, String)
|
Settings for user account that gets created on each on the nodes of a compute.
|
|
MachineLearningUserFeature(String, String, String)
|
Features enabled for a workspace.
|
|
MachineLearningUserIdentity()
|
User identity configuration.
|
|
MachineLearningUsernamePasswordAuthTypeWorkspaceConnection(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
MachineLearningWorkspaceConnectionUsernamePassword)
|
The MachineLearningUsernamePasswordAuthTypeWorkspaceConnection.
|
|
MachineLearningVirtualMachineCompute(String, Nullable<MachineLearningProvisioningState>,
String, Nullable<DateTimeOffset>, Nullable<DateTimeOffset>, ResourceIdentifier,
IEnumerable<MachineLearningError>, Nullable<Boolean>, Nullable<Boolean>,
MachineLearningVirtualMachineProperties)
|
Initializes a new instance of MachineLearningVirtualMachineCompute.
|
|
MachineLearningVirtualMachineProperties(String, Nullable<Int32>, Nullable<Int32>, IPAddress, MachineLearningVmSshCredentials, Nullable<Boolean>)
|
The MachineLearningVirtualMachineProperties.
|
|
MachineLearningVirtualMachineSecrets(MachineLearningVmSshCredentials)
|
Secrets related to a Machine Learning compute based on AKS.
|
|
MachineLearningVmSize(String, String, Nullable<Int32>, Nullable<Int32>,
Nullable<Int32>, Nullable<Int32>, Nullable<Double>, Nullable<Boolean>,
Nullable<Boolean>, MachineLearningEstimatedVmPrices, IEnumerable<String>)
|
Initializes a new instance of MachineLearningVmSize.
|
|
MachineLearningVmSshCredentials(String, String, String, String)
|
Admin credentials for virtual machine.
|
|
MachineLearningWebhook(String, String)
|
Webhook base
Please note this is the abstract base class. The derived classes available for instantiation are: AzureDevOpsWebhook.
|
|
MachineLearningWorkspaceConnectionData(ResourceIdentifier, String, ResourceType, SystemData, MachineLearningWorkspaceConnectionProperties)
|
Concrete proxy resource types can be created by aliasing this type using a specific property type.
|
|
MachineLearningWorkspaceConnectionManagedIdentity(String, ResourceIdentifier)
|
The MachineLearningWorkspaceConnectionManagedIdentity.
|
|
MachineLearningWorkspaceConnectionPatch(MachineLearningWorkspaceConnectionProperties)
|
The properties that the machine learning workspace connection will be updated with.
|
|
MachineLearningWorkspaceConnectionProperties(String, Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, String, IDictionary<String,String>, IEnumerable<String>,
String, Nullable<MachineLearningValueFormat>)
|
Initializes a new instance of MachineLearningWorkspaceConnectionProperties.
|
|
MachineLearningWorkspaceConnectionProperties(String, Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>)
|
The MachineLearningWorkspaceConnectionProperties.
Please note this is the abstract base class. The derived classes available for instantiation are: AadAuthTypeWorkspaceConnectionProperties, AccessKeyAuthTypeWorkspaceConnectionProperties, AccountKeyAuthTypeWorkspaceConnectionProperties, ApiKeyAuthWorkspaceConnectionProperties, CustomKeysWorkspaceConnectionProperties, MachineLearningManagedIdentityAuthTypeWorkspaceConnection, MachineLearningNoneAuthTypeWorkspaceConnection, OAuth2AuthTypeWorkspaceConnectionProperties, MachineLearningPatAuthTypeWorkspaceConnection, MachineLearningSasAuthTypeWorkspaceConnection, ServicePrincipalAuthTypeWorkspaceConnectionProperties, and MachineLearningUsernamePasswordAuthTypeWorkspaceConnection.
|
|
MachineLearningWorkspaceConnectionUsernamePassword(String, String, String)
|
The MachineLearningWorkspaceConnectionUsernamePassword.
|
|
MachineLearningWorkspaceData(ResourceIdentifier, String, ResourceType,
SystemData, IDictionary<String,String>, AzureLocation, ManagedServiceIdentity,
String, MachineLearningSku, Nullable<Boolean>, String, IEnumerable<String>,
IEnumerable<String>, String, String, Uri, Nullable<Boolean>,
MachineLearningEncryptionSetting, IEnumerable<String>, FeatureStoreSettings,
String, Nullable<Boolean>, ResourceIdentifier, String, String,
IEnumerable<String>, ManagedNetworkSettings, Uri, MachineLearningNotebookResourceInfo,
String, IEnumerable<MachineLearningPrivateEndpointConnectionData>,
Nullable<Int32>, Nullable<MachineLearningProvisioningState>,
Nullable<MachineLearningPublicNetworkAccessType>, Nullable<Int32>,
String, IEnumerable<MachineLearningSharedPrivateLinkResource>,
Nullable<Int32>, String, IEnumerable<String>, Nullable<Boolean>,
String, Nullable<Guid>, Nullable<Boolean>, WorkspaceHubConfig,
String)
|
Initializes a new instance of MachineLearningWorkspaceData.
|
|
MachineLearningWorkspaceData(ResourceIdentifier, String, ResourceType,
SystemData, IDictionary<String,String>, AzureLocation, Nullable<Boolean>,
String, IEnumerable<String>, String, String, Uri, Nullable<Boolean>,
Nullable<Boolean>, MachineLearningEncryptionProperty, FeatureStoreSettings,
String, Nullable<Boolean>, ResourceIdentifier, String, String,
ManagedNetworkSettings, Uri, MachineLearningNotebookResourceInfo,
String, IEnumerable<MachineLearningPrivateEndpointConnectionData>,
Nullable<Int32>, Nullable<Boolean>, Nullable<MachineLearningProvisioningState>,
Nullable<PublicNetworkAccess>, ServerlessComputeSettings, String,
IEnumerable<MachineLearningSharedPrivateLinkResource>, String,
Nullable<Boolean>, Nullable<SystemDatastoresAuthMode>, Nullable<Guid>,
Nullable<Boolean>, WorkspaceHubConfig, String, Nullable<Int32>,
ManagedServiceIdentity, String, MachineLearningSku)
|
|
MachineLearningWorkspaceDiagnoseContent(MachineLearningWorkspaceDiagnoseProperties)
|
Parameters to diagnose a workspace.
|
|
MachineLearningWorkspaceDiagnoseProperties(IDictionary<String,
BinaryData>, IDictionary<String,BinaryData>, IDictionary<String,
BinaryData>, IDictionary<String,BinaryData>, IDictionary<String,
BinaryData>, IDictionary<String,BinaryData>, IDictionary<String,
BinaryData>, IDictionary<String,BinaryData>, IDictionary<String,
BinaryData>, IDictionary<String,BinaryData>)
|
The MachineLearningWorkspaceDiagnoseProperties.
|
|
MachineLearningWorkspaceDiagnoseResult(MachineLearningDiagnoseResultValue)
|
The MachineLearningWorkspaceDiagnoseResult.
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MachineLearningWorkspaceGetKeysResult(String, MachineLearningContainerRegistryCredentials,
MachineLearningWorkspaceGetNotebookKeysResult, String, String)
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The MachineLearningWorkspaceGetKeysResult.
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MachineLearningWorkspaceGetNotebookKeysResult(String, String)
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The MachineLearningWorkspaceGetNotebookKeysResult.
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MachineLearningWorkspaceGetStorageAccountKeysResult(String)
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The MachineLearningWorkspaceGetStorageAccountKeysResult.
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MachineLearningWorkspaceNotebookAccessTokenResult(String, Nullable<Int32>, String, String, String, String, String, String)
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The MachineLearningWorkspaceNotebookAccessTokenResult.
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MachineLearningWorkspacePatch(ManagedServiceIdentity, String,
String, String, Nullable<Boolean>, FeatureStoreSettings, String,
String, ManagedNetworkSettings, String, Nullable<PublicNetworkAccess>,
ServerlessComputeSettings, Nullable<SystemDatastoresAuthMode>,
Nullable<Boolean>, Nullable<Int32>, MachineLearningSku, IDictionary<String,
String>)
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MachineLearningWorkspacePropertiesPatch(String, String, String,
Nullable<Boolean>, String, FeatureStoreSettings, String, String,
ManagedNetworkSettings, String, Nullable<PublicNetworkAccess>,
ServerlessComputeSettings, Nullable<Int32>, Nullable<SystemDatastoresAuthMode>,
Nullable<Boolean>)
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MachineLearningWorkspaceQuotaStatusResult(IEnumerable<MachineLearningWorkspaceQuotaUpdate>, String)
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The result of update workspace quota.
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MachineLearningWorkspaceQuotaUpdate(String, String, Nullable<Int64>,
Nullable<MachineLearningQuotaUnit>, Nullable<MachineLearningWorkspaceQuotaStatus>)
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The properties for update Quota response.
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ManagedComputeIdentity(ManagedServiceIdentity)
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Managed compute identity definition.
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ManagedIdentityCredential(String, String, String, String, String)
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Credential for user managed identity.
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ManagedNetworkProvisionContent(Nullable<Boolean>)
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Managed Network Provisioning options for managed network of a machine learning workspace.
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ManagedNetworkProvisionStatus(Nullable<Boolean>, Nullable<ManagedNetworkStatus>)
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Status of the Provisioning for the managed network of a machine learning workspace.
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ManagedNetworkSettings(Nullable<Boolean>, Nullable<IsolationMode>,
String, IDictionary<String,MachineLearningOutboundRule>, ManagedNetworkProvisionStatus,
Nullable<FirewallSku>, Nullable<ManagedNetworkKind>, String)
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Managed Network settings for a machine learning workspace.
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ManagedResourceGroupAssignedIdentities(Nullable<Guid>)
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Details for managed resource group assigned identities.
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MaterializationSettings(NotificationSetting, String, MachineLearningRecurrenceTrigger,
IDictionary<String,String>, Nullable<MaterializationStoreType>)
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MedianStoppingPolicy(Nullable<Int32>, Nullable<Int32>)
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Defines an early termination policy based on running averages of the primary metric of all runs.
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ModelPackageResult(BaseEnvironmentSource, String, Nullable<PackageBuildState>,
IReadOnlyDictionary<String,String>, InferencingServer, IEnumerable<ModelPackageInput>,
Uri, ModelConfiguration, IReadOnlyDictionary<String,String>,
String)
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Initializes a new instance of ModelPackageResult.
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MonitorComputeConfigurationBase(String)
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Monitor compute configuration base definition.
Please note this is the abstract base class. The derived classes available for instantiation are: MonitorServerlessSparkCompute.
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MonitorComputeIdentityBase(String)
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Monitor compute identity base definition.
Please note this is the abstract base class. The derived classes available for instantiation are: AmlTokenComputeIdentity and ManagedComputeIdentity.
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MonitorDefinition(IEnumerable<String>, MonitorComputeConfigurationBase, MonitoringTarget, IDictionary<String,MonitoringSignalBase>)
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MonitoringFeatureFilterBase(String)
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The MonitoringFeatureFilterBase.
Please note this is the abstract base class. The derived classes available for instantiation are: MachineLearningAllFeatures, FeatureSubset, and TopNFeaturesByAttribution.
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MonitoringInputDataBase(IDictionary<String,String>, String, String, JobInputType, Uri)
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Monitoring input data base definition.
Please note this is the abstract base class. The derived classes available for instantiation are: FixedInputData, RollingInputData, and StaticInputData.
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MonitoringSignalBase(IEnumerable<MonitoringNotificationType>, IDictionary<String,String>, String)
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The MonitoringSignalBase.
Please note this is the abstract base class. The derived classes available for instantiation are: CustomMonitoringSignal, DataDriftMonitoringSignal, DataQualityMonitoringSignal, FeatureAttributionDriftMonitoringSignal, and PredictionDriftMonitoringSignal.
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MonitoringTarget(String, String, ModelTaskType)
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Monitoring target definition.
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MonitorServerlessSparkCompute(MonitorComputeIdentityBase, String, String)
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Monitor serverless spark compute definition.
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MountBindOptions(String, Nullable<Boolean>, String)
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The MountBindOptions.
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MpiDistributionConfiguration(Nullable<Int32>)
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MPI distribution configuration.
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NCrossValidations(String)
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N-Cross validations value.
Please note this is the abstract base class. The derived classes available for instantiation are: AutoNCrossValidations and CustomNCrossValidations.
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NlpVerticalLimitSettings(Nullable<Int32>, Nullable<Int32>, Nullable<TimeSpan>)
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Job execution constraints.
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NotificationSetting(IEnumerable<EmailNotificationEnableType>, IEnumerable<String>, IDictionary<String,MachineLearningWebhook>)
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Configuration for notification.
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NumericalDataDriftMetricThreshold(Nullable<Double>, NumericalDataDriftMetric)
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NumericalDataQualityMetricThreshold(Nullable<Double>, NumericalDataQualityMetric)
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NumericalPredictionDriftMetricThreshold(Nullable<Double>, NumericalPredictionDriftMetric)
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OAuth2AuthTypeWorkspaceConnectionProperties(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
WorkspaceConnectionOAuth2)
|
The OAuth2AuthTypeWorkspaceConnectionProperties.
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OneLakeArtifact(String, String)
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OneLake artifact (data source) configuration.
Please note this is the abstract base class. The derived classes available for instantiation are: LakeHouseArtifact.
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OneLakeDatastore(String, IDictionary<String,String>, IDictionary<String,
String>, MachineLearningDatastoreCredentials, IntellectualProperty,
Nullable<Boolean>, OneLakeArtifact, String, String, Nullable<MachineLearningServiceDataAccessAuthIdentity>)
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Initializes a new instance of OneLakeDatastore.
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OneLakeDatastore(String, IDictionary<String,String>, IDictionary<String,
String>, MachineLearningDatastoreCredentials, Nullable<Boolean>,
OneLakeArtifact, String, String, Nullable<MachineLearningServiceDataAccessAuthIdentity>)
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OneLake (Trident) datastore configuration.
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OSPatchingStatus(Nullable<PatchStatus>, String, Nullable<Boolean>, String, IEnumerable<MachineLearningError>)
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Returns metadata about the os patching.
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PendingUploadCredentialDto(String)
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The PendingUploadCredentialDto.
Please note this is the abstract base class. The derived classes available for instantiation are: SasCredentialDto.
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PendingUploadRequestDto(String, Nullable<PendingUploadType>)
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The PendingUploadRequestDto.
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PendingUploadResponseDto(BlobReferenceForConsumptionDto, String, Nullable<PendingUploadType>)
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The PendingUploadResponseDto.
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PredictionDriftMetricThresholdBase(String, Nullable<Double>)
|
|
PredictionDriftMonitoringSignal(IEnumerable<MonitoringNotificationType>,
IDictionary<String,String>, IDictionary<String,MonitoringFeatureDataType>,
IEnumerable<PredictionDriftMetricThresholdBase>, MonitoringInputDataBase,
MonitoringInputDataBase)
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The PredictionDriftMonitoringSignal.
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PrivateEndpointBase(ResourceIdentifier)
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Initializes a new instance of PrivateEndpointBase.
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PrivateEndpointDestination(ResourceIdentifier, Nullable<Boolean>, Nullable<OutboundRuleStatus>, String)
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Private Endpoint destination for a Private Endpoint Outbound Rule for the managed network of a machine learning workspace.
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PrivateEndpointOutboundRule(Nullable<OutboundRuleCategory>, Nullable<OutboundRuleStatus>,
String, IEnumerable<String>, PrivateEndpointDestination, IEnumerable<String>)
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Private Endpoint Outbound Rule for the managed network of a machine learning workspace.
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ProgressMetrics(Nullable<Int64>, Nullable<DateTimeOffset>, Nullable<Int64>, Nullable<Int64>)
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Initializes a new instance of ProgressMetrics.
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PyTorchDistributionConfiguration(Nullable<Int32>)
|
PyTorch distribution configuration.
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RandomSamplingAlgorithm(Nullable<RandomSamplingAlgorithmRule>, Nullable<Int32>)
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Defines a Sampling Algorithm that generates values randomly.
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RegistryAcrDetails(SystemCreatedAcrAccount)
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Details of ACR account to be used for the Registry.
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RegistryPrivateEndpointConnection(ResourceIdentifier, Nullable<AzureLocation>,
IEnumerable<String>, RegistryPrivateEndpoint, RegistryPrivateLinkServiceConnectionState,
String)
|
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RegistryPrivateLinkServiceConnectionState(String, String, Nullable<EndpointServiceConnectionStatus>)
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The connection state.
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RegistryRegionArmDetails(IEnumerable<RegistryAcrDetails>, Nullable<AzureLocation>, IEnumerable<StorageAccountDetails>)
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Details for each region the registry is in.
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RegressionTrainingSettings(Nullable<Boolean>, Nullable<Boolean>,
Nullable<Boolean>, Nullable<Boolean>, Nullable<Boolean>, Nullable<TimeSpan>,
MachineLearningStackEnsembleSettings, IEnumerable<AutoMLVerticalRegressionModel>,
IEnumerable<AutoMLVerticalRegressionModel>)
|
Regression Training related configuration.
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RollingInputData(IDictionary<String,String>, String, JobInputType, Uri, String, TimeSpan, TimeSpan)
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Rolling input data definition.
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SamplingAlgorithm(String)
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The Sampling Algorithm used to generate hyperparameter values, along with properties to
configure the algorithm
Please note this is the abstract base class. The derived classes available for instantiation are: BayesianSamplingAlgorithm, GridSamplingAlgorithm, and RandomSamplingAlgorithm.
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SasCredential(Uri)
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Access with full SAS uri.
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SasCredentialDto(Uri)
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The SasCredentialDto.
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SecretExpiry(Nullable<Boolean>, Nullable<Int32>)
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Secret expiration configuration.
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ServerlessComputeSettings(ResourceIdentifier, Nullable<Boolean>)
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The ServerlessComputeSettings.
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ServerlessEndpointProperties(ServerlessInferenceEndpointAuthMode,
Nullable<ContentSafetyStatus>, Nullable<ServerlessEndpointState>,
ServerlessInferenceEndpoint, String, String, Nullable<MachineLearningEndpointProvisioningState>)
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ServerlessInferenceEndpoint(IReadOnlyDictionary<String,String>, Uri)
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The ServerlessInferenceEndpoint.
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ServicePrincipalAuthTypeWorkspaceConnectionProperties(Nullable<MachineLearningConnectionCategory>,
ResourceIdentifier, String, Nullable<DateTimeOffset>, Nullable<WorkspaceConnectionGroup>,
Nullable<Boolean>, IDictionary<String,String>, Nullable<ManagedPERequirement>,
Nullable<ManagedPEStatus>, IEnumerable<String>, String, Nullable<Boolean>,
WorkspaceConnectionServicePrincipal)
|
The ServicePrincipalAuthTypeWorkspaceConnectionProperties.
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ServiceTagDestination(Nullable<NetworkingRuleAction>, IEnumerable<String>, String, String, String)
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Service Tag destination for a Service Tag Outbound Rule for the managed network of a machine learning workspace.
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ServiceTagOutboundRule(Nullable<OutboundRuleCategory>, Nullable<OutboundRuleStatus>, String, IEnumerable<String>, ServiceTagDestination)
|
Service Tag Outbound Rule for the managed network of a machine learning workspace.
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SparkJob(String, IDictionary<String,String>, IDictionary<String,
String>, ResourceIdentifier, ResourceIdentifier, String, String,
MachineLearningIdentityConfiguration, Nullable<Boolean>, NotificationSetting,
IDictionary<String,MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
IEnumerable<String>, String, ResourceIdentifier, IDictionary<String,
String>, SparkJobEntry, ResourceIdentifier, IDictionary<String,
String>, IEnumerable<String>, IDictionary<String,MachineLearningJobInput>,
IEnumerable<String>, IDictionary<String,MachineLearningJobOutput>,
IEnumerable<String>, Nullable<JobTier>, SparkResourceConfiguration)
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|
SparkJob(String, IDictionary<String,String>, IDictionary<String,
String>, ResourceIdentifier, ResourceIdentifier, String, String,
MachineLearningIdentityConfiguration, Nullable<Boolean>, NotificationSetting,
IDictionary<String,SecretConfiguration>, IDictionary<String,
MachineLearningJobService>, Nullable<MachineLearningJobStatus>,
IEnumerable<String>, String, String, IDictionary<String,String>,
SparkJobEntry, String, IEnumerable<String>, IDictionary<String,
MachineLearningJobInput>, IEnumerable<String>, IDictionary<String,
MachineLearningJobOutput>, IEnumerable<String>, JobQueueSettings,
SparkResourceConfiguration)
|
Initializes a new instance of SparkJob.
|
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SparkJobEntry(String)
|
Spark job entry point definition.
Please note this is the abstract base class. The derived classes available for instantiation are: SparkJobPythonEntry and SparkJobScalaEntry.
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SparkJobPythonEntry(String)
|
The SparkJobPythonEntry.
|
|
SparkJobScalaEntry(String)
|
The SparkJobScalaEntry.
|
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SparkResourceConfiguration(String, String)
|
The SparkResourceConfiguration.
|
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StaticInputData(IDictionary<String,String>, String, JobInputType, Uri, String, DateTimeOffset, DateTimeOffset)
|
Static input data definition.
|
|
StorageAccountDetails(SystemCreatedStorageAccount)
|
Details of storage account to be used for the Registry.
|
|
SystemCreatedAcrAccount(String, String, ResourceIdentifier)
|
|
SystemCreatedStorageAccount(Nullable<Boolean>, ResourceIdentifier, Nullable<Boolean>, String, String)
|
|
TableVerticalFeaturizationSettings(String, IEnumerable<BlockedTransformer>,
IDictionary<String,String>, Nullable<Boolean>, Nullable<MachineLearningFeaturizationMode>,
IDictionary<String,IList<ColumnTransformer>>)
|
Featurization Configuration.
|
|
TableVerticalLimitSettings(Nullable<Boolean>, Nullable<Double>,
Nullable<Int32>, Nullable<Int32>, Nullable<Int32>, Nullable<TimeSpan>,
Nullable<TimeSpan>)
|
Job execution constraints.
|
|
TargetLags(String)
|
The number of past periods to lag from the target column.
Please note this is the abstract base class. The derived classes available for instantiation are: AutoTargetLags and CustomTargetLags.
|
|
TargetRollingWindowSize(String)
|
Forecasting target rolling window size.
Please note this is the abstract base class. The derived classes available for instantiation are: AutoTargetRollingWindowSize and CustomTargetRollingWindowSize.
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|
TensorFlowDistributionConfiguration(Nullable<Int32>, Nullable<Int32>)
|
TensorFlow distribution configuration.
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TextClassification(Nullable<MachineLearningLogVerbosity>, String,
MachineLearningTableJobInput, String, NlpVerticalLimitSettings,
MachineLearningTableJobInput, Nullable<ClassificationPrimaryMetric>)
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|
TextClassificationMultilabel(Nullable<MachineLearningLogVerbosity>,
String, MachineLearningTableJobInput, Nullable<ClassificationMultilabelPrimaryMetric>,
String, NlpFixedParameters, NlpVerticalLimitSettings, IEnumerable<NlpParameterSubspace>,
NlpSweepSettings, MachineLearningTableJobInput)
|
Initializes a new instance of TextClassificationMultilabel.
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|
TextClassificationMultilabel(Nullable<MachineLearningLogVerbosity>,
String, MachineLearningTableJobInput, String, NlpVerticalLimitSettings,
MachineLearningTableJobInput, Nullable<ClassificationMultilabelPrimaryMetric>)
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|
TextNer(Nullable<MachineLearningLogVerbosity>, String, MachineLearningTableJobInput,
Nullable<ClassificationPrimaryMetric>, String, NlpFixedParameters,
NlpVerticalLimitSettings, IEnumerable<NlpParameterSubspace>,
NlpSweepSettings, MachineLearningTableJobInput)
|
Initializes a new instance of TextNer.
|
|
TextNer(Nullable<MachineLearningLogVerbosity>, String, MachineLearningTableJobInput,
String, NlpVerticalLimitSettings, MachineLearningTableJobInput,
Nullable<ClassificationPrimaryMetric>)
|
|
TopNFeaturesByAttribution(Nullable<Int32>)
|
The TopNFeaturesByAttribution.
|
|
TruncationSelectionPolicy(Nullable<Int32>, Nullable<Int32>, Nullable<Int32>)
|
Defines an early termination policy that cancels a given percentage of runs at each evaluation interval.
|
|
VolumeDefinition(Nullable<VolumeDefinitionType>, Nullable<Boolean>, String, String, String, MountBindOptions, Nullable<Boolean>, Nullable<Int32>)
|
|
WorkspaceConnectionAccessKey(String, String)
|
The WorkspaceConnectionAccessKey.
|
|
WorkspaceConnectionOAuth2(Uri, Nullable<Guid>, String, String, String, String, Nullable<Guid>, String)
|
ClientId and ClientSecret are required. Other properties are optional
depending on each OAuth2 provider's implementation.
|
|
WorkspaceConnectionServicePrincipal(String, String, Nullable<Guid>)
|
The WorkspaceConnectionServicePrincipal.
|
|
WorkspaceHubConfig(IEnumerable<String>, String)
|
WorkspaceHub's configuration object.
|
