Class GoogleCloudAiplatformV1beta1Examples

Example-based explainability that returns the nearest neighbors from the provided dataset.

Inheritance

object

GoogleCloudAiplatformV1beta1Examples

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1Examples : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

ExampleGcsSource

The Cloud Storage input instances.

Declaration

[JsonProperty("exampleGcsSource")]
public virtual GoogleCloudAiplatformV1beta1ExamplesExampleGcsSource ExampleGcsSource { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ExamplesExampleGcsSource

GcsSource

The Cloud Storage locations that contain the instances to be indexed for approximate nearest neighbor search.

Declaration

[JsonProperty("gcsSource")]
public virtual GoogleCloudAiplatformV1beta1GcsSource GcsSource { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1GcsSource

NearestNeighborSearchConfig

The full configuration for the generated index, the semantics are the same as metadata and should match NearestNeighborSearchConfig.

Declaration

[JsonProperty("nearestNeighborSearchConfig")]
public virtual object NearestNeighborSearchConfig { get; set; }

Property Value

Type	Description
object

NeighborCount

The number of neighbors to return when querying for examples.

Declaration

[JsonProperty("neighborCount")]
public virtual int? NeighborCount { get; set; }

Property Value

Type	Description
int?

Presets

Simplified preset configuration, which automatically sets configuration values based on the desired query speed-precision trade-off and modality.

Declaration

[JsonProperty("presets")]
public virtual GoogleCloudAiplatformV1beta1Presets Presets { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1Presets

Implements

IDirectResponseSchema