Package org.elasticsearch.client.ml.inference.trainedmodel.langident

Class LangIdentNeuralNetwork

java.lang.Object
org.elasticsearch.client.ml.inference.trainedmodel.langident.LangIdentNeuralNetwork
All Implemented Interfaces:
NamedXContentObject, TrainedModel, org.elasticsearch.xcontent.ToXContent, org.elasticsearch.xcontent.ToXContentObject
public class LangIdentNeuralNetwork extends Object implements TrainedModel
Shallow, fully connected, feed forward NN modeled after and ported from https://github.com/google/cld3

  • Nested Class Summary

    Nested classes/interfaces inherited from interface org.elasticsearch.xcontent.ToXContent

    org.elasticsearch.xcontent.ToXContent.DelegatingMapParams, org.elasticsearch.xcontent.ToXContent.MapParams, org.elasticsearch.xcontent.ToXContent.Params

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final org.elasticsearch.xcontent.ParseField
    EMBEDDED_VECTOR_FEATURE_NAME
     
    static final org.elasticsearch.xcontent.ParseField
    HIDDEN_LAYER
     
    static final String
    NAME
     
    static final org.elasticsearch.xcontent.ConstructingObjectParser<LangIdentNeuralNetwork,Void>
    PARSER
     
    static final org.elasticsearch.xcontent.ParseField
    SOFTMAX_LAYER
     

    Fields inherited from interface org.elasticsearch.xcontent.ToXContent

    EMPTY_PARAMS

  • Method Summary

    Modifier and Type
    Method
    Description
    boolean
    equals(Object o)
     
    static LangIdentNeuralNetwork
    fromXContent(org.elasticsearch.xcontent.XContentParser parser)
     
    List<String>
    getFeatureNames()
     
    String
    getName()
     
    int
    hashCode()
     
    org.elasticsearch.xcontent.XContentBuilder
    toXContent(org.elasticsearch.xcontent.XContentBuilder builder, org.elasticsearch.xcontent.ToXContent.Params params)
     

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait

    Methods inherited from interface org.elasticsearch.xcontent.ToXContentObject

    isFragment

  • Field Details

    • NAME

      public static final String NAME
      See Also:

    • EMBEDDED_VECTOR_FEATURE_NAME

      public static final org.elasticsearch.xcontent.ParseField EMBEDDED_VECTOR_FEATURE_NAME

    • HIDDEN_LAYER

      public static final org.elasticsearch.xcontent.ParseField HIDDEN_LAYER

    • SOFTMAX_LAYER

      public static final org.elasticsearch.xcontent.ParseField SOFTMAX_LAYER

    • PARSER

      public static final org.elasticsearch.xcontent.ConstructingObjectParser<LangIdentNeuralNetwork,Void> PARSER

  • Method Details

    • fromXContent

      public static LangIdentNeuralNetwork fromXContent(org.elasticsearch.xcontent.XContentParser parser)

    • getFeatureNames

      public List<String> getFeatureNames()
      Specified by:
      getFeatureNames in interface TrainedModel
      Returns:
      List of featureNames expected by the model. In the order that they are expected

    • getName

      public String getName()
      Specified by:
      getName in interface NamedXContentObject
      Specified by:
      getName in interface TrainedModel
      Returns:
      The name of the model

    • toXContent

      public org.elasticsearch.xcontent.XContentBuilder toXContent(org.elasticsearch.xcontent.XContentBuilder builder, org.elasticsearch.xcontent.ToXContent.Params params) throws IOException
      Specified by:
      toXContent in interface org.elasticsearch.xcontent.ToXContent
      Throws:
      IOException

    • equals

      public boolean equals(Object o)
      Overrides:
      equals in class Object

    • hashCode

      public int hashCode()
      Overrides:
      hashCode in class Object