Class CustomWordEmbedding
java.lang.Object
org.elasticsearch.client.ml.inference.preprocessing.CustomWordEmbedding
- All Implemented Interfaces:
NamedXContentObject
,PreProcessor
,org.elasticsearch.xcontent.ToXContent
,org.elasticsearch.xcontent.ToXContentObject
This is a pre-processor that embeds text into a numerical vector.
It calculates a set of features based on script type, ngram hashes, and most common script values.
The features are then concatenated with specific quantization scales and weights into a vector of length 80.
This is a fork and a port of: https://github.com/google/cld3/blob/06f695f1c8ee530104416aab5dcf2d6a1414a56a/src/embedding_network.cc
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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
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Field Summary
Modifier and TypeFieldDescriptionstatic final String
static final org.elasticsearch.xcontent.ConstructingObjectParser<CustomWordEmbedding,
Void> Fields inherited from interface org.elasticsearch.xcontent.ToXContent
EMPTY_PARAMS
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Method Summary
Modifier and TypeMethodDescriptionboolean
static CustomWordEmbedding
fromXContent
(org.elasticsearch.xcontent.XContentParser parser) 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
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Field Details
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NAME
- See Also:
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PARSER
public static final org.elasticsearch.xcontent.ConstructingObjectParser<CustomWordEmbedding,Void> PARSER
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Method Details
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fromXContent
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getName
- Specified by:
getName
in interfaceNamedXContentObject
- Specified by:
getName
in interfacePreProcessor
- Returns:
- The name of the pre-processor
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toXContent
public org.elasticsearch.xcontent.XContentBuilder toXContent(org.elasticsearch.xcontent.XContentBuilder builder, org.elasticsearch.xcontent.ToXContent.Params params) throws IOException - Specified by:
toXContent
in interfaceorg.elasticsearch.xcontent.ToXContent
- Throws:
IOException
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equals
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hashCode
public int hashCode()
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