Class CustomWordEmbedding
java.lang.Object
org.elasticsearch.client.ml.inference.preprocessing.CustomWordEmbedding
- All Implemented Interfaces:
NamedXContentObject
,PreProcessor
,org.elasticsearch.common.xcontent.ToXContent
,org.elasticsearch.common.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.common.xcontent.ToXContent
org.elasticsearch.common.xcontent.ToXContent.DelegatingMapParams, org.elasticsearch.common.xcontent.ToXContent.MapParams, org.elasticsearch.common.xcontent.ToXContent.Params
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Field Summary
Modifier and TypeFieldDescriptionstatic String
static org.elasticsearch.common.xcontent.ConstructingObjectParser<CustomWordEmbedding,Void>
Fields inherited from interface org.elasticsearch.common.xcontent.ToXContent
EMPTY_PARAMS
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Method Summary
Modifier and TypeMethodDescriptionboolean
static CustomWordEmbedding
fromXContent(org.elasticsearch.common.xcontent.XContentParser parser)
getName()
int
hashCode()
org.elasticsearch.common.xcontent.XContentBuilder
toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.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.common.xcontent.ToXContentObject
isFragment
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Field Details
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NAME
- See Also:
- Constant Field Values
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PARSER
public static final org.elasticsearch.common.xcontent.ConstructingObjectParser<CustomWordEmbedding,Void> PARSER
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Method Details
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fromXContent
public static CustomWordEmbedding fromXContent(org.elasticsearch.common.xcontent.XContentParser parser) -
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.common.xcontent.XContentBuilder toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params) throws IOException- Specified by:
toXContent
in interfaceorg.elasticsearch.common.xcontent.ToXContent
- Throws:
IOException
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equals
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hashCode
public int hashCode()
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