WordVectorSerializer |
This is utility class, providing various methods for WordVectors serialization
List of available serialization methods (please keep this list consistent with source code):
Serializers for Word2Vec:
WordVectorSerializer.writeWordVectors(WeightLookupTable, File)
WordVectorSerializer.writeWordVectors(WeightLookupTable, OutputStream)
WordVectorSerializer.writeWord2VecModel(Word2Vec, File)
WordVectorSerializer.writeWord2VecModel(Word2Vec, String)
WordVectorSerializer.writeWord2VecModel(Word2Vec, OutputStream)
Deserializers for Word2Vec:
WordVectorSerializer.readWord2VecModel(File)
WordVectorSerializer.readWord2VecModel(String)
WordVectorSerializer.readWord2VecModel(File, boolean)
WordVectorSerializer.readWord2VecModel(String, boolean)
WordVectorSerializer.readAsBinaryNoLineBreaks(File)
WordVectorSerializer.readAsBinary(File)
WordVectorSerializer.readAsCsv(File)
WordVectorSerializer.readBinaryModel(File, boolean, boolean)
WordVectorSerializer.readWord2VecFromText(File, File, File, File, VectorsConfiguration)
WordVectorSerializer.readWord2Vec(String, boolean)
WordVectorSerializer.readWord2Vec(File, boolean)
WordVectorSerializer.readWord2Vec(InputStream, boolean)
Serializers for ParaVec:
WordVectorSerializer.writeParagraphVectors(ParagraphVectors, File)
WordVectorSerializer.writeParagraphVectors(ParagraphVectors, String)
WordVectorSerializer.writeParagraphVectors(ParagraphVectors, OutputStream)
Deserializers for ParaVec:
WordVectorSerializer.readParagraphVectors(File)
WordVectorSerializer.readParagraphVectors(String)
WordVectorSerializer.readParagraphVectors(InputStream)
Serializers for GloVe:
WordVectorSerializer.writeWordVectors(Glove, File)
WordVectorSerializer.writeWordVectors(Glove, String)
WordVectorSerializer.writeWordVectors(Glove, OutputStream)
Adapters
WordVectorSerializer.fromTableAndVocab(WeightLookupTable, VocabCache)
WordVectorSerializer.fromPair(Pair)
WordVectorSerializer.loadTxt(File)
Serializers to tSNE format
WordVectorSerializer.writeTsneFormat(Glove, INDArray, File)
WordVectorSerializer.writeTsneFormat(Word2Vec, INDArray, File)
FastText serializer:
WordVectorSerializer.writeWordVectors(FastText, File)
FastText deserializer:
WordVectorSerializer.readWordVectors(File)
SequenceVectors serializers:
WordVectorSerializer.writeSequenceVectors(SequenceVectors, OutputStream)
WordVectorSerializer.writeSequenceVectors(SequenceVectors, SequenceElementFactory, File)
WordVectorSerializer.writeSequenceVectors(SequenceVectors, SequenceElementFactory, String)
WordVectorSerializer.writeSequenceVectors(SequenceVectors, SequenceElementFactory, OutputStream)
WordVectorSerializer.writeLookupTable(WeightLookupTable, File)
WordVectorSerializer.writeVocabCache(VocabCache, File)
WordVectorSerializer.writeVocabCache(VocabCache, OutputStream)
SequenceVectors deserializers:
WordVectorSerializer.readSequenceVectors(File, boolean)
WordVectorSerializer.readSequenceVectors(String, boolean)
WordVectorSerializer.readSequenceVectors(SequenceElementFactory, File)
WordVectorSerializer.readSequenceVectors(InputStream, boolean)
WordVectorSerializer.readSequenceVectors(SequenceElementFactory, InputStream)
WordVectorSerializer.readLookupTable(File)
WordVectorSerializer.readLookupTable(InputStream)
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