Word2Vec

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1. final def !=(arg0: Any): Boolean

   

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2. final def ##(): Int

   

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3. final def ==(arg0: Any): Boolean

   

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4. final def asInstanceOf[T0]: T0

   

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5. def clone(): AnyRef

   

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6. def convertWord(str: String, lowercase: Boolean = false): String

   

7. final def eq(arg0: AnyRef): Boolean

   

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8. def equals(arg0: Any): Boolean

   

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9. def finalize(): Unit

   

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10. final def getClass(): Class[_]

    

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11. def hashCode(): Int

    

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12. val hyphenPattern: Pattern

    

13. final def isInstanceOf[T0]: Boolean

    

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14. def loadBansalVectorsForVocabulary(word2vecPath: String, voc: Set[String], inputVectorBias: Boolean): HashMap[String, Array[Float]]

    

15. def loadVectorsForVocabulary(word2vecPath: String, voc: Set[String], inputVectorBias: Boolean): HashMap[String, Array[Float]]

    

    Loads vectors for a vocabulary from word2vec, with OOV words having random vectors generated for them.

16. def makeRandomVectorsForVocabulary(voc: Set[String], dim: Int, inputVectorBias: Boolean): HashMap[String, Array[Float]]

    

17. final def ne(arg0: AnyRef): Boolean

    

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18. final def notify(): Unit

    

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19. final def notifyAll(): Unit

    

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20. def readBansalEmbeddings(embeddingsPath: String, words: Set[String], inputVectorBias: Boolean): HashMap[String, Array[Float]]

    

21. def readWord2Vec(word2VecPath: String, words: Set[String], inputVectorBias: Boolean): HashMap[String, Array[Float]]

    

    Reads the vectors in words from the given word2vec path and augments with a bias feature if necessary.

    Reads the vectors in words from the given word2vec path and augments with a bias feature if necessary. The returned map does not include entries for words that are not in the w2v file.

22. def smartLoadVectorsForVocabulary(word2vecPaths: Seq[String], voc: Set[String], vocCounts: Counter[String, Double] = Counter[String,Double], maxVectorLen: Int = Int.MaxValue, inputVectorBias: Boolean, randomizeUnks: Boolean = true): HashMap[String, Array[Float]]

    

    Loads vectors from one or more sources in word2vecPaths; these might be in word2vec format (should end in .bin) or C+W/Bansal format (should end in .txt).

    Loads vectors from one or more sources in word2vecPaths; these might be in word2vec format (should end in .bin) or C+W/Bansal format (should end in .txt).

    For each word, vectors are appended from each source. If at least one source is present, others are zeroes. Otherwise, it gets a random vector.

23. final def synchronized[T0](arg0: ⇒ T0): T0

    

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24. def toString(): String

    

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25. final def wait(): Unit

    

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26. final def wait(arg0: Long, arg1: Int): Unit

    

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27. final def wait(arg0: Long): Unit

    

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