Trait/Object

org.clulab.embeddings

WordEmbeddingMap

Related Docs: object WordEmbeddingMap | package embeddings

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trait WordEmbeddingMap extends AnyRef

Basic functionality required by all implementations of word embeddings

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Abstract Value Members

  1. abstract def avgSimilarity(text1: Iterable[String], text2: Iterable[String]): Float

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  2. abstract def dim: Int

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    The dimension (width) of an embedding vector

  3. abstract def get(word: String): Option[IndexedSeq[Float]]

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    Retrieves the embedding for this word, if it exists in the map

  4. abstract def getOrElseUnknown(word: String): IndexedSeq[Float]

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    Retrieves the embedding for this word; if it doesn't exist in the map uses the unknown embedding instead.

    Retrieves the embedding for this word; if it doesn't exist in the map uses the unknown embedding instead. That embedding is defined in the vector file. If it is needed, but doesn't exist, a RuntimeException is thrown.

  5. abstract def isOutOfVocabulary(word: String): Boolean

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  6. abstract def keys: Set[String]

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    Returns all keys presented in the map, excluding the key for the unknown token

  7. abstract def makeCompositeVector(text: Iterable[String]): Array[Float]

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  8. abstract def makeCompositeVectorWeighted(text: Iterable[String], weights: Iterable[Float]): Array[Float]

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  9. abstract def save(filename: String): Unit

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    Save this object in binary format.

  10. abstract def unknownEmbedding: IndexedSeq[Float]

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    The embedding corresponding to the unknown token

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

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