cc.factorie.app.nlp.embeddings

SkipGramNegSamplingEmbeddingModel

class SkipGramNegSamplingEmbeddingModel extends WordEmbeddingModel

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WordEmbeddingModel, model.Parameters, AnyRef, Any
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  1. SkipGramNegSamplingEmbeddingModel
  2. WordEmbeddingModel
  3. Parameters
  4. AnyRef
  5. Any
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Instance Constructors

  1. new SkipGramNegSamplingEmbeddingModel(opts: EmbeddingOpts)

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. val D: Int

    Definition Classes
    WordEmbeddingModel

  7. var V: Int

    Definition Classes
    WordEmbeddingModel

  8. def Weights(t4: ⇒ Tensor4): Weights4

    Definition Classes
    Parameters

  9. def Weights(t3: ⇒ Tensor3): Weights3

    Definition Classes
    Parameters

  10. def Weights(t2: ⇒ Tensor2): Weights2

    Definition Classes
    Parameters

  11. def Weights(t1: ⇒ Tensor1): Weights1

    Definition Classes
    Parameters

  12. val adaGradDelta: Double

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  13. val adaGradRate: Double

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  14. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  15. def buildVocab(minFreq: Int = 5): Unit

    Definition Classes
    WordEmbeddingModel

  16. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  17. val corpus: String

    Definition Classes
    WordEmbeddingModel

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

    Definition Classes
    AnyRef

  19. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  20. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

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

    Definition Classes
    AnyRef → Any

  22. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  23. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  24. def learnEmbeddings(): Unit

    Definition Classes
    WordEmbeddingModel

  25. val maxCount: Int

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  26. val minCount: Int

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

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

    Definition Classes
    AnyRef

  28. val negative: Int

  29. final def notify(): Unit

    Definition Classes
    AnyRef

  30. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  31. var optimizer: AdaGradRDA

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  32. val opts: EmbeddingOpts

    Definition Classes
    SkipGramNegSamplingEmbeddingModel → WordEmbeddingModel

  33. val outputFile: String

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  34. val parameters: WeightsSet

    Definition Classes
    Parameters

  35. def process(doc: String): Int

    Definition Classes
    SkipGramNegSamplingEmbeddingModel → WordEmbeddingModel

  36. val rng: Random

  37. val sample: Double

  38. val samplingTableSize: Int

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  39. def store(): Unit

    Definition Classes
    WordEmbeddingModel

  40. def subSample(word: Int): Int

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

    Definition Classes
    AnyRef

  42. val threads: Int

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  43. def toString(): String

    Definition Classes
    AnyRef → Any

  44. var trainer: LiteHogwildTrainer

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  45. var vocab: VocabBuilder

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  46. val vocabHashSize: Int

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

  47. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  50. var weights: Seq[Weights]

    Definition Classes
    WordEmbeddingModel

  51. val window: Int

  52. def workerThread(id: Int): Unit

    Attributes
    protected
    Definition Classes
    WordEmbeddingModel

Inherited from WordEmbeddingModel

Inherited from model.Parameters

Inherited from AnyRef

Inherited from Any

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