Trait

com.johnsnowlabs.nlp

HasWordEmbeddings

Related Doc: package nlp

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trait HasWordEmbeddings extends AutoCloseable with ParamsAndFeaturesWritable

Base class for models that uses Word Embeddings. This implementation is based on RocksDB so it has a compact RAM usage

Corresponding Approach have to implement AnnotatorWithWordEmbeddings

Linear Supertypes
ParamsAndFeaturesWritable, HasFeatures, Params, Serializable, Serializable, Identifiable, DefaultParamsWritable, MLWritable, AutoCloseable, AnyRef, Any
Known Subclasses
AssertionDLModel, AssertionLogRegModel, NerCrfModel, NerDLModel
Ordering
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Inherited
  1. HasWordEmbeddings
  2. ParamsAndFeaturesWritable
  3. HasFeatures
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. DefaultParamsWritable
  9. MLWritable
  10. AutoCloseable
  11. AnyRef
  12. Any
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Visibility
  1. Public
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    AnyRef → Any

  2. final def ##(): Int

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    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
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    Params

  4. def $$[T](feature: StructFeature[T]): T

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    Attributes
    protected
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    HasFeatures

  5. def $$[K, V](feature: MapFeature[K, V]): Map[K, V]

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    Attributes
    protected
    Definition Classes
    HasFeatures

  6. def $$[T](feature: SetFeature[T]): Set[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures

  7. def $$[T](feature: ArrayFeature[T]): Array[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures

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

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    Definition Classes
    AnyRef → Any

  9. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  10. final def clear(param: Param[_]): HasWordEmbeddings.this.type

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    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. def close(): Unit

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    Definition Classes
    HasWordEmbeddings → AutoCloseable

  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
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    Params

  14. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
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    Params

  15. def deserializeEmbeddings(path: String, spark: SparkContext): Unit

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  16. def embeddings: Option[WordEmbeddings]

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

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    Definition Classes
    AnyRef

  18. def equals(arg0: Any): Boolean

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    AnyRef → Any

  19. def explainParam(param: Param[_]): String

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    Params

  20. def explainParams(): String

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    Definition Classes
    Params

  21. final def extractParamMap(): ParamMap

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    Params

  22. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  23. val features: ArrayBuffer[Feature[_, _, _]]

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    Definition Classes
    HasFeatures

  24. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

  25. def get[T](feature: StructFeature[T]): Option[T]

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    Attributes
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    HasFeatures

  26. def get[K, V](feature: MapFeature[K, V]): Option[Map[K, V]]

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    Attributes
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    HasFeatures

  27. def get[T](feature: SetFeature[T]): Option[Set[T]]

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    HasFeatures

  28. def get[T](feature: ArrayFeature[T]): Option[Array[T]]

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    protected
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    HasFeatures

  29. final def get[T](param: Param[T]): Option[T]

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    Params

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

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  31. final def getDefault[T](param: Param[T]): Option[T]

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    Params

  32. def getEmbeddingsSerializedPath(path: String): Path

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  33. final def getOrDefault[T](param: Param[T]): T

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    Params

  34. def getParam(paramName: String): Param[Any]

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  35. final def hasDefault[T](param: Param[T]): Boolean

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  36. def hasParam(paramName: String): Boolean

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  37. def hashCode(): Int

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  38. val indexPath: Param[String]

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  39. final def isDefined(param: Param[_]): Boolean

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  40. final def isInstanceOf[T0]: Boolean

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  41. final def isSet(param: Param[_]): Boolean

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  42. def moveFolderFiles(folderSrc: String, folderDst: String): Unit

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  43. val nDims: IntParam

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

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    Definition Classes
    AnyRef

  45. final def notify(): Unit

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    Definition Classes
    AnyRef

  46. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  47. def onWrite(path: String, spark: SparkSession): Unit

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    Definition Classes
    HasWordEmbeddings → ParamsAndFeaturesWritable

  48. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  49. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  50. def serializeEmbeddings(path: String, spark: SparkContext): Unit

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  51. def set[T](feature: StructFeature[T], value: T): HasWordEmbeddings.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures

  52. def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): HasWordEmbeddings.this.type

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    Attributes
    protected
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    HasFeatures

  53. def set[T](feature: SetFeature[T], value: Set[T]): HasWordEmbeddings.this.type

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    Attributes
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    HasFeatures

  54. def set[T](feature: ArrayFeature[T], value: Array[T]): HasWordEmbeddings.this.type

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    Attributes
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    HasFeatures

  55. final def set(paramPair: ParamPair[_]): HasWordEmbeddings.this.type

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  56. final def set(param: String, value: Any): HasWordEmbeddings.this.type

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  57. final def set[T](param: Param[T], value: T): HasWordEmbeddings.this.type

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  58. def setDefault[T](feature: StructFeature[T], value: () ⇒ T): HasWordEmbeddings.this.type

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    Attributes
    protected
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    HasFeatures

  59. def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): HasWordEmbeddings.this.type

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    Attributes
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    HasFeatures

  60. def setDefault[T](feature: SetFeature[T], value: () ⇒ Set[T]): HasWordEmbeddings.this.type

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    Attributes
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    Definition Classes
    HasFeatures

  61. def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): HasWordEmbeddings.this.type

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    Attributes
    protected
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    HasFeatures

  62. final def setDefault(paramPairs: ParamPair[_]*): HasWordEmbeddings.this.type

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    Params

  63. final def setDefault[T](param: Param[T], value: T): HasWordEmbeddings.this.type

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  64. def setDims(nDims: Int): HasWordEmbeddings.this.type

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  65. def setIndexPath(path: String): HasWordEmbeddings.this.type

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  66. def setUseNormalizedTokensForEmbeddings(value: Boolean): HasWordEmbeddings.this.type

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

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    AnyRef

  68. def toString(): String

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    Identifiable → AnyRef → Any

  69. val useNormalizedTokensForEmbeddings: BooleanParam

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  70. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )

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

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    @throws( ... )

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

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    AnyRef
    Annotations
    @throws( ... )

  73. def write: MLWriter

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    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from AutoCloseable

Inherited from AnyRef

Inherited from Any

Ungrouped