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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  2. By Inheritance
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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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    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: ArrayFeature[T]): Array[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures

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

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    Definition Classes
    AnyRef → Any

  8. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. def close(): Unit

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    Definition Classes
    HasWordEmbeddings → AutoCloseable

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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  15. def embeddings: Option[WordEmbeddings]

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    HasFeatures

  23. def finalize(): Unit

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

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

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    Attributes
    protected
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    HasFeatures

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

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    Attributes
    protected
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    HasFeatures

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

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    Attributes
    protected
    Definition Classes
    HasFeatures

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

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    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  30. def getEmbeddingsSerializedPath(path: String): Path

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

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    Definition Classes
    Params

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

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    Params

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

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    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

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    Params

  35. def hashCode(): Int

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  36. val indexPath: Param[String]

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

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    Definition Classes
    Params

  38. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Params

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

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  41. val nDims: IntParam

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

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    Definition Classes
    AnyRef

  43. final def notify(): Unit

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    Definition Classes
    AnyRef

  44. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    HasWordEmbeddings → ParamsAndFeaturesWritable

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

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    Definition Classes
    Params

  47. def save(path: String): Unit

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

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

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

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    Attributes
    protected
    Definition Classes
    HasFeatures

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

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    Attributes
    protected
    Definition Classes
    HasFeatures

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

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    Attributes
    protected
    Definition Classes
    HasFeatures

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

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    Params

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

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    Params

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

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    Definition Classes
    Params

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

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    Attributes
    protected
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    HasFeatures

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

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    Attributes
    protected
    Definition Classes
    HasFeatures

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

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    Attributes
    protected
    Definition Classes
    HasFeatures

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

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    Params

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

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    Params

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

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

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

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    Definition Classes
    AnyRef

  63. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  64. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  67. 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