Class/Object

com.johnsnowlabs.nlp.annotators.assertion.dl

AssertionDLApproach

Related Docs: object AssertionDLApproach | package dl

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class AssertionDLApproach extends AnnotatorApproach[AssertionDLModel] with Licensed

Created by jose on 14/03/18.

Linear Supertypes
Licensed, AnnotatorApproach[AssertionDLModel], CanBeLazy, DefaultParamsWritable, MLWritable, HasOutputAnnotatorType, HasOutputAnnotationCol, HasInputAnnotationCols, Estimator[AssertionDLModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. AssertionDLApproach
  2. Licensed
  3. AnnotatorApproach
  4. CanBeLazy
  5. DefaultParamsWritable
  6. MLWritable
  7. HasOutputAnnotatorType
  8. HasOutputAnnotationCol
  9. HasInputAnnotationCols
  10. Estimator
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new AssertionDLApproach()

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  2. new AssertionDLApproach(uid: String)

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Type Members

  1. type AnnotatorType = String

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    Definition Classes
    HasOutputAnnotatorType

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

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    Definition Classes
    AnyRef → Any

  5. def _fit(dataset: Dataset[_], recursiveStages: Option[PipelineModel]): AssertionDLModel

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    Attributes
    protected
    Definition Classes
    AnnotatorApproach

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. val batchSize: IntParam

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  8. def beforeTraining(spark: SparkSession): Unit

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    Definition Classes
    AnnotatorApproach

  9. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols

  10. val chunkCol: Param[String]

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  11. val classes: IntParam

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  12. final def clear(param: Param[_]): AssertionDLApproach.this.type

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    Definition Classes
    Params

  13. def clone(): AnyRef

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

  14. val configProtoBytes: IntArrayParam

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  15. final def copy(extra: ParamMap): Estimator[AssertionDLModel]

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    Definition Classes
    AnnotatorApproach → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  18. val description: String

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    Definition Classes
    AssertionDLApproach → AnnotatorApproach

  19. val dropout: FloatParam

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  20. val endCol: Param[String]

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  21. val epochs: IntParam

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

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    Definition Classes
    AnyRef

  23. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  25. def explainParams(): String

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    Definition Classes
    Params

  26. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  28. def finalize(): Unit

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

  29. final def fit(dataset: Dataset[_]): AssertionDLModel

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    Definition Classes
    AnnotatorApproach → Estimator

  30. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[AssertionDLModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  31. def fit(dataset: Dataset[_], paramMap: ParamMap): AssertionDLModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  32. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): AssertionDLModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  35. def getConfigProtoBytes: Option[Array[Byte]]

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

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    Definition Classes
    Params

  37. def getInputCols: Array[String]

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    Definition Classes
    HasInputAnnotationCols

  38. def getLazyAnnotator: Boolean

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    Definition Classes
    CanBeLazy

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

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    Definition Classes
    Params

  40. final def getOutputCol: String

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    Definition Classes
    HasOutputAnnotationCol

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

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    Definition Classes
    Params

  42. val graphFolder: Param[String]

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

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    Definition Classes
    Params

  44. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  45. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  46. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  47. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  48. val inputAnnotatorTypes: Array[String]

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    Definition Classes
    AssertionDLApproach → HasInputAnnotationCols

  49. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols

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

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    Definition Classes
    Params

  51. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  53. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  54. val labelCol: Param[String]

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  55. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy

  56. val learningRate: FloatParam

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  57. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  58. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  59. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  60. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  61. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  62. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  63. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  64. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  65. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  66. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  67. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  68. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  69. val maxSentLen: IntParam

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  70. def msgHelper(schema: StructType): String

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols

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

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    Definition Classes
    AnyRef

  72. final def notify(): Unit

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    Definition Classes
    AnyRef

  73. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  74. def onTrained(model: AssertionDLModel, spark: SparkSession): Unit

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    Definition Classes
    AnnotatorApproach

  75. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    AssertionDLApproach → HasOutputAnnotatorType

  76. final val outputCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol

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

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    Definition Classes
    Params

  78. def save(path: String): Unit

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

  79. final def set(paramPair: ParamPair[_]): AssertionDLApproach.this.type

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    Attributes
    protected
    Definition Classes
    Params

  80. final def set(param: String, value: Any): AssertionDLApproach.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  82. def setBatchSize(size: Int): AssertionDLApproach.this.type

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  83. def setChunkCol(c: String): AssertionDLApproach.this.type

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  84. def setClasses(k: Int): AssertionDLApproach.this.type

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  85. def setConfigProtoBytes(bytes: Array[Int]): AssertionDLApproach

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  86. final def setDefault(paramPairs: ParamPair[_]*): AssertionDLApproach.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  88. def setDropout(factor: Float): AssertionDLApproach.this.type

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  89. def setEndCol(e: String): AssertionDLApproach.this.type

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  90. def setEpochs(number: Int): AssertionDLApproach.this.type

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  91. def setGraphFolder(path: String): AssertionDLApproach

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  92. final def setInputCols(value: String*): AssertionDLApproach.this.type

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    Definition Classes
    HasInputAnnotationCols

  93. final def setInputCols(value: Array[String]): AssertionDLApproach.this.type

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    Definition Classes
    HasInputAnnotationCols

  94. def setLabelCol(label: String): AssertionDLApproach.this.type

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  95. def setLazyAnnotator(value: Boolean): AssertionDLApproach.this.type

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    Definition Classes
    CanBeLazy

  96. def setLearningRate(rate: Float): AssertionDLApproach.this.type

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  97. def setMaxSentLen(len: Int): AssertionDLApproach.this.type

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  98. final def setOutputCol(value: String): AssertionDLApproach.this.type

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    Definition Classes
    HasOutputAnnotationCol

  99. def setStartCol(s: String): AssertionDLApproach.this.type

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  100. def setTargetCol(target: String): AssertionDLApproach.this.type

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  101. val startCol: Param[String]

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

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    Definition Classes
    AnyRef

  103. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  104. def train(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): AssertionDLModel

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    Definition Classes
    AssertionDLApproach → AnnotatorApproach

  105. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    AnnotatorApproach → PipelineStage

  106. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  107. val uid: String

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    Definition Classes
    AssertionDLApproach → Identifiable

  108. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    AnnotatorApproach

  109. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  112. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from Licensed

Inherited from AnnotatorApproach[AssertionDLModel]

Inherited from CanBeLazy

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from HasOutputAnnotatorType

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from Estimator[AssertionDLModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped