Class/Object

com.microsoft.ml.spark

ImageSetAugmenter

Related Docs: object ImageSetAugmenter | package spark

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class ImageSetAugmenter extends Transformer with HasInputCol with HasOutputCol with DefaultParamsWritable

Linear Supertypes
DefaultParamsWritable, MLWritable, HasOutputCol, HasInputCol, Wrappable, Transformer, PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. ImageSetAugmenter
  2. DefaultParamsWritable
  3. MLWritable
  4. HasOutputCol
  5. HasInputCol
  6. Wrappable
  7. Transformer
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ImageSetAugmenter()

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  2. new ImageSetAugmenter(uid: String)

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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 BooleanParam(i: Identifiable, name: String, description: String, default: Boolean): BooleanParam

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    Definition Classes
    Wrappable

  6. def BooleanParam(i: Identifiable, name: String, description: String): BooleanParam

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    Definition Classes
    Wrappable

  7. def DoubleParam(i: Identifiable, name: String, description: String, default: Double): DoubleParam

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    Definition Classes
    Wrappable

  8. def DoubleParam(i: Identifiable, name: String, description: String): DoubleParam

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    Definition Classes
    Wrappable

  9. def IntParam(i: Identifiable, name: String, description: String, validation: (Int) ⇒ Boolean): IntParam

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    Definition Classes
    Wrappable

  10. def IntParam(i: Identifiable, name: String, description: String, default: Int): IntParam

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    Definition Classes
    Wrappable

  11. def IntParam(i: Identifiable, name: String, description: String): IntParam

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    Definition Classes
    Wrappable

  12. def LongParam(i: Identifiable, name: String, description: String, default: Long): LongParam

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    Definition Classes
    Wrappable

  13. def LongParam(i: Identifiable, name: String, description: String): LongParam

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    Definition Classes
    Wrappable

  14. def StringParam(i: Identifiable, name: String, description: String, default: String, domain: Seq[String]): Param[String]

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    Definition Classes
    Wrappable

  15. def StringParam(i: Identifiable, name: String, description: String, default: String): Param[String]

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    Definition Classes
    Wrappable

  16. def StringParam(i: Identifiable, name: String, description: String, validation: (String) ⇒ Boolean): Param[String]

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    Definition Classes
    Wrappable

  17. def StringParam(i: Identifiable, name: String, description: String): Param[String]

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    Definition Classes
    Wrappable

  18. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  19. def chainedUid(origin: String): String

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    Definition Classes
    Wrappable

  20. final def clear(param: Param[_]): ImageSetAugmenter.this.type

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    Definition Classes
    Params

  21. def clone(): AnyRef

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

  22. def copy(extra: ParamMap): Transformer

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    Definition Classes
    ImageSetAugmenter → Transformer → PipelineStage → Params

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

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

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    Definition Classes
    AnyRef

  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  28. def explainParams(): String

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    Definition Classes
    Params

  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. def finalize(): Unit

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

  32. val flipLeftRight: BooleanParam

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  33. val flipUpDown: BooleanParam

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

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    Definition Classes
    Params

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

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

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    Definition Classes
    Params

  37. def getFlipLeftRight: Boolean

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  38. def getFlipUpDown: Boolean

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  39. def getInputCol: String

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    Definition Classes
    HasInputCol

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

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    Definition Classes
    Params

  41. def getOutputCol: String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  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 inputCol: Param[String]

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    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol

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

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    Definition Classes
    Params

  50. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  52. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  53. def log: Logger

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    Attributes
    protected
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    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    protected
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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  60. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  66. final def notify(): Unit

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    Definition Classes
    AnyRef

  67. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  68. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol

  69. val paramDomains: Map[String, Seq[String]]

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    Definition Classes
    Wrappable

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

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    Definition Classes
    Params

  71. def save(path: String): Unit

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

  72. final def set(paramPair: ParamPair[_]): ImageSetAugmenter.this.type

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    Attributes
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    Params

  73. final def set(param: String, value: Any): ImageSetAugmenter.this.type

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

  75. final def setDefault(paramPairs: ParamPair[_]*): ImageSetAugmenter.this.type

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    Attributes
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    Params

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

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    Attributes
    protected
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    Params

  77. def setFlipLeftRight(value: Boolean): ImageSetAugmenter.this.type

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  78. def setFlipUpDown(value: Boolean): ImageSetAugmenter.this.type

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  79. def setInputCol(value: String): ImageSetAugmenter.this.type

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    Definition Classes
    HasInputCol

  80. def setOutputCol(value: String): ImageSetAugmenter.this.type

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    AnyRef

  82. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  83. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    ImageSetAugmenter → Transformer

  84. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  85. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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

  86. def transformSchema(schema: StructType): StructType

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    Definition Classes
    ImageSetAugmenter → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  88. val uid: String

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    Definition Classes
    ImageSetAugmenter → Identifiable

  89. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  92. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Wrappable

Inherited from Transformer

Inherited from PipelineStage

Inherited from org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

A list of parameter keys this algorithm can take. Users can set and get the parameter values through setters and getters

Parameter setters

Parameter getters

Members