Value Members

1.  final def !=(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

2.  final def ##(): Int

   Definition Classes

   AnyRef → Any

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

   Attributes

   protected

   Definition Classes

   Params

4.  final def ==(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

5.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

6.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

7.  final def clear(param: Param[_]): SyntheticControlEstimator.this.type

   Definition Classes

   Params

8.  def clone(): AnyRef

   Attributes

   protected[lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... ) @native()

9.  def companionModelClassName: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

10.  def copy(extra: ParamMap): Estimator[DiffInDiffModel]

    Definition Classes

    BaseDiffInDiffEstimator → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

12.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    Params

14.  def dotnetAdditionalMethods: String

    Definition Classes

    DotnetWrappable

15.  def dotnetClass(): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

16.  lazy val dotnetClassName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

17.  lazy val dotnetClassNameString: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

18.  lazy val dotnetClassWrapperName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

19.  lazy val dotnetCopyrightLines: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

20.  def dotnetExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

21.  def dotnetExtraMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

22.  lazy val dotnetInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    DotnetWrappable

23.  def dotnetMLReadWriteMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

24.  lazy val dotnetNamespace: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

25.  lazy val dotnetObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

26.  def dotnetParamGetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

27.  def dotnetParamGetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

28.  def dotnetParamSetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

29.  def dotnetParamSetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

30.  def dotnetWrapAsTypeMethod: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

31.  final val epsilon: DoubleParam

    Definition Classes

    SyntheticEstimatorParams

32.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

33.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

35.  def explainParams(): String

    Definition Classes

    Params

36.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

37.  final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes

    Params

38.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

39.  def fit(dataset: Dataset[_]): DiffInDiffModel

    Definition Classes

    SyntheticControlEstimator → Estimator

40.  def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[DiffInDiffModel]

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

41.  def fit(dataset: Dataset[_], paramMap: ParamMap): DiffInDiffModel

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

42.  def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DiffInDiffModel

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Definition Classes

    Params

44.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    Params

46.  def getEpsilon: Double

    Definition Classes

    SyntheticEstimatorParams

47.  def getHandleMissingOutcome: String

    Definition Classes

    SyntheticEstimatorParams

48.  def getLocalSolverThreshold: Long
    Definition Classes

    SyntheticEstimatorParams

49.  final def getMaxIter: Int

    Definition Classes

    HasMaxIter

50.  def getNumIterNoChange: Int

    Definition Classes

    SyntheticEstimatorParams

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

    Definition Classes

    Params

52.  def getOutcomeCol: String

    Definition Classes

    HasOutcomeCol

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

    Definition Classes

    Params

54.  def getParamInfo(p: Param[_]): ParamInfo[_]

    Definition Classes

    BaseWrappable

55.  def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

56.  def getPostTreatmentCol: String

    Definition Classes

    HasPostTreatmentCol

57.  final def getStepSize: Double

    Definition Classes

    HasStepSize

58.  def getTimeCol: String

    Definition Classes

    HasTimeCol

59.  final def getTol: Double

    Definition Classes

    HasTol

60.  def getTreatmentCol: String

    Definition Classes

    HasTreatmentCol

61.  def getUnitCol: String

    Definition Classes

    HasUnitCol

62.  final val handleMissingOutcome: Param[String]

    Definition Classes

    SyntheticEstimatorParams

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

    Definition Classes

    Params

64.  def hasParam(paramName: String): Boolean

    Definition Classes

    Params

65.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

66.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Attributes

    protected

    Definition Classes

    Logging

67.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    Params

69.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

71.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

72.  final val localSolverThreshold: LongParam

    Param for deciding whether to collect part of data on driver node and solve the constrained least square problems locally on driver.

    Param for deciding whether to collect part of data on driver node and solve the constrained least square problems locally on driver.

    Definition Classes

    SyntheticEstimatorParams

73.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

74.  def logBase(info: Map[String, String], featureName: Option[String]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

75.  def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

76.  def logClass(featureName: String): Unit

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

78.  def logDebug(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

80.  def logError(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

81.  def logErrorBase(methodName: String, e: Exception): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

82.  def logFit[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

84.  def logInfo(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

85.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

87.  def logTrace(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

88.  def logTransform[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

89.  def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

91.  def logWarning(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

92.  def makeDotnetFile(conf: CodegenConfig): Unit

    Definition Classes

    DotnetWrappable

93.  def makePyFile(conf: CodegenConfig): Unit

    Definition Classes

    PythonWrappable

94.  def makeRFile(conf: CodegenConfig): Unit

    Definition Classes

    RWrappable

95.  implicit val matrixEntryEncoder: Encoder[MatrixEntry]

    Definition Classes

    SyntheticEstimator

96.  implicit val matrixOps: DMatrixOps.type

    Definition Classes

    SyntheticEstimator

97.  final val maxIter: IntParam

    Definition Classes

    HasMaxIter

98.  final def ne(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

99.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

100.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

101.  final val numIterNoChange: IntParam

     Definition Classes

     SyntheticEstimatorParams

102.  val outcomeCol: Param[String]

     Definition Classes

     HasOutcomeCol

103.  lazy val params: Array[Param[_]]

     Definition Classes

     Params

104.  final val postTreatmentCol: Param[String]

     Definition Classes

     HasPostTreatmentCol

105.  def pyAdditionalMethods: String

     Definition Classes

     PythonWrappable

106.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

107.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

108.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

109.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

110.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

111.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

112.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

113.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

114.  def pyParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

115.  def pyParamDefault[T](p: Param[T]): Option[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

116.  def pyParamGetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

117.  def pyParamSetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

118.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

119.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

120.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

121.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

122.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

123.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

124.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

125.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

126.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

127.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

128.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

129.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

130.  def rParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     RWrappable

131.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

132.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

133.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

134.  final def set(paramPair: ParamPair[_]): SyntheticControlEstimator.this.type

     Attributes

     protected

     Definition Classes

     Params

135.  final def set(param: String, value: Any): SyntheticControlEstimator.this.type

     Attributes

     protected

     Definition Classes

     Params

136.  final def set[T](param: Param[T], value: T): SyntheticControlEstimator.this.type

     Definition Classes

     Params

137.  final def setDefault(paramPairs: ParamPair[_]*): SyntheticControlEstimator.this.type

     Attributes

     protected

     Definition Classes

     Params

138.  final def setDefault[T](param: Param[T], value: T): SyntheticControlEstimator.this.type

     Attributes

     protected[org.apache.spark.ml]

     Definition Classes

     Params

139.  def setEpsilon(value: Double): SyntheticControlEstimator.this.type

     Definition Classes

     SyntheticEstimatorParams

140.  def setHandleMissingOutcome(value: String): SyntheticControlEstimator.this.type

     Definition Classes

     SyntheticEstimatorParams

141.  def setLocalSolverThreshold(value: Long): SyntheticControlEstimator.this.type
     Definition Classes

     SyntheticEstimatorParams

142.  def setMaxIter(value: Int): SyntheticControlEstimator.this.type

     Definition Classes

     SyntheticEstimatorParams

143.  def setNumIterNoChange(value: Int): SyntheticControlEstimator.this.type

     Definition Classes

     SyntheticEstimatorParams

144.  def setOutcomeCol(value: String): SyntheticControlEstimator.this.type

     Set name of the column which will be used as outcome

     Set name of the column which will be used as outcome

     Definition Classes

     HasOutcomeCol

145.  def setPostTreatmentCol(value: String): SyntheticControlEstimator.this.type

     Set name of the column which tells whether the outcome is measured post treatment.

     Set name of the column which tells whether the outcome is measured post treatment.

     Definition Classes

     HasPostTreatmentCol

146.  def setStepSize(value: Double): SyntheticControlEstimator.this.type

     Definition Classes

     SyntheticEstimatorParams

147.  def setTimeCol(value: String): SyntheticControlEstimator.this.type

     Definition Classes

     HasTimeCol

148.  def setTol(value: Double): SyntheticControlEstimator.this.type

     Definition Classes

     SyntheticEstimatorParams

149.  def setTreatmentCol(value: String): SyntheticControlEstimator.this.type

     Set name of the column which will be used as treatment

     Set name of the column which will be used as treatment

     Definition Classes

     HasTreatmentCol

150.  def setUnitCol(value: String): SyntheticControlEstimator.this.type

     Definition Classes

     HasUnitCol

151.  val stepSize: DoubleParam

     Definition Classes

     HasStepSize

152.  val supportedMissingOutcomes: Array[String]

     Attributes

     protected

     Definition Classes

     SyntheticEstimatorParams

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

     Definition Classes

     AnyRef

154.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

155.  final val timeCol: Param[String]

     Definition Classes

     HasTimeCol

156.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

157.  final val tol: DoubleParam

     Definition Classes

     HasTol

158.  def transformSchema(schema: StructType): StructType

     Definition Classes

     BaseDiffInDiffEstimator → PipelineStage

159.  def transformSchema(schema: StructType, logging: Boolean): StructType

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

160.  val treatmentCol: Param[String]

     Definition Classes

     HasTreatmentCol

161.  val uid: String

     Definition Classes

     SyntheticControlEstimator → SynapseMLLogging → BaseDiffInDiffEstimator → Identifiable

162.  final val unitCol: Param[String]

     Definition Classes

     HasUnitCol

163.  def validateFieldNumericType(field: StructField): Unit

     Attributes

     protected

     Definition Classes

     BaseDiffInDiffEstimator

164.  implicit val vectorEntryEncoder: Encoder[VectorEntry]

     Definition Classes

     SyntheticEstimator

165.  implicit val vectorOps: DVectorOps.type

     Definition Classes

     SyntheticEstimator

166.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

168.  final def wait(arg0: Long): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

169.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable