Package

org.apache.spark.mllib

random

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package random

Visibility
  1. Public
  2. All

Type Members

  1. class ExponentialGenerator extends RandomDataGenerator[Double]

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    :: DeveloperApi :: Generates i.i.d.

    :: DeveloperApi :: Generates i.i.d. samples from the exponential distribution with the given mean.

    Annotations
    @DeveloperApi() @Since( "1.3.0" )
  2. class GammaGenerator extends RandomDataGenerator[Double]

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    :: DeveloperApi :: Generates i.i.d.

    :: DeveloperApi :: Generates i.i.d. samples from the gamma distribution with the given shape and scale.

    Annotations
    @DeveloperApi() @Since( "1.3.0" )
  3. class LogNormalGenerator extends RandomDataGenerator[Double]

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    :: DeveloperApi :: Generates i.i.d.

    :: DeveloperApi :: Generates i.i.d. samples from the log normal distribution with the given mean and standard deviation.

    Annotations
    @DeveloperApi() @Since( "1.3.0" )
  4. class PoissonGenerator extends RandomDataGenerator[Double]

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    :: DeveloperApi :: Generates i.i.d.

    :: DeveloperApi :: Generates i.i.d. samples from the Poisson distribution with the given mean.

    Annotations
    @DeveloperApi() @Since( "1.1.0" )
  5. trait RandomDataGenerator[T] extends Pseudorandom with Serializable

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    :: DeveloperApi :: Trait for random data generators that generate i.i.d.

    :: DeveloperApi :: Trait for random data generators that generate i.i.d. data.

    Annotations
    @DeveloperApi() @Since( "1.1.0" )
  6. class StandardNormalGenerator extends RandomDataGenerator[Double]

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    :: DeveloperApi :: Generates i.i.d.

    :: DeveloperApi :: Generates i.i.d. samples from the standard normal distribution.

    Annotations
    @DeveloperApi() @Since( "1.1.0" )
  7. class UniformGenerator extends RandomDataGenerator[Double]

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    :: DeveloperApi :: Generates i.i.d.

    :: DeveloperApi :: Generates i.i.d. samples from U[0.0, 1.0]

    Annotations
    @DeveloperApi() @Since( "1.1.0" )
  8. class WeibullGenerator extends RandomDataGenerator[Double]

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    :: DeveloperApi :: Generates i.i.d.

    :: DeveloperApi :: Generates i.i.d. samples from the Weibull distribution with the given shape and scale parameter.

    Annotations
    @DeveloperApi()

Value Members

  1. object RandomRDDs

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    Generator methods for creating RDDs comprised of i.i.d. samples from some distribution.

    Generator methods for creating RDDs comprised of i.i.d. samples from some distribution.

    Annotations
    @Since( "1.1.0" )

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