com.redhat.et.silex.som

SOM

object SOM extends Serializable

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  1. final def !=(arg0: AnyRef): Boolean

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

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  3. final def ##(): Int

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  4. final def ==(arg0: AnyRef): Boolean

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

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  6. final def asInstanceOf[T0]: T0

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  7. def clone(): AnyRef

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

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  9. def equals(arg0: Any): Boolean

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  10. def finalize(): Unit

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

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  12. def hashCode(): Int

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  13. final def isInstanceOf[T0]: Boolean

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  14. def load(path: String): Try[SOM]

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

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  16. final def notify(): Unit

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  17. final def notifyAll(): Unit

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  18. def random(xdim: Int, ydim: Int, fdim: Int, seed: Option[Int] = None): SOM

    Initialize a self-organizing map with random weights, xdim columns, ydim rows, and fdim features per cell.

    Initialize a self-organizing map with random weights, xdim columns, ydim rows, and fdim features per cell.

  19. def save(som: SOM, path: String): Try[Unit]

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

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  21. def toString(): String

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  22. def train(xdim: Int, ydim: Int, fdim: Int, iterations: Int, examples: RDD[Vector], seed: Option[Int] = None, sigmaScale: Double = 0.95, minSigma: Double = 1, hook: (Int, SOM) ⇒ Unit = { case (_,_) => }): SOM

    Train a self-organizing map from an RDD of examples for iterations iterations, starting with a randomly-weighted map with xdim columns, ydim rows, and fdim features per cell.

    Train a self-organizing map from an RDD of examples for iterations iterations, starting with a randomly-weighted map with xdim columns, ydim rows, and fdim features per cell. Optional parameters include sigmaScale, to specify the width of the neighborhood function as a factor of each map dimension, minSigma, which sets the neighborhood width at the last iteration, and hook, which is a callback function to run after each iteration.

  23. final def wait(): Unit

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

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

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