Class

io.github.mandar2812.dynaml.optimization

GradBasedGlobalOptimizer

Related Doc: package optimization

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class GradBasedGlobalOptimizer[M <: GloballyOptWithGrad] extends GlobalOptimizer[M]

Linear Supertypes
GlobalOptimizer[M], ModelTuner[M, M], AnyRef, Any
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Inherited
  1. GradBasedGlobalOptimizer
  2. GlobalOptimizer
  3. ModelTuner
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new GradBasedGlobalOptimizer(model: M)

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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 ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  10. def getEnergyLandscape(initialConfig: Map[String, Double], options: Map[String, String] = Map(), prior: Map[String, ContinuousRVWithDistr[Double, ContinuousDistr[Double]]] = Map()): List[(Double, Map[String, Double])]

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    Definition Classes
    ModelTuner

  11. def getGrid(initialConfig: Map[String, Double]): Seq[Map[String, Double]]

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    Definition Classes
    ModelTuner

  12. var gridsize: Int

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    Attributes
    protected
    Definition Classes
    ModelTuner

  13. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  14. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  15. var logarithmicScale: Boolean

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    Attributes
    protected
    Definition Classes
    ModelTuner

  16. val logger: Logger

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    Attributes
    protected
    Definition Classes
    GradBasedGlobalOptimizer → ModelTuner

  17. var meanFieldPrior: Map[String, ContinuousRVWithDistr[Double, ContinuousDistr[Double]]]

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    Attributes
    protected
    Definition Classes
    ModelTuner

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

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    Definition Classes
    AnyRef

  19. final def notify(): Unit

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    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  21. var num_samples: Int

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    Attributes
    protected
    Definition Classes
    ModelTuner

  22. def optimize(initialConfig: Map[String, Double], options: Map[String, String] = ...): (M, Map[String, Double])

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    Definition Classes
    GradBasedGlobalOptimizer → ModelTuner

  23. def setGridSize(s: Int): GradBasedGlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

  24. def setLogScale(t: Boolean): GradBasedGlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

  25. def setNumSamples(n: Int): GradBasedGlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

  26. def setPrior(p: Map[String, ContinuousRVWithDistr[Double, ContinuousDistr[Double]]]): GradBasedGlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

  27. def setStepSize(s: Double): GradBasedGlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

  28. var step: Double

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    Attributes
    protected
    Definition Classes
    ModelTuner

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

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    Definition Classes
    AnyRef

  30. val system: M

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    Definition Classes
    GradBasedGlobalOptimizer → ModelTuner

  31. def toString(): String

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    Definition Classes
    AnyRef → Any

  32. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from GlobalOptimizer[M]

Inherited from ModelTuner[M, M]

Inherited from AnyRef

Inherited from Any

Ungrouped