Trait

io.github.mandar2812.dynaml.optimization

ModelTuner

Related Doc: package optimization

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trait ModelTuner[T <: GloballyOptimizable, T1] extends AnyRef

A model tuner takes a model which implements GloballyOptimizable and "tunes" it, returning (possibly) a model of a different type.

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AnyRef, Any
Known Subclasses
AbstractCSA, AbstractGridSearch, CoupledSimulatedAnnealing, GPMixtureMachine, GlobalOptimizer, GradBasedGlobalOptimizer, GridSearch, MixtureMachine, ProbGPCommMachine
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Abstract Value Members

  1. abstract def optimize(initialConfig: Map[String, Double], options: Map[String, String] = Map()): (T1, Map[String, Double])

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  2. abstract val system: T

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Concrete Value Members

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

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  2. final def ##(): Int

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

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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    protected[java.lang]
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  6. final def eq(arg0: AnyRef): Boolean

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  7. def equals(arg0: Any): Boolean

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  8. def finalize(): Unit

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

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

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

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  12. var gridsize: Int

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    protected

  13. def hashCode(): Int

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  14. final def isInstanceOf[T0]: Boolean

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  15. var logarithmicScale: Boolean

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    Attributes
    protected

  16. val logger: Logger

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    Attributes
    protected

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

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    protected

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

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  19. final def notify(): Unit

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  20. final def notifyAll(): Unit

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  21. var num_samples: Int

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    Attributes
    protected

  22. def setGridSize(s: Int): ModelTuner.this.type

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  23. def setLogScale(t: Boolean): ModelTuner.this.type

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  24. def setNumSamples(n: Int): ModelTuner.this.type

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

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  26. def setStepSize(s: Double): ModelTuner.this.type

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  27. var step: Double

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

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  29. def toString(): String

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  30. final def wait(): Unit

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

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

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