Trait/Object

io.github.mandar2812.dynaml.optimization

GloballyOptimizable

Related Docs: object GloballyOptimizable | package optimization

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trait GloballyOptimizable extends AnyRef

A common binding characteristic between all "globally optimizable" models i.e. models where hyper-parameters can be optimized/tuned.

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Abstract Value Members

  1. abstract val current_state: Map[String, Double]

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    A Map which stores the current state of the system.

    A Map which stores the current state of the system.

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    protected
  2. abstract def energy(h: Map[String, Double], options: Map[String, String] = Map()): Double

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    Calculates the energy of the configuration, in most global optimization algorithms we aim to find an approximate value of the hyper-parameters such that this function is minimized.

    Calculates the energy of the configuration, in most global optimization algorithms we aim to find an approximate value of the hyper-parameters such that this function is minimized.

    h

    The value of the hyper-parameters in the configuration space

    options

    Optional parameters about configuration

    returns

    Configuration Energy E(h)

  3. abstract val hyper_parameters: List[String]

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    Stores the names of the hyper-parameters

    Stores the names of the hyper-parameters

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    protected

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. def _current_state: Map[String, Double]

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  5. def _hyper_parameters: List[String]

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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. final def ne(arg0: AnyRef): Boolean

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  15. final def notify(): Unit

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  16. final def notifyAll(): Unit

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  17. def persist(state: Map[String, Double]): Unit

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

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  19. def toString(): String

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  20. final def wait(): Unit

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

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

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