object EMWithBP

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  1. final def !=(arg0: Any): Boolean
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  4. def apply(terminationCriteria: () ⇒ EMTerminationCriteria, bpIterations: Int, params: Parameter[_]*)(implicit universe: Universe): GeneralizedEM

    An expectation maximization algorithm using Belief Propagation for inference.

    An expectation maximization algorithm using Belief Propagation for inference.

    terminationCriteria

    criteria for stopping the EM algorithm

    bpIterations

    number of iterations of the BP algorithm

    params

    parameters to target with EM algorithm

  5. def apply(emIterations: Int, bpIterations: Int, params: Parameter[_]*)(implicit universe: Universe): GeneralizedEM

    An expectation maximization algorithm using Belief Propagation for inference.

    An expectation maximization algorithm using Belief Propagation for inference.

    emIterations

    number of iterations of the EM algorithm

    bpIterations

    number of iterations of the BP algorithm

    params

    parameters to target with EM algorithm

  6. def apply(params: Parameter[_]*)(implicit universe: Universe): GeneralizedEM

    An expectation maximization algorithm using Belief Propagation for inference.

    An expectation maximization algorithm using Belief Propagation for inference.

    params

    parameters to target with EM algorithm

  7. def apply(emIterations: Int, bpIterations: Int, p: ModelParameters)(implicit universe: Universe): GeneralizedEM

    An expectation maximization algorithm using Belief Propagation for inference.

    An expectation maximization algorithm using Belief Propagation for inference.

    emIterations

    number of iterations of the EM algorithm

    bpIterations

    number of iterations of the BP algorithm

  8. def apply(params: ModelParameters)(implicit universe: Universe): GeneralizedEM

    An expectation maximization algorithm using Belief Propagation sampling for inference.

    An expectation maximization algorithm using Belief Propagation sampling for inference.

    params

    parameters to target with EM algorithm

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  18. final def notify(): Unit
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  19. final def notifyAll(): Unit
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  20. def online(transition: () ⇒ Universe, p: ModelParameters)(implicit universe: Universe): GeneralizedOnlineEM
  21. def online(transition: () ⇒ Universe, p: Parameter[_]*)(implicit universe: Universe): GeneralizedOnlineEM
  22. final def synchronized[T0](arg0: ⇒ T0): T0
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  26. final def wait(arg0: Long): Unit
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