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Type Members

1. case class BernoulliDistribution(probability: Double) extends Distribution[Boolean, BernoulliDistribution] with Product with Serializable

   

   Represents a bernoulli distribution

   Represents a bernoulli distribution

   probability

   probability of success, between 0 and 1

2. case class BernoulliMixtureDistribution(weights: Seq[Double], distributions: Seq[BernoulliDistribution]) extends MixtureDistribution[Boolean, BernoulliDistribution, BernoulliMixtureDistribution] with Product with Serializable

   

   Represents a bernoulli mixture distribution

   Represents a bernoulli mixture distribution

   weights

   Weight of each distribution, should sum up to 1.0

   distributions

   Bernoulli distributions

3. case class GaussianMixtureDistribution(weights: Seq[Double], distributions: Seq[MultivariateGaussianDistribution]) extends MixtureDistribution[Vector, MultivariateGaussianDistribution, GaussianMixtureDistribution] with Product with Serializable

   

   Represents a multivariate gaussian mixture distribution

   Represents a multivariate gaussian mixture distribution

   weights

   Weight of each distribution, should sum up to 1.0

   distributions

   Gaussian distributions

4. case class MultivariateGaussianDistribution(mean: Vector, covariance: Matrix) extends Distribution[Vector, MultivariateGaussianDistribution] with Product with Serializable

   

   Represents a multivariate gaussian distribution

   Represents a multivariate gaussian distribution

   mean

   Mean vector of the distribution

   covariance

   Covariance matrix of the distribution

5. case class PoissonDistribution(rate: Double) extends Distribution[Long, PoissonDistribution] with Product with Serializable

   

   Represents a poisson distribution with a single parameter

   Represents a poisson distribution with a single parameter

   rate

   Rate parameter.

6. case class PoissonMixtureDistribution(weights: Seq[Double], distributions: Seq[PoissonDistribution]) extends MixtureDistribution[Long, PoissonDistribution, PoissonMixtureDistribution] with Product with Serializable

   

   Represents a poisson gaussian mixture distribution

   Represents a poisson gaussian mixture distribution

   weights

   Weight of each distribution, should sum up to 1.0

   distributions

   Poisson distributions