Package space.kscience.kmath.distributions

Types

Distribution
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interface Distribution<T : Any> : Sampler<T>
A distribution of typed objects.
DistributionBuilder
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class DistributionBuilder<T : Any>
FactorizedDistribution
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class FactorizedDistribution<T>(distributions: Collection<NamedDistribution<T>>) : NamedDistribution<T>
A multivariate distribution that has independent distributions for separate axis
NamedDistribution
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interface NamedDistribution<T> : Distribution<Map<String, T>>
A multivariate distribution which takes a map of parameters
NamedDistributionWrapper
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class NamedDistributionWrapper<T : Any>(name: String, distribution: Distribution<T>) : NamedDistribution<T>
NormalDistribution
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class NormalDistribution(sampler: GaussianSampler) : UnivariateDistribution<Double>
Implements UnivariateDistribution for the normal (gaussian) distribution.
UnivariateDistribution
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interface UnivariateDistribution<T : Comparable<T>> : Distribution<T>

Functions

integral
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fun <T : Comparable<T>> UnivariateDistribution<T>.integral(from: T, to: T): Double
Compute probability integral in an interval