Distribution

A distribution of typed objects.

Types

An empty companion. Distribution factories should be written as its extensions.

suspend fun <T : Any> Sampler<T>.next(generator: RandomGenerator): T

Samples one value from this Sampler.

Samples a Buffer of values from this Sampler.

abstract fun probability(arg: T): Double

A probability value for given argument arg. For continuous distributions returns PDF

abstract override fun sample(generator: RandomGenerator): Chain<T>

Generates a chain of samples.

@JvmName(name = "sampleRealBuffer")

Generates size real samples and chunks them into some buffers.

@JvmName(name = "sampleIntBuffer")

Generates size integer samples and chunks them into some buffers.

fun <T : Any> Sampler<T>.sampleBuffer(generator: RandomGenerator, size: Int, bufferFactory: BufferFactory<T> = BufferFactory.boxing()): Chain<Buffer<T>>

Sample a bunch of values