Sampler

fun fun interface Sampler<out T : Any>

Sampler that generates chains of values of type T.

Functions

sample

common

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

Generates a chain of samples.

Distribution

AhrensDieterExponentialSampler

AhrensDieterMarsagliaTsangGammaSampler

AliasMethodDiscreteSampler

KempSmallMeanPoissonSampler

BlockingDoubleSampler

SmallMeanPoissonSampler

LargeMeanPoissonSampler

ConstantSampler

BasicSampler

common

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

Samples one value from this Sampler.

sampleBuffer

common

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

Sample a bunch of values

@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.

common source