stdlib-js/random-streams

Standard library pseudorandom number generator streams.

JavaScript

Apache License 2.0

This project provides a comprehensive collection of pseudorandom number generator (PRNG) streams for JavaScript, allowing developers to create readable streams that generate random numbers following various statistical distributions like normal, uniform, exponential, and many others. It's designed for developers working on scientific computing, statistical simulations, or any application requiring high-quality random number generation in Node.js or browser environments.

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stdlib-js/random-streams-arcsine

Create a readable stream for generating pseudorandom numbers drawn from an arcsine distribution.

stdlib-js/random-streams-bernoulli

Create a readable stream for generating pseudorandom numbers drawn from a Bernoulli distribution.

stdlib-js/random-streams-beta

Create a readable stream for generating pseudorandom numbers drawn from a beta distribution.

stdlib-js/random-streams-betaprime

Create a readable stream for generating pseudorandom numbers drawn from a beta prime distribution.

stdlib-js/random-streams-binomial

Create a readable stream for generating pseudorandom numbers drawn from a binomial distribution.

stdlib-js/random-streams-box-muller

Create a readable stream for generating pseudorandom numbers drawn from a standard normal distribution using the Box-Muller transform.

stdlib-js/random-streams-cauchy

Create a readable stream for generating pseudorandom numbers drawn from a Cauchy distribution.

stdlib-js/random-streams-chi

Create a readable stream for generating pseudorandom numbers drawn from a chi distribution.

stdlib-js/random-streams-chisquare

Create a readable stream for generating pseudorandom numbers drawn from a chi-square distribution.

stdlib-js/random-streams-cosine

Create a readable stream for generating pseudorandom numbers drawn from a raised cosine distribution.

stdlib-js/random-streams-discrete-uniform

Create a readable stream for generating pseudorandom numbers drawn from a discrete uniform distribution.

stdlib-js/random-streams-erlang

Create a readable stream for generating pseudorandom numbers drawn from an Erlang distribution.

stdlib-js/random-streams-exponential

Create a readable stream for generating pseudorandom numbers drawn from an exponential distribution.

stdlib-js/random-streams-f

Create a readable stream for generating pseudorandom numbers drawn from an F distribution.

stdlib-js/random-streams-frechet

Create a readable stream for generating pseudorandom numbers drawn from a Fréchet distribution.

stdlib-js/random-streams-gamma

Create a readable stream for generating pseudorandom numbers drawn from a gamma distribution.

stdlib-js/random-streams-geometric

Create a readable stream for generating pseudorandom numbers drawn from a geometric distribution.

stdlib-js/random-streams-gumbel

Create a readable stream for generating pseudorandom numbers drawn from a Gumbel distribution.

stdlib-js/random-streams-hypergeometric

Create a readable stream for generating pseudorandom numbers drawn from a hypergeometric distribution.

stdlib-js/random-streams-improved-ziggurat

Create a readable stream for generating pseudorandom numbers drawn from a standard normal distribution using the Improved Ziggurat algorithm.

stdlib-js/random-streams-invgamma

Create a readable stream for generating pseudorandom numbers drawn from an inverse gamma distribution.

stdlib-js/random-streams-kumaraswamy

Create a readable stream for generating pseudorandom numbers drawn from a Kumaraswamy's double bounded distribution.

stdlib-js/random-streams-laplace

Create a readable stream for generating pseudorandom numbers drawn from a Laplace (double exponential) distribution.

stdlib-js/random-streams-levy

Create a readable stream for generating pseudorandom numbers drawn from a Lévy distribution.

stdlib-js/random-streams-logistic

Create a readable stream for generating pseudorandom numbers drawn from a logistic distribution.

stdlib-js/random-streams-lognormal

Create a readable stream for generating pseudorandom numbers drawn from a lognormal distribution.

stdlib-js/random-streams-minstd

Create a readable stream for a linear congruential pseudorandom number generator (LCG) based on Park and Miller.

stdlib-js/random-streams-minstd-shuffle

Create a readable stream for a linear congruential pseudorandom number generator (LCG) whose output is shuffled.

stdlib-js/random-streams-mt19937

Create a readable stream for a 32-bit Mersenne Twister pseudorandom number generator.

stdlib-js/random-streams-negative-binomial

Create a readable stream for generating pseudorandom numbers drawn from a negative binomial distribution.

stdlib-js/random-streams-normal

Create a readable stream for generating pseudorandom numbers drawn from a normal distribution.

stdlib-js/random-streams-pareto-type1

Create a readable stream for generating pseudorandom numbers drawn from a Pareto (Type I) distribution.

stdlib-js/random-streams-poisson

Create a readable stream for generating pseudorandom numbers drawn from a Poisson distribution.

stdlib-js/random-streams-randi

Create a readable stream for generating pseudorandom numbers having integer values.

stdlib-js/random-streams-randn

Create a readable stream for generating pseudorandom numbers drawn from a standard normal distribution.

stdlib-js/random-streams-randu

Create a readable stream for generating uniformly distributed pseudorandom numbers between 0 and 1.

stdlib-js/random-streams-rayleigh

Create a readable stream for generating pseudorandom numbers drawn from a Rayleigh distribution.

stdlib-js/random-streams-t

Create a readable stream for generating pseudorandom numbers drawn from a Student's t distribution.

stdlib-js/random-streams-triangular

Create a readable stream for generating pseudorandom numbers drawn from a triangular distribution.

stdlib-js/random-streams-uniform

Create a readable stream for generating pseudorandom numbers drawn from a uniform distribution.

stdlib-js/random-streams-weibull

Create a readable stream for generating pseudorandom numbers drawn from a Weibull distribution.

stdlib-js/utils-define-read-only-property

Define a read-only property.

stdlib-js/array-int32

Int32Array.

stdlib-js/array-uint32

Uint32Array.

stdlib-js/array-uint8

Uint8Array.

stdlib-js/assert-has-own-property

Test if an object has a specified property.

stdlib-js/assert-is-boolean

Test if a value is a boolean.

stdlib-js/assert-is-browser

Check if the runtime is a web browser.

stdlib-js/assert-is-buffer

Test if a value is a Buffer object.

stdlib-js/assert-is-error

Test if a value is an Error object.

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