Random Number Generators Python Packages

randomgen

Numpy-compatible bit generators and add some random variate distributions missing from NumPy.

curandrtc

CURandRTC is a GPU random number generation module based on ThrustRTC.

syncrng

Reliably generate the same random numbers in R and Python

cyrandom

A fast cython replacement for the standard library’s random module.

simplerandom

Simple pseudo-random number generators in C and Python

mtalg

Multithreaded elementwise algebra and random number generation

pyarv

Approximate random variables

linear-congruential-generator

The random number generator.

leymosun

High-Entropy Randomness Research Toolkit. High-Entropy Random Number Generation (HE-RNG).

randdist

A random number generator with custom probability distribution function

torch-reproducible-block

Control random number generation side effects when experimenting with Neural Networks in PyTorch

rvg

random values generator

ramlib-samjamsh

A simple random library with prototype in python and main version in C language where you can use in your projects for simple random taks

piran

"Random" numbers based in pi's decimals

verarandom

True random numbers in Python

chainrand

Python library for verifiable hybrid-chain RNG.

randquik

CLI tool for extremely fast random bytes.

diehard

Tests for randomness.

mcrand

MCRand is a library of Monte Carlo methods. Multidimensional integration, non-uniform random number generation, etc.

sourcerandom

Python package for alternate true random number generator using sources provided by either TRNG online services, plaintext uint8 files (separated by whitespace) or collections of ints.

parallel-simulations

Helper class to orchestrate in parallel Monte Carlo simulations for an arbitrary number of models, with low-level parameter granularity.