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

Fast random number generation.

simplerandom

Simple pseudo-random number generators in C and Python

mtalg

Multithreaded elementwise algebra and random number generation

leymosun

High-Entropy Randomness Research Toolkit. High-Entropy Random Number Generator (HE-RNGs). Generation of random matrices in canonical ensembles. Generating of mixed matrix ensembles via Mixed Matrix Ensemble Sampling (MMES) algorithm. Matrix utilities, spectral analysis, krylov and quantum core, spectral unfolding, nearest-neighbor spacing, mean adjacent gap ratio, analytic expressions from theory and uncertainty quantification.

pyarv

Python bindings of approximate random variables

linear-congruential-generator

The random number generator.

rvg

random values generator

randdist

python random generator with custom probability distribution

piran

"Random" numbers based in pi's decimals

torch-reproducible-block

Control random number generator state via reproducible blocks

verarandom

True random numbers in Python

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

randquik

Exceptionally fast random number generation

diehard

Test for randomness in data.

chainrand

Python library for verifiable hybrid-chain RNG.

mcrand

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

parallel-simulations

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

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.