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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

simplerandom

Simple pseudo-random number generators in C and Python

cyrandom

Fast random number generation.

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

verarandom

True random numbers in Python

torch-reproducible-block

Control random number generator state via reproducible blocks

randquik

Exceptionally fast random number generation

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

diehard

Test for randomness in data.

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.

chainrand

Python library for verifiable hybrid-chain RNG.