MDP and Monte Carlo solution for maze solving

MCMC Simulation of Hard Disks

Homework Solutions for Stochastic Processes Course as Computer Science B.Sc. Student at Department of Mathematical Sciences, Sharif University of Technology

MC3 RWMH using MPI.

Neural quantum states in Julia

Markov Chain Monte Carlo Simulation for COVID-19 Incidence.

Build (large) language models of questionable quality, quickly and easily. Nvidia H100 sold separately.

Provides tools for computing Monte Carlo standard errors (MCSE) in Markov chain Monte Carlo (MCMC). A python numpy implementation of mcmcse.r

This repository contains a Python implementation of HMM and MCMC methods for text decryption. These methods are applied for decrypting messages which have been encoded using a various ciphers.

A brief introduction to Markov chain Monte Carlo methods

Code and data for my project on Markov Chain Monte Carlo (MCMC) simulations applied to analyze the behavior of different customer types and their impact on traffic and congestion levels in supermarkets. The project aims to provide insights into the dynamics of customer behavior and its implications for supermarket operations.

My learning journal studying Markov-Chain Monte Carlo methods

This repository contains code for the paper `Sequential Monte Carlo algorithms for agent-based models of disease transmission' by Nianqiao (Phyllis) Ju, Jeremy Heng and Pierre Jacob.

Particles, a self-organizing particle system algorithm simulator, developed for research projects at GT's Theory Lab.

Code Repository for BGCN-NRWS (IEEE ICMLA)

This repo contains Markov Chain Monte Carlo (MCMC) implementation of wake / sleep model by using Pyro. I've re-implemented the work done with pymc3 on this blog earlier. ( https://towardsdatascience.com/markov-chain-monte-carlo-in-python-44f7e609be98 )

a visualization of the metropolis-hastings algorithm, a markov chain monte carlo method which utilizes dependent sampling for high-dimensional distributions

Astrophysical Neutrino Anisotropy

A Python package for MCMC sampling.