R program for a metropolis-hastings based MCMC sampler using a multivariate-normal proposal distribution.
-
Updated
Dec 9, 2021 - HTML
R program for a metropolis-hastings based MCMC sampler using a multivariate-normal proposal distribution.
Inverse prompting LLMs for interpretability
In this repository, software applications in simulation and visualization for various applications are presented with interesting examples.
Graph: Representation, Learning, and Inference Methods
Solver of Tetravex puzzle using the Metropolis-Hastings simulated annealing algorithm in C++. demonstrate the effectiveness of the Metropolis-Hastings algorithm in solving combinatorial optimization problems, such as the Tetravex puzzle
Ising model, Glauber dynamics, Metropolis-Hastings algorithms, and renormalization.
Simulations Using Markov Chain Monte Carlo Methods
Python Implementation of Bayesian inference for GMM
Classical predictive models implemented in Python.
The programming part for the second assignment of the course DSC 531 - Statistical Simulations and Data Analysis of the University of Cyprus MSc in Data Science programme
A series of Numerical Simulation examples using various MonteCarlo techniques like Metropolis, Genetic Algos, Simulated Annealing etc.
Repository for work on probabilistic traffic flow modelling through constitutive law estimation on road (link) level
Generate a dot painting from a photo by using the Metropolis algorithm
Bayesian logistic regression using Metropolis-Hastings sampling techniques in R
This repository contains the project of CMKV class at EPITA. The goal of the project is to provide a solver for a Tetravex game using a Metropolis-Hasting.
Bayesian Regression Analyses from scratch - NBA data example
Metropolis Light Transport (Reading Group)
Correlated pseudo-marginal Metropolis-Hastings using quasi-Newton proposals
Markov Chain Monte Carlo methods.
Add a description, image, and links to the metropolis-hastings topic page so that developers can more easily learn about it.
To associate your repository with the metropolis-hastings topic, visit your repo's landing page and select "manage topics."