Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)

PXO (Poly-XTAL Operations). Generate, analyze and export complex 2D space partitions like metallic grain structures

Simulation of the Potts model for a university course in Monte Carlo simulations

Image denoising using Markov random fields.

Minimum Probability Flow-Boltzmann Machine Learning (MPF-BML) standalone GUI-based application for the inference of maximum entropy distribution parameters

Exploration of phase transition in classical 2D, q={2,3,4,5,6} Potts model with Machine Learning

Task Assignment with Potts Model

course project of Probability and Stochastic Processes (2) of EE, Tsinghua University.

Joint smoothing and partitioning of one-dimensional signals and time series with higher order Mumford-Shah models

Running SPPARKS (Stochastic Parallel Particle Kinetic Simulator) on HPC system

This repository is for regenerating the results in the paper.

2D potts model implementation (equals a 2D ising model when spins are limited to 2 states)

Modelling of recrystallization of single phase material

A demo to simulate 2D spin lattices with different shapes, boundary conditions, models and algorithms

Wolff algorithm for the q Potts model.

Simulation of space-embedded molecular aggregates using Potts model

Computer project of Random Simulation method, MCMC simulation of Potts model

Code for Monte-Carlo simulation of q-state potts model.

A highly modular simulation framework of Monte-Carlo methods, based on the Ising Model in a 2D spin lattice. Producing results for the macroscopic properties of the system via simulation and bootstrapping. A few commonly used algorithms are built-in. Model generalizations and additional algorithms can be implemented.

Simulation of Potts Model through web app