mcmc topic

Case studies with Bayesian methods

petrushev

A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.

eigenfoo

A repository to keep track of all the code that I end up writing for my blog posts.

MLWhiz

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

wiseodd

Collection of probabilistic models and inference algorithms

wiseodd

Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

xfim

A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.

mschauer

A fully Bayesian implementation of sequential model-based optimization

kiudee

GPstuff - Gaussian process models for Bayesian analysis

gpstuff-dev

Bayesian Evolutionary Analysis by Sampling Trees

CompEvol