mcmc topic
bayesian-modeling
Case studies with Bayesian methods
littlemcmc
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
data_science_blogs
A repository to keep track of all the code that I end up writing for my blog posts.
MCMC
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
probabilistic-models
Collection of probabilistic models and inference algorithms
ggmcmc
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
Bridge.jl
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
bayes-skopt
A fully Bayesian implementation of sequential model-based optimization
gpstuff
GPstuff - Gaussian process models for Bayesian analysis