Top 79 mcmc open source projects

A common framework for implementing and using log densities for inference.

Multi-core BUGS for fast Bayesian inference of large hierarchical models

Regression with Summary Statistics.

Nested Sampling post-processing and plotting

Bayesian Generalized Linear Models with Time-Varying Coefficients

Markov chain Monte Carlo solver for lattice spin systems implemented by Julialang

Latent Dirichlet Allocation

machine learning

Bayesian nowcasting with adjustment for delayed and incomplete reporting to estimate COVID-19 infections in the United States

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

A web interface for exploring PyMC3 traces

Blang's software development kit

Equilibrium Expectation for ERGM parameter estimation for large directed networks

DynamicHMC versions of StatisticalRethinking models

An R package to manipulate MCMC samples

The sample question for Interview a job in Binary options

Single-cell copy number calling and event history reconstruction.

Using neural network to build expressive hierarchical distribution; A variational method to accurately estimate posterior uncertainty; A fast and general method for Bayesian inference. (ICML 2018)

Bayesian Deep Learning with Stochastic Gradient MCMC Methods