posterior

Database with posteriors of interest for Bayesian inference

A Bayesian Analysis Toolkit in Julia

Public version of PolyChord: See polychord.co.uk for PolyChordPro

A simple library to run variational inference on Stan models.

A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.

Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis

Project for fitting a multiscale model as described in Kolaczyk et al 2000.

MCMC with R

Bayesian volcano plots bring together the explicit treatment of uncertainty in Bayesian models and the familiar visualization of volcano plots

Two different classification task solved with bayesian neural networks using PyMC3 as part of my MSc thesis. It was inspired by Thomas Wiecki blog post, thanks for his contribution.

Flexible Bayesian semi-mechanistic modelling of infectious diseases: renewal-process (self-exciting point process) models of Rt and infections, fit with Stan via CmdStanR.