Exploring and eliciting probability distributions

Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python

Python tools for Bayesian data analysis

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

Undermining the integrity of an office prediction contest

My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.

Projects from the Course on "Algorithms for Data guided Business Intelligence"

classifier of programming languages

An implementation of the Bayesian Generalized Lomb Scargle periodogram as described by Mortier et al. 2015

"Probabilistic Programming & Bayesian Methods for Hackers" book ported to Stan (python)

Your Probabilistic Modeling Copilot

Nested sampling of pyspeckit models with PyMultiNest.

Exercise repo for Bayesian Statistical Inference courses at University of Eastern Finland.

Simple python code for a frequency box visualization of bayes rule for test errors, for teaching mainly

Short overview of Bayesian Analysis

code to produce the results in McCourt & Madigan (2015)

Efficient grid-based evaluation of probability distributions

Python package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS) for Bayesian Modeling