bayesian graphical modelling and a bit of do-calculus for discrete data.
MIT License
Repository for the data and associated notebook for the manuscript "Finding the optimal Bayesian ...
Notebooks about Bayesian methods for machine learning
Noisy regression (MLP, BNN-(RVI, LA))
Jupyter notebooks for demo/projects, now that github supports them
PyMC educational resources
Doing Bayesian statistics in Python!
Bayesian Estimation and Forecasting of Time Series in statsmodels, for Scipy 2022 conference
Practice repo for the book "Statistical Modelling for Data Analysis"
A collection of Bayesian data analysis recipes using PyMC3
STATS 305B: Applied Statistics II. Models and Algorithms for Discrete Data.
Notebooks and data for StanCon2023 tutorial on BRMS
Presented at Scipy Conference 2019
How to do Bayesian statistical modelling using numpy and PyMC3
Essay on Hamiltonian Monte Carlo in PyMC3