2023 @ Jozsef Arato
python port of the book: An Introduction to Bayesian Data Analysis for Cognitive Science (initally Chapter 1-5)
book website: https://vasishth.github.io/bayescogsci/book/
juypter notebook for each chapter, including code and figures from the book
framework for probabilistic programming - model building: PyMC library (tested with 5.0.2, https://github.com/pymc-devs/pymc)
analysis and visualization of models: arviz library (tested with 0.14.0, https://github.com/arviz-devs/arviz)
other analysis and visualization: numpy,scipy, matplotlib,seaborn
if you find mistakes, feel free to raise an issue, or write me an e-mail: jozsef.arato at univie.ac.at