PyMC3 educational resources, including the PyMC3 port of the following books (original models in STAN/BUGS/JAGS etc,.):
- "Bayesian Modeling and Computation in Python" by Osvaldo A. Martin, Ravin Kumar, Junpeng Lao
- PyMC3 port of the book "Statistical Rethinking" by Richard McElreath (first edition)
- PyMC3 port of the book "Statistical Rethinking" by Richard McElreath (second edition)
- PyMC3 port of the book "Bayesian Cognitive Modeling" by Michael Lee and EJ Wagenmakers
- PyMC3 port of the book "Bayesian Statistical Methods" by Brian J. Reich and Sujit K. Ghosh
- PyMC3 port of the book "Bayesian Data Analysis" by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari and Donald B. Rubin
Unless otherwise stated in the directory containing the codes, all codes are copyrighted by their author(s) under MIT license.