Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
-
Updated
May 9, 2024 - C++
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
Bayesian Data Analysis demos for Python
How to do Bayesian statistical modelling using numpy and PyMC3
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
RStan, the R interface to Stan
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Bayesian Data Analysis demos for R
rstanarm R package for Bayesian applied regression modeling
A collection of Bayesian data analysis recipes using PyMC3
Bayesian analysis + tidy data + geoms (R package)
shinystan R package and ShinyStan GUI
Bayesian Data Analysis demos for Matlab/Octave
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
Statistical Rethinking with PyTorch and Pyro
Doing Bayesian statistics in Python!
🚫 ↩️ A document that introduces Bayesian data analysis.
High-performance Bayesian Data Analysis on the GPU in Clojure
Tools for Developing R Packages Interfacing with Stan
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Add a description, image, and links to the bayesian-data-analysis topic page so that developers can more easily learn about it.
To associate your repository with the bayesian-data-analysis topic, visit your repo's landing page and select "manage topics."