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.
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Updated
Jun 4, 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.
RStan, the R interface to Stan
Bayesian Data Analysis demos for Python
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Bayesian analysis + tidy data + geoms (R package)
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
How to do Bayesian statistical modelling using numpy and PyMC3
Bayesian Data Analysis demos for R
A collection of Bayesian data analysis recipes using PyMC3
rstanarm R package for Bayesian applied regression modeling
High-performance Bayesian Data Analysis on the GPU in Clojure
shinystan R package and ShinyStan GUI
Statistical Rethinking with PyTorch and Pyro
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
🚫 ↩️ A document that introduces Bayesian data analysis.
Doing Bayesian statistics in Python!
'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
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