23 open source projects by stan-dev

Materials from Stan conferences

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.

shinystan R package and ShinyStan GUI

CmdStan, the command line interface to Stan

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

The Stan transpiler (from Stan to C++ and beyond).

Projection predictive variable selection

The posterior R package

CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan program and fit the model to data using CmdStan.

Database with posteriors of interest for Bayesian inference

PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io

PyStan, the Python interface to Stan

RStan, the R interface to Stan

Example models for Stan

The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.

rstanarm R package for Bayesian applied regression modeling

bayesplot R package for plotting Bayesian models

CmdStanR: the R interface to CmdStan

Fast autodiff.

Documentation for the Stan language and CmdStan

A Mathematica package to interact with CmdStan

Inference on marginal distributions using gradient-based optimization

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