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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.

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.

Cmdstan ⭐ 175

CmdStan, the command line interface to Stan

Cmdstanr ⭐ 110

CmdStanR: the R interface to CmdStan

Bridgestan ⭐ 55

BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.

Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.

Bunnylod ⭐ 40

Cross platform GLFW based port of Stan Melax's BunnyLOD Easy Mesh Simplification

Httpstan ⭐ 35

HTTP interface to Stan, a package for Bayesian inference.

c++ version of BUGS

C++ template library for probabilistic programming

Covidestim ⭐ 24

Bayesian nowcasting with adjustment for delayed and incomplete reporting to estimate COVID-19 infections in the United States

Bayesdfa ⭐ 24

Bayesian DFA with Stan

Stan4bart ⭐ 23

Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree (BART) components.

Fastdtw X ⭐ 17

C++ porting of Stan Salvador's FastDTW

Bayesforecast ⭐ 17

Automatic forecasting and Bayesian modeling for time series with Stan

Bayesreg ⭐ 14

R package to perform Bayesian regularization using Stan.

Pystan Wheels ⭐ 7

Automated builds of OSX and manylinux wheels for pystan

Epocutils ⭐ 7

Set of helpers to use the Emotiv Epoc SDK - C/C++

Gpu Stan Paper Materials ⭐ 7

Replication scripts, measurement data, visualization scripts, and installation instructions for the paper "GPU-based Parallel Computation Support for Stan".

Bayesian Meta-Analysis via 'Stan'

Smilefile ⭐ 6

Keep track of how often you smile.

Bayesynergy ⭐ 6

An R package for Bayesian semi-parametric modelling of in-vitro drug combination experiments

Plumed2 Automatic Gradients ⭐ 4

How to differentiate collective variables in free energy codes: Computer-algebra code generation and automatic differentiation

Automated bidirectional Monte Carlo for probabilistic programming languages.

Httpstan Wheels ⭐ 4

Wheels for httpstan

Importance sampling correction approach for faster inference for exponential family state space models

Breathteststan ⭐ 3

Stan-based fitting function for use with dmenne/breathtestcore. Stan functions are in a separate package for easier testing.

Fitting goal models with STAN in R.

Stick Figure Animation Tool

Protostan ⭐ 2

Thin protobuf interface wrapper for Stan

trophicR is an R package to facilitate model-fitting of functional responses (trophic interactions) using a Bayesian approach with Stan via the rstan package.

Gutsrstan ⭐ 2

A library for Bayesian fitting of TKTD model with the Stan language

Katrin Analysis ⭐ 2

A package for Bayesian and Frequentist analysis of KATRIN experiment.

Demo how to use brms with a precompiled model

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