Skip to content
/ stan Public

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.

License

Notifications You must be signed in to change notification settings

stan-dev/stan

Folders and files

NameName
Last commit message
Last commit date

Latest commit

b672017 · Dec 11, 2017
Dec 11, 2017
Dec 11, 2017
Aug 24, 2017
Nov 9, 2017
Dec 11, 2017
Aug 15, 2017
Apr 14, 2017
Sep 27, 2017
Oct 18, 2017
Aug 24, 2017
Nov 16, 2016
Dec 11, 2017
Sep 29, 2017
May 4, 2017

Repository files navigation

Stan Logo

Stan is a C++ package providing

  • full Bayesian inference using the No-U-Turn sampler (NUTS), a variant of Hamiltonian Monte Carlo (HMC),
  • approximate Bayesian inference using automatic differentiation variational inference (ADVI), and
  • penalized maximum likelihood estimation (MLE) using L-BFGS optimization.

It is built on top of the Stan Math library, which provides

  • a full first- and higher-order automatic differentiation library based on C++ template overloads, and
  • a supporting fully-templated matrix, linear algebra, and probability special function library.

There are interfaces available in R, Python, MATLAB, Julia, Stata, Mathematica, and for the command line.

DOI

Home Page

Stan's home page, with links to everything you'll need to use Stan is:

http://mc-stan.org/

Interfaces

There are separate repositories in the stan-dev GitHub organization for the interfaces, higher-level libraries and lower-level libraries.

Source Repository

Stan's source-code repository is hosted here on GitHub.

Licensing

The Stan math library, core Stan code, and CmdStan are licensed under new BSD. RStan and PyStan are licensed under GPLv3, with other interfaces having other open-source licenses.