https://github.com/stan-dev/stan
Revision f61fc89704a6886ce44ab0a24cc2d6e23d3dd785 authored by Daniel Lee on 15 January 2019, 07:18:43 UTC, committed by Daniel Lee on 17 May 2019, 01:54:30 UTC
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Tip revision: f61fc89704a6886ce44ab0a24cc2d6e23d3dd785 authored by Daniel Lee on 15 January 2019, 07:18:43 UTC
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README.md
<a href="http://mc-stan.org">
<img src="https://raw.githubusercontent.com/stan-dev/logos/master/logo.png" width=200 alt="Stan Logo"/>
</a>
<b>Stan</b> 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](https://github.com/stan-dev/math), 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](https://zenodo.org/badge/19868/stan-dev/stan.svg)](https://zenodo.org/badge/latestdoi/19868/stan-dev/stan)
Home Page
---------
Stan's home page, with links to everything you'll need to use Stan is:
[http://mc-stan.org/](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.
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