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CmdStan

CmdStan is the command line interface to Stan, 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),
  • penalized maximum likelihood estimation (MLE) using L-BFGS optimization,
  • 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.

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 here on GitHub for interfaces:

  • RStan (R interface)
  • PyStan (Python interface)
  • CmdStan (command-line/shell interface)

Source Repository

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

Licensing

The core Stan C++ code and CmdStan are licensed under new BSD.

Installation

  1. Download the latest release tarball (use the "green" link) from: CmdStan releases
  2. Unpack the tarball.
  3. From the folder, type make for a quick tutorial on how to build models.

Installation using git

See Getting Started with CmdStan for instructions how to clone both CmdStan and Stan submodule.

About

CmdStan, the command line interface to Stan.

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  • C++ 48.3%
  • TeX 47.0%
  • Makefile 2.3%
  • Python 1.6%
  • Stan 0.6%
  • Shell 0.2%