Skip to content

Home

Jump to bottom
seantalts edited this page Mar 8, 2018 · 17 revisions

Using the Stan Math Library

If you're using the Stan Math Library, you should only include one header file. The most common one to include is stan/math.hpp.

To choose the correct include, you'll need to know two things:

  • primitive (no auto-diff) vs reverse-mode autodiff vs forward-mode autodiff vs mixed autodiff (includes both reverse and forward-mode)
  • scalar (no std::vector or Eigen::Matrix) vs array (std::vector, but no Eigen::Matrix) vs matrix (includes array)

Once you picked what you want to use, you'll include:

  • stan/math/prim/scal.hpp for primitive and scalar
  • stan/math/prim/arr.hpp for primitive and array
  • stan/math/prim/mat.hpp for primitive and matrix
  • stan/math/rev/scal.hpp for reverse-mode and scalar
  • stan/math/rev/arr.hpp for reverse-mode and array
  • stan/math/rev/mat.hpp for reverse-mode and matrix. This is what's included when you include stan/math.hpp
  • stan/math/fwd/scal.hpp for forward-mode and scalar
  • stan/math/fwd/arr.hpp for forward-mode and array
  • stan/math/fwd/mat.hpp for forward-mode and matrix
  • stan/math/mix/scal.hpp for mixed-mode and scalar
  • stan/math/mix/arr.hpp for mixed-mode and array
  • stan/math/mix/mat.hpp for mixed-mode and matrix.

Order Dependencies for Eigen Traits

The reason we provide these files is because we need to make sure that we instantiate traits in the correct order for the Eigen traits and the std::numeric_limits traits. If we try to specialize a template after instantiating the template, then it's too late and it won't compile or we'll have other issues. See this discussion for more details:

http://stackoverflow.com/questions/12732042/explicit-specialization-of-stditerator-traitschar-after-instantiation-c

#Contributing to Stan Math See: https://github.com/stan-dev/math/wiki/Introduction-to-Stan-Math-for-New-Developers

Where do I create a new issue

Stan's development is across multiple repositories. See this page for details on where to put new issues: https://github.com/stan-dev/stan/wiki/Where-do-I-create-a-new-issue

Running tests from the math library

Running tests in the Stan Math Library require these libraries, which are all included in the repository:

  • Boost
  • Eigen
  • Google Test
  • CppLint (optional)

No additional configuration is necessary to start running with the default libraries.

If you want to use custom locations for the library locations, set these makefile variables:

  • EIGEN
  • BOOST
  • GTEST
  • CPPLINT (optional)

Example ~/.config/stan/make.local file:

BOOST = ~/boost

Running tests

To run tests, you will need a copy of the Math library, a C++ compiler, make, and python (for the test script).

To run the unit tests, type:

> ./runTests.py test/unit

To run the auto-generated distribution tests, type:

> ./runTests.py test/prob

To run the multiple translation unit tests, type:

> ./runTests.py test/unit/multiple_translation_units_test.cpp

If you see this message:

------------------------------------------------------------
make generate-tests -s
test/prob/generate_tests.cpp:9:10: fatal error: 'boost/algorithm/string.hpp' file not found
#include <boost/algorithm/string.hpp>
         ^
1 error generated.
make: *** [test/prob/generate_tests] Error 1
make generate-tests -s failed

the library paths have not been configured correctly.

To test headers,

> make test-headers

Home | Users | Developers

[Home]

Clone this wiki locally