isabella232 / ublas

Boost.uBlas

Boost Linear and Multilinear Algebra Library

Boost.uBlas is a header-only library and part of the Boost C++ libraries. It provides a set of basic linear and multilinear algebra operations with tensors, matrices and vectors. uBLAS is documented at boost.org or in docs. Simple examples of the tensor extension is provided by the wiki page.

Simple Example

#include <boost/numeric/ublas/tensor.hpp> 
#include <iostream>

int main()
{
  using namespace boost::numeric::ublas::index;
  using tensor  = boost::numeric::ublas::tensor_dynamic<float>;
  auto ones     = boost::numeric::ublas::ones<float>{};

  tensor A = ones(3,4,5);
  tensor B = ones(4,6,3,2);

  tensor C = 2*ones(5,6,2) + A(_i,_j,_k)*B(_j,_l,_i,_m) + 5;
  
  // Matlab Compatible Formatted Output
  std::cout << "C=" << C << ";" << std::endl;
}

Requirements

• Boost.uBlas requires a C++20 compatible compiler
  • gcc version >= 10.x.x
  • clang version >= 10.x.x
  • msvc version >= 14.28
• Unit-tests require Boost.Test

Discussions and Questions

• Be sure to have read our code of conduct and Boost's discussion policy
• Contributors and maintainers mainly use Discussions (previously Gitter) to discuss library design or governance topics.
• Users of the library can choose between the following platforms preferably Gitter, the Boost developers mailing list using the [ublas] tag at the beginning of the subject line or Stackoverflow using boost-ublas or ublas tags
• Contact the maintainers Cem, David or Stefan if you have suggestions

Contribution

• Be sure that you have read our contribution guidelines and our code of conduct
• If you want to report a bug, create an issue
• If you want to submit a patch, create pull request against develop branch.

Directories

Name	Purpose
doc	documentation
examples	example files
include	headers
test	unit tests
benchmarks	timing and benchmarking