https://github.com/j-fu/numcxx
https://github.com/j-fu/numcxx
Last synced: 2 months ago
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- Host: GitHub
- URL: https://github.com/j-fu/numcxx
- Owner: j-fu
- License: other
- Created: 2019-10-18T20:18:26.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2019-10-18T20:25:08.000Z (over 5 years ago)
- Last Synced: 2025-01-08T12:39:43.288Z (4 months ago)
- Language: C
- Size: 507 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
numcxx - a collection of python compatible classes for linear algebra in C++
======================================================================
Authors:
- Jürgen Fuhrmann (http://www.wias-berlin.de/~fuhrmann)
- Timo Streckenbach (http://www.wias-berlin.de/~strecken)
## Rationale
- Provide lightweight multidimensional linear algebra classes for
C++11
- Keep the code reasonably simple and transparent for beginners in
order to be useful for teaching
- Study expressive capabilities of modern C++ in the context of numerical
algorithms
- Zero copy, reference counted exchange of array data with other
packages without copying data, in particular
- [LAPACK](http://www.netlib.org/lapack/) (to be installed via system installer)
- [UMFPACK](http://faculty.cse.tamu.edu/davis/suitesparse.html) (to be installed via system installer)
- [triangle](https://www.cs.cmu.edu/~quake/triangle.html) (provided with numcxx)
- [iterative method templates](http://www.netlib.org/templates/cpp/) (provided with numcxx)
- interface to python/numpy (work in progress)
Many ideas used behind this library have been developed in the
framework of the WIAS [pdelib](http://pdelib.org) project, and they
evolved over many years. C++11 allows for a standard-conforming and
concise implementation, and so this code is as well a concept study.
Anyone expecting a more sophisticated package may have a look at these
projects:
- [Eigen](http://eigen.tuxfamily.org)
- [Armadillo](http://arma.sourceforge.net/)
- [Blaze](https://bitbucket.org/blaze-lib/blaze/overview)
- [Trilinos/DOMI](https://trilinos.org/packages/domi)
## Further information
- [Public mercurial repository (on bitbucket)](https://bitbucket.org/j-fu/numcxx)
- [Doxygen documentation (via WIAS)](http://www.wias-berlin.de/people/fuhrmann/numcxx/html/index.html)
- Introduction: [(local)](intro.md) [(via WIAS)](http://www.wias-berlin.de/people/fuhrmann/numcxx/html/md_doc_intro.html)
- Installation: [(local)](installation.md) [(via WIAS)](http://www.wias-berlin.de/people/fuhrmann/numcxx/html/md_doc_installation.html)