Project details for Armadillo library

Screenshot Armadillo library 0.6.2

by cu24gjf - March 29, 2009, 06:05:14 CET [ Project Homepage BibTeX Download ]

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Armadillo is a template C++ linear algebra library (matrix maths) aiming towards a good balance between speed and ease of use. Integer, floating point and complex numbers are supported, as well as a subset of trigonometric and statistics functions. Various matrix decompositions are provided via an optional integration with LAPACK and ATLAS libraries.

A delayed evaluation approach is employed (during compile time) to combine several operations into one and reduce (or eliminate) the need for temporaries. This is accomplished through recursive templates and template meta-programming.

This library is useful if C++ has been decided as the language of choice (due to speed and/or integration capabilities), rather than another language like Matlab or Octave. It is distributed under a license that is useful in both open-source and commercial contexts.

Changes to previous version:

Changes since version 0.5.0:

Added functionality: - solve(), for solving systems of linear equations
- svd(), singular value decomposition
- expressions can now have mixed matrix types
- complex number versions of statistics functions
- reworked operators, providing more flexibility

Bug fixes:
- sign of scalar produced by det()
- handling of single row and column submats by statistics functions

BibTeX Entry: Download
Supported Operating Systems: Linux, Macosx, Posix
Data Formats: Ascii, Binary
Tags: Atlas, Lapack, Linear Algebra, Templates
Archive: download here


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