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Armadillo C++ matrix library

Armadillo C++ matrix library

Fast C++ matrix library with easy to use functions and syntax, deliberately similar to Matlab

Summary
License Mozilla Public License 2.0 (MPL 2.0)
Updated on Sep 24, 2015
Version na
Site URL http://arma.sourceforge.net/
Download URL http://sourceforge.net/projects/arma/files/late...
Author Guest
Category Development Tools
Views 577
Downloads 0
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Description

It is a fast C++ matrix library with very easy functions and syntax. Armadillo has the same purpose as that of Matlab.  It opts for template meta-programming techniques.

Armadillo serves you as an efficient wrapper for LAPACK, BLAS and ATLAS libraries; also it includes high-performance versions such as Intel MKL, AMD ACML and OpenBLAS.

Features          

  • Easy to use
  • Many MATLAB like functions
  • Efficient classes for vectors, matrices, cubes (3rd order tensors) and fields
  • Fast singular value decomposition (SVD), eigen decomposition, QR, LU, Cholesky, FFT
  • Statistical modelling using Gaussian Mixture Models (GMM)
  • Clustering using K-means and Expectation Maximisation
  • Automatic vectorisation of expressions (SIMD)
  • Contiguous and non-contiguous submatrices
  • Automatically combines several operations into one
  • Useful for prototyping directly in C++
  • Useful for conversion of research code into production environments
  • Distributed under a license useful in both open-source and proprietary/commercial contexts

Reviews

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