armadillo
Armadillo
C++ linear algebra library
Data61

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  • Armadillo is a high quality linear algebra library (matrix maths) for the C++ language, aiming towards a good balance between speed and ease of use
     
  • Provides high-level syntax (API) deliberately similar to Matlab
     
  • Useful for algorithm development directly in C++, or quick conversion of research code into production environments (eg. software & hardware products)
     
  • Can be used for machine learning, pattern recognition, computer vision, signal processing, bioinformatics, statistics, econometrics, etc
     
  • Provides efficient classes for vectors, matrices and cubes, as well as 200+ associated functions; integer, floating point and complex numbers are supported
     
  • Various matrix decompositions are provided through integration with LAPACK, or one of its high performance drop-in replacements (eg. multi-threaded Intel MKL, or AMD ACML, or OpenBLAS)
     
  • A sophisticated expression evaluator (based on template meta-programming) automatically combines several operations to increase speed and efficiency
     
  • Commercial license (with technical support) is available for purchase
     
  • Primarily developed by Conrad Sanderson at Data61 (Australia)
     
  • download latest version  |  browse documentation
     
  
  
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