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streamlined linear algebra library for Python - https://pyarma.sourceforge.io

linear-algebra linear-algebra-library python cpp11 pybind11 matrix-factorization matrix-functions lapack blas mkl armadillo scientific-computing numpy scipy

pyarmadillo's Introduction

PyArmadillo - streamlined linear algebra library for Python

  • PyArmadillo is a user-friendly linear algebra and scientific computing library for Python, with Matlab-like syntax

  • Provides objects for matrices and cubes, as well as over 200 associated functions for manipulating data stored in the objects

  • Integer, floating point and complex elements are supported

  • Various matrix factorisations are provided through integration with LAPACK, or one of its high performance drop-in replacements (Intel MKL or OpenBLAS)

  • Can be used for machine learning, pattern recognition, computer vision, signal processing, bioinformatics, statistics, finance, etc

  • How to install: pyarma.sourceforge.io

  • Git repo: gitlab.com/jason-rumengan/pyarma

  • API Documentation: pyarma.sourceforge.io/docs.html

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