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NumPy

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NumPy is an open source library for the Python programming language, adding support for large, multidimensional arrays, and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.

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Numc was both a programming project as well as an optimization project, where I implemented a naive version of Num.py in C and then attempted to optimize some of the matrix operations to be as fast as the original Num.py. To increase performance, I optimized the algorithm, used SIMD instructions, and implemented parallel programming with OpenMP.…

  • Updated Sep 9, 2021
  • C

Created by Travis Oliphant

Latest release 26 days ago

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numpy/numpy
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numpy.org
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Related Topics

python scipy