Cython - A Guide for Python Programmers - E-book - Multi-format

Edition en anglais

Kurt W. Smith

Note moyenne 
Kurt W. Smith - Cython - A Guide for Python Programmers.
Build software that combines Python's expressivity with the performance and control of C (and C++). It's possible with Cython, the compiler and hybrid... Lire la suite
21,99 € E-book - Multi-format
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Résumé

Build software that combines Python's expressivity with the performance and control of C (and C++). It's possible with Cython, the compiler and hybrid programming language used by foundational packages such as NumPy, and prominent in projects including Pandas, h5py, and scikits-learn. In this practical guide, you'll learn how to use Cython to improve Python's performance-up to 3000x- and to wrap C and C++ libraries in Python with ease. Author Kurt Smith takes you through Cython's capabilities, with sample code and in-depth practice exercises.
If you're just starting with Cython, or want to go deeper, you'll learn how this language is an essential part of any performance-oriented Python programmer's arsenal. - Use Cython's static typing to speed up Python code - Gain hands-on experience using Cython features to boost your numeric-heavy Python - Create new types with Cython-and see how fast object-oriented programming in Python can be - Effectively organize Cython code into separate modules and packages without sacrificing performance - Use Cython to give Pythonic interfaces to C and C++ libraries - Optimize code with Cython's runtime and compile-time profiling tools - Use Cython's prange function to parallelize loops transparently with OpenMP

Caractéristiques

  • Date de parution
    21/01/2015
  • Editeur
    O'Reilly Media
  • ISBN
    978-1-4919-0154-0
  • EAN
    9781491901540
  • Format
    Multi-format
  • Nb. de pages
    254 pages
  • Caractéristiques du format Multi-format
    • Pages
      254
  • Caractéristiques du format PDF
    • Protection num.
      pas de protection
  • Caractéristiques du format ePub
    • Protection num.
      pas de protection

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À propos de l'auteur

Biographie de Kurt W. Smith

Kurt Smith has been using Python in scientific computing ever since his college days, looking for any opportunity to incorporate it into his computational physics classes. He has contributed to the Cython project as part of the 2009 Google Summer of Code, implementing the initial version of typed memoryviews and native cython arrays. He uses Cython extensively in his consulting work at Enthought, training hundreds of scientists, engineers, and researchers in Python, NumPy, Cython, and parallel and high-performance computing.

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