Cython: A Guide for Python Programmers - Couverture souple

Smith, Kurt

Couverture souple

ISBN 10 : 1491901551 ISBN 13 : 9781491901557

Editeur : O'Reilly Media, 2015

Synopsis

Build software that combines Pythonâ s expressivity with the performance and control of C (and C++). Itâ 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, youâ ll learn how to use Cython to improve Pythonâ s performanceâ up to 3000xâ and to wrap C and C++ libraries in Python with ease.

Author Kurt Smith takes you through Cythonâ s capabilities, with sample code and in-depth practice exercises. If youâ re just starting with Cython, or want to go deeper, youâ ll learn how this language is an essential part of any performance-oriented Python programmerâ s arsenal.

• Use Cythonâ 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 Cythonâ 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 Cythonâ s runtime and compile-time profiling tools
• Use Cythonâ s prange function to parallelize loops transparently with OpenMP

A propos du livre

À propos de l?auteur

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.

Détails de l'édition

• Éditeur: O'Reilly Media
• Date d'édition: 2015
• Langue: anglais
• ISBN 10: 1491901551
• ISBN 13: 9781491901557
• Reliure: Broché
• Numéro d'édition: 1
• Nombre de pages: 254
• Coordonnées du fabricant: O'Reilly; https://oreilly.com; ; 1005 Gravenstein Highway North; Sebastopol; CA; 95472; Etats-Unis
• Personne responsable: non disponible