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Cython - A Guide For Python Programmers: Cython - A Guide For Python Programmers
: Kurt W. Smith
: O'Reilly Media
: 2015
: PDF, EPUB
: 36,7
: / English

Build software that combines Pythons expressivity with the performance and control of C (and C++). Its 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, youll learn how to use Cython to improve Pythons performanceup to 3000x and to wrap C and C++ libraries in Python with ease.

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

* Use Cythons static typing to speed up Python code

* Gain hands-on experience using Cython features to boost your numeric-heavy Python

* Create new types with Cythonand 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 Cythons runtime and compile-time profiling tools

* Use Cythons prange function to parallelize loops transparently with OpenMP










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