Read e-book online Cython: A Guide for Python Programmers PDF

By Kurt W. Smith

ISBN-10: 1491901551

ISBN-13: 9781491901557

Build software program that mixes Python’s expressivity with the functionality and keep watch over of C (and C++). It’s attainable with Cython, the compiler and hybrid programming language utilized by foundational applications resembling NumPy, and renowned in initiatives together with Pandas, h5py, and scikits-learn. during this functional advisor, you’ll easy methods to use Cython to enhance Python’s performance—up to 3000x— and to wrap C and C++ libraries in Python with ease.

Author Kurt Smith takes you thru Cython’s functions, with pattern code and in-depth perform workouts. If you’re simply beginning with Cython, or are looking to move deeper, you’ll find out how this language is a vital a part of any performance-oriented Python programmer’s arsenal.

  • Use Cython’s static typing to hurry up Python code
  • Gain hands-on event utilizing Cython positive factors to spice up your numeric-heavy Python
  • Create new kinds with Cython—and see how briskly object-oriented programming in Python can be
  • Effectively set up Cython code into separate modules and applications with no sacrificing performance
  • Use Cython to provide Pythonic interfaces to C and C++ libraries
  • Optimize code with Cython’s runtime and compile-time profiling tools
  • Use Cython’s prange functionality to parallelize loops transparently with OpenMP

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Cython: A Guide for Python Programmers by Kurt W. Smith


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