16.03.2023 Aufrufe

_PDF_ Cython: A Guide for Python Programmers

COPY LINK: https://pdf.bookcenterapp.com/yumpu/1491901551 Build software that combines Python&#226??s expressivity with the performance and control of C (and C++). It&#226??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&#226??ll learn how to use Cython to improve Python&#226??s performance&#226??up to 3000x&#226?? and to wrap C and C++ libraries in Python with ease.Author Kurt Smith takes you through Cython&#226??s capabilities, with sample code and in-depth practice exercises. If you&#226??re just starting with Cython, or want to go deeper, you&#226??ll learn how this language is an essential part of any performance-oriented Python programmer&#226??s arsenal.Use Cython&#226??s static typing to speed up Python codeGain hands-on experience using Cython features to boost your numeric-heavy PythonCreate new types with Cython&#226??and see how fast object-oriented programming in Python can beEffectively organize Cython code into separate modules and packages without sacrificing performanceUse Cython to give Pythonic interfaces to C and C++ librariesOptimize code with Cython&#226??s runtime and compile-time profiling toolsUse Cython&#226??s prange function to parallelize loops transparently with OpenMP

COPY LINK: https://pdf.bookcenterapp.com/yumpu/1491901551

Build software that combines Python&#226??s expressivity with the performance and control of C (and C++). It&#226??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&#226??ll learn how to use Cython to improve Python&#226??s performance&#226??up to 3000x&#226?? and to wrap C and C++ libraries in Python with ease.Author Kurt Smith takes you through Cython&#226??s capabilities, with sample code and in-depth practice exercises. If you&#226??re just starting with Cython, or want to go deeper, you&#226??ll learn how this language is an essential part of any performance-oriented Python programmer&#226??s arsenal.Use Cython&#226??s static typing to speed up Python codeGain hands-on experience using Cython features to boost your numeric-heavy PythonCreate new types with Cython&#226??and see how fast object-oriented programming in Python can beEffectively organize Cython code into separate modules and packages without sacrificing performanceUse Cython to give Pythonic interfaces to C and C++ librariesOptimize code with Cython&#226??s runtime and compile-time profiling toolsUse Cython&#226??s prange function to parallelize loops transparently with OpenMP

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Cython: A Guide for Python

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Cython: A Guide for Python Programmers

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COPY LINK: https://pdf.bookcenterapp.com/yumpu/1491901551 Build software that combines

Python&#226?s expressivity with the performance and control of C (and C++). It&#226?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&#226?ll learn how to use Cython to improve Python&#226?s performance&#226?up to

3000x&#226? and to wrap C and C++ libraries in Python with ease.Author Kurt Smith takes you

through Cython&#226?s capabilities, with sample code and in-depth practice exercises. If

you&#226?re just starting with Cython, or want to go deeper, you&#226?ll learn how this language

is an essential part of any performance-oriented Python programmer&#226?s arsenal.Use

Cython&#226?s static typing to speed up Python codeGain hands-on experience using Cython

features to boost your numeric-heavy PythonCreate new types with Cython&#226?and see how

fast object-oriented programming in Python can beEffectively organize Cython code into separate

modules and packages without sacrificing performanceUse Cython to give Pythonic interfaces to

C and C++ librariesOptimize code with Cython&#226?s runtime and compile-time profiling

toolsUse Cython&#226?s prange function to parallelize loops transparently with OpenMP

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