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High Performance Python. Practical Performant Programming for Humans

High Performance Python. Practical Performant Programming for Humans

686 грн.

  • Под заказ
  • Код: 12791
High Performance Python. Practical Performant Programming for Humans
686 грн.
Под заказHigh Performance Python. Practical Performant Programming for Humans
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+380675747120
  • +380660139838
+380675747120
  • +380660139838
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Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide helps you gain a deeper understanding of Python’s implementation. You’ll learn how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. How can you take advantage of multi-core architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers will learn concrete solutions to these and other issues, along with war stories from companies that use high performance Python for social media analytics, productionized machine learning, and other situations. Get a better grasp of numpy, Cython, and profilersLearn how Python abstracts the underlying computer architectureUse profiling to find bottlenecks in CPU time and memory usageWrite efficient programs by choosing appropriate data structuresSpeed up matrix and vector computationsUse tools to compile Python down to machine codeManage multiple I/O and computational operations concurrentlyConvert multiprocessing code to run on a local or remote clusterSolve large problems while using less RAM
Характеристики
ISBN978-1449361594
Дополнительные характеристики
АвторMicha Gorelick, Ian Ozsvald
ИздательствоO'Reilly Media
Страниц370
Год2014
ЯзыкАнглийский
ДоставкаТовар под заказ. Срок доставки от 7 до 21 дня
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  • Цена: 686 грн.
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