๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

Cover of High Performance Python Practical Performant Programming for Humans

High Performance Python Practical Performant Programming for Humans

โœ Scribed by Safari, an O'Reilly Media Company.;Gorelick, Micha;Ozsvald, Ian


Publisher
O'Reilly Media, Inc.
Year
2020
Tongue
en-US
Weight
228 KB
Edition
2nd edition
Category
Fiction
City
O'Reilly Media, Inc., 2020.
ISBN-13
9782025555550

No coin nor oath required. For personal study only.

โœฆ Synopsis


Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, the updated edition of this practical guide, expanded and enhanced for Python 3, helps you gain a deeper understanding of Pythonโ€™s implementation. Youโ€™ll learn how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs.

How can you take advantage of multicore architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers and students alike 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 profilers
  • Learn how Python abstracts the underlying computer architecture
  • Understand performant pandas
  • Use profiling to find bottlenecks in CPU time and memory usage
  • Write efficient programs by choosing appropriate data structures
  • Speed up matrix, vector, and even tensor computations
  • Use tools to compile Python down to machine code, on CPUs and GPUs
  • Manage multiple I/O and computational operations concurrently
  • Convert multiprocessing code to run on a local or remote cluster
  • Deploy code faster using tools like Docker
  • Solve large problems while using less RAM
  • Get real-life stories and lessons from Python programmers

โœฆ Subjects


Electronic books


๐Ÿ“œ SIMILAR VOLUMES


cover
โœ Micha Gorelick; Ian Ozsvald ๐Ÿ“‚ Fiction ๐Ÿ“… 2020 ๐Ÿ› O'Reilly Media, Inc. ๐ŸŒ en-US โš– 2 MB ๐Ÿ‘ 2 views

Your Python code may run correctly, but you need it to run faster. Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High Performanc

THE HIGH PERFORMANCE ENTREPENEUR
โœ Bagchi, Subroto ๐Ÿ“‚ Fiction ๐Ÿ“… 2008 ๐Ÿ› Penguin Books Ltd ๐ŸŒ English โš– 1 MB ๐Ÿ‘ 1 views

Highly readable, crisply writtenโ€ฆinspirational reading for any new Indian entrepreneurโ€™โ€”Frontline Difficult though setting up a business is, becoming a high-performance entrepreneur is harder still. And yet, of the many thousands who try, there are those who go on to become successful; some even gra

cover
โœ Safari, an O'Reilly Media Company.;Gorelick, Micha;Ozsvald, Ian ๐Ÿ“‚ Fiction ๐Ÿ“… 2020 ๐Ÿ› O'Reilly Media, Inc. ๐ŸŒ en-US โš– 2 MB

Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, the updated edition of this practical guide, expanded and enhanced for Python 3, helps you gain a deeper understanding of Python's implementation. You'll learn how to locate

cover
โœ Silke Scheuermann ๐Ÿ“‚ Fiction ๐Ÿ“… 2015;2011 ๐Ÿ› Schรถffling & Co. ๐ŸŒ German โš– 156 KB ๐Ÿ‘ 2 views

978-3-89561-962-5

cover
โœ Robert Joseph Shea ๐Ÿ“‚ Fiction ๐Ÿ“… 2010 ๐Ÿ› Feedbooks ๐ŸŒ English โš– 135 KB ๐Ÿ‘ 1 views

Blue Boy's rating was high and his fans were loyal to the deathโ€”anyone's death!