Download I ebooks I PDF High Performance Python
High Performance Python
Published on 2014-08-22 by |O'Reilly Media, Inc.|
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 profilers Learn how Python abstracts the underlying computer architecture Use profiling to find bottlenecks in CPU time and memory usage Write efficient programs by choosing appropriate data structures Speed up matrix and vector computations Use tools to compile Python down to machine code Manage multiple I/O and computational operations concurrently Convert multiprocessing code to run on a local or remote cluster Solve large problems while using less RAM
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Book ID of High Performance Python's Books is bIZaBAAAQBAJ, Book which was written byMicha Gorelick,Ian Ozsvaldhave ETAG "ldgFFsZEfh4"
Book which was published by |O'Reilly Media, Inc.| since 2014-08-22 have ISBNs, ISBN 13 Code is 9781449361778 and ISBN 10 Code is 1449361773
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