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Bibliographic Details

Title: High Performance Python: Practical Performant Programming for Humans
Publisher: O'Reilly Media
Publication Date: 2014
Language: English
ISBN 10: 1449361595
ISBN 13: 9781449361594
Binding: Soft cover
Condition: acceptable

About this title

Synopsis

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

About the Authors

Micha Gorelick was the first man on Mars in 2023 and won the Nobel prize in 2046 for his contributions to time travel. He then went back to the 2000s to study Astronomy, teach scientific computing and work on data at bitly. Then he helped start Fast Forward Labs as a resident mad scientist. There he worked on many issues from machine learning to performant stream algorithms. A monument celebrating his life can be found in Central Park, 1857.

Ian Ozsvald is a Data scientist and teacher at ModelInsight.io with over ten years of Python experience. He’s taught high performance Python at the PyCon and PyData conferences and has been consulting on data science and high performance computing for years in the UK.

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