High Performance Python

Ebook

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
Download Now Read Online

High Performance Python


Download Now Read Online

Author by : Micha Gorelick
Languange Used : en
Release Date : 2014-08-22
Publisher by : "O'Reilly Media, Inc."

Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind

High Performance Python


Download Now Read Online

Author by : Micha Gorelick
Languange Used : en
Release Date : 2014-08-22
Publisher by : "O'Reilly Media, Inc."

Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind

High Performance Python


Download Now Read Online

Author by : Micha Gorelick
Languange Used : en
Release Date : 2014-09-20
Publisher by : O'Reilly Media; 1 edition (September 20, 2014)

Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind

Python High Performance Second Edition


Download Now Read Online

Author by : Gabriele Lanaro
Languange Used : en
Release Date : 2017-05-24
Publisher by :

Learn how to use Python to create efficient applicationsAbout This Book* Identify the bottlenecks in your appl

Python High Performance Programming


Download Now Read Online

Author by : Gabriele Lanaro
Languange Used : en
Release Date : 2013-12-23
Publisher by : Packt Publishing Ltd

An exciting, easy-to-follow guide illustrating the techniques to boost the performance of Python code, and the

Mastering Python High Performance


Download Now Read Online

Author by : Fernando Doglio
Languange Used : en
Release Date : 2015-09-09
Publisher by : Packt Publishing Ltd

Measure, optimize, and improve the performance of your Python code with this easy-to-follow guide About This B

High Performance Python


Download Now Read Online

Author by : Andrew Lewis
Languange Used : en
Release Date : 2009
Publisher by :

Leave a Reply