0

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

Python High Performance, Second Edition

You're reading from Python High Performance, Second Edition Build high-performing, concurrent, and distributed applications

Product type Paperback

Published in May 2017

Publisher Packt

ISBN-13 9781787282896

Length 270 pages

Edition 2nd Edition

Languages

Python

Tools

Dask

Concepts

High Performance Programming

Author (1):

Dr. Gabriele Lanaro

View More author details

Table of Contents (10) Chapters

Preface

Benchmarking and Profiling FREE CHAPTER

Pure Python Optimizations

Fast Array Operations with NumPy and Pandas

C Performance with Cython

Exploring Compilers

Implementing Concurrency

Parallel Processing

Distributed Processing

Designing for High Performance

What you need for this book

The software in this book is tested on Python version 3.5 and on Ubuntu version 16.04. However, majority of the examples can also be run on the Windows and Mac OS X operating systems.

The recommended way to install Python and the associated libraries is through the Anaconda distribution, which can be downloaded from https://www.continuum.io/downloads, for Linux, Windows, and Mac OS X.

The rest of the chapter is locked

Register for a free Packt account to unlock a world of extra content!

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at $19.99/month. Cancel anytime

Authors (1)

Dr. Gabriele Lanaro

Dr. Gabriele Lanaro

Dr. Gabriele Lanaro is passionate about good software and is the author of the chemlab and chemview open source packages. His interests span machine learning, numerical computing visualization, and web technologies. In 2013, he authored the first edition of the book High Performance Python Programming. He has been conducting research to study the formation and growth of crystals using medium and large-scale computer simulations. In 2017, he obtained his PhD in theoretical chemistry.

See other products by Dr. Gabriele Lanaro

Other recommended products

Related to this chapter

Deep Learning with Theano

Deep Learning with Theano

This book covers a complete overview of Deep Learning with Theano, a Python-based library that makes optimizing numerical expressions easy. Practical code examples address supervised, unsupervised, generative and reinforcement learning for image recognition, natural language processing, or game strategy, with best performing nets and principles.

Jul 2017 10h 0m

Deep Learning with Theano

Deep Learning with Theano

This book covers a complete overview of Deep Learning with Theano, a Python-based library that makes optimizing numerical expressions easy. Practical code examples address supervised, unsupervised, generative and reinforcement learning for image recognition, natural language processing, or game strategy, with best performing nets and principles.

Jul 2017 10h 0m

Deep Learning with Theano

Deep Learning with Theano

This book covers a complete overview of Deep Learning with Theano, a Python-based library that makes optimizing numerical expressions easy. Practical code examples address supervised, unsupervised, generative and reinforcement learning for image recognition, natural language processing, or game strategy, with best performing nets and principles.

Jul 2017 10h 0m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook, Second Edition, covers recipes that will help you how to build multithreaded, multiprocess and asynchronous applications in Python. The book will help you build applications for the GPU using CUDA and PyOPENCL and implement effective debugging and testing techniques.

Sep 2019 12h 20m

Personalised recommendations for you

Based on your interests and search pattern

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Mastering Python Design Patterns

Mastering Python Design Patterns

Unlock the power of design patterns to build maintainable and scalable software and applications using Python. Authored by Python veterans, this book is your guide to mastering design patterns in Python.

May 2024 9h 52m

System Programming Essentials with Go

System Programming Essentials with Go

From file operations to process management and network programming, this hands-on guide equips software engineers with the skills to build efficient, reliable applications and optimize their performance.

Jun 2024 13h 36m

Modern Python Cookbook

Modern Python Cookbook

The new edition of Modern Python Cookbook provides over 130 recipes for solving real-world problems with Python. Updated for Python 3.12 with new recipes and chapters. This practical guide will enhance your skills and teach you advanced techniques.

Jul 2024 27h 16m

The Ultimate Zoom Cookbook

The Ultimate Zoom Cookbook

This cookbook is an in-depth guide to using Zoom effectively. You'll be able to follow each recipe easily to harness the power of the communication and collaboration tools in Zoom.

May 2024 11h 20m

Enterprise Architecture with .NET

Enterprise Architecture with .NET

This book will help you create applications that integrate correctly into complex and ever-changing information systems. You'll execute this by using industry standards that reduce the app's technical debt and elevate software development practices.

May 2024 25h 44m

Salesforce B2C Solution Architect's Handbook

Salesforce B2C Solution Architect's Handbook

Discover how Salesforce Customer 360 unifies Marketing Cloud, B2C Commerce, Data Cloud, and Service Cloud into one solution, and learn the capabilities, integration options, limitations, and workflows to create value for your organization.

May 2024 15h 28m

Systems Programming with C# and .NET

Systems Programming with C# and .NET

Unlock the full potential of C# and .NET Core in systems programming to secure, deploy, and maintain robust applications. With this book, you'll focus on low-level APIs, memory management, and performance optimization.

Jul 2024 15h 48m

Technical Program Manager's Handbook

Technical Program Manager's Handbook

Unlock the full potential of your career as a TPM with this comprehensive guide, featuring new chapters on AI and more. Learn advanced techniques and gain insights from industry leaders. Elevate your skills and thrive in the Big Five tech companies.

Sep 2024 12h 16m

Microsoft Power Pages in Action

Microsoft Power Pages in Action

Packed with real-world examples, low-code coding techniques, and insights into crafting responsive pages, automating apps, and enhancing virtual agents, Microsoft Power Pages in Action is a valuable resource for building feature-rich web apps.

Jun 2024 11h 40m