High Performance Python 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


High Performance Python

简体网页||繁体网页
Micha Gorelick 作者
O'Reilly Media
译者
2020-5-19 出版日期
468 页数
0 价格
Paperback
丛书系列
9781492055020 图书编码

High Performance Python 在线电子书 图书标签: Python  coding  编程  程序效率  数学和计算机  優化   


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发表于2024-11-25


High Performance Python 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

High Performance Python 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

High Performance Python 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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官网已经有early access版,小技巧挺多的

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官网已经有early access版,小技巧挺多的

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官网已经有early access版,小技巧挺多的

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官网已经有early access版,小技巧挺多的

High Performance Python 在线电子书 著者简介

Micha Gorelick cofounded Fast Forward Labs as resident mad scientist. The company was acquired by Cloudera in 2017. He works on many issues from machine learning to performant stream algorithms.

Ian is a chief data scientist and coach. He co-organizes the annualPyDataLondon conference with 700+ attendees and the associated 10,000+ member monthly meetup. He runs the established Mor Consulting Data Science consultancy in London and gives conference talks internationally, often as keynote speaker. He has 17 years ofexperience as a senior data science leader, trainer and team coach.For fun he's walked by his high-energy Springer Spaniel, surfs theCornish coast and drinks fine coffee. Past talks and articles can befound at: https://ianozsvald.com/


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High Performance Python 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

High Performance Python 在线电子书 图书描述

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 Performance Python helps you gain a deeper understanding of Python’s implementation.

How do you take advantage of multicore architectures or clusters? Or build a system that scales up and down without losing reliability? Experienced Python programmers will learn concrete solutions to many issues, along with war stories from companies that use high-performance Python for social media analytics, productionized machine learning, and more.

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 local or remote clusters

Deploy code faster using tools like Docker

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High Performance Python 在线电子书 读后感

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If you're an experienced Python programmer, High Performance Python will guide you through the various routes of code optimization. You'll learn how to use smarter algorithms and leverage peripheral technologies, such as numpy, cython, cpython, and various ...

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例子给的很多,讲到高性能就会提到性能监控,这本书里面有 cpu mem 方法的度量,网络这块讲了一点异步,net profiler 这块没讲。 感觉就是个简单的笔记集合,作者把可能把工作中遇到的性能问题,记录了解决方案。 行文不太顺畅,配套的代码需要安装的库都没列出来,使用的相应...  

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例子给的很多,讲到高性能就会提到性能监控,这本书里面有 cpu mem 方法的度量,网络这块讲了一点异步,net profiler 这块没讲。 感觉就是个简单的笔记集合,作者把可能把工作中遇到的性能问题,记录了解决方案。 行文不太顺畅,配套的代码需要安装的库都没列出来,使用的相应...  

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