Python Algorithms

Python Algorithms 下載 mobi epub pdf 電子書 2025

Magnus Lie Hetland
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Apress 2010-11-24 Paperback 9781430232377

具體描述

Python Algorithms explains the Python approach to algorithm analysis and design. Written by Magnus Lie Hetland, author of Beginning Python, this book is sharply focused on classical algorithms, but it also gives a solid understanding of fundamental algorithmic problem-solving techniques. * The book deals with some of the most important and challenging areas of programming and computer science, but in a highly pedagogic and readable manner. * The book covers both algorithmic theory and programming practice, demonstrating how theory is reflected in real Python programs. * Well-known algorithms and data structures that are built into the Python language are explained, and the user is shown how to implement and evaluate others himself. What you'll learn * Transform new problems to well-known algorithmic problems with efficient solutions, or show that the problems belong to classes of problems thought not to be efficiently solvable. * Analyze algorithms and Python programs both using mathematical tools and basic experiments and benchmarks. * Prove correctness, optimality, or bounds on approximation error for Python programs and their underlying algorithms. * Understand several classical algorithms and data structures in depth, and be able to implement these efficiently in Python. * Design and implement new algorithms for new problems, using time-tested design principles and techniques. * Speed up implementations, using a plethora of tools for high-performance computing in Python. Who this book is for The book is intended for Python programmers who need to learn about algorithmic problem-solving, or who need a refresher. Students of computer science, or similar programming-related topics, such as bioinformatics, may also find the book to be quite useful. Table of Contents * Introduction * The Basics * Counting 101 * Induction and Recursion ...and Reduction * Traversal: The Skeleton Key of Algorithmics * Divide, Combine, and Conquer * Greed Is Good? Prove It! * Tangled Dependencies and Memoization * From A to B with Edsger and Friends * Matchings, Cuts, and Flows * Hard Problems and (Limited) Sloppiness

用戶評價

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##有英文的pdf本來想買本中文的看的快點,最後發現很多一看中文就知道翻譯有問題,或者中文反而難以理解的部分。讓人失望 翻譯者中有英文很差的,或者是機翻為主的,而且最後沒人做一個最終的校正。 我的印象的就有好幾處: bank有河岸的意思,然後他翻譯成銀行,對,是可以是銀...  

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##Chapter 4 - Induction Recursion and Reduction

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##這個翻譯真的是龍鳴翻譯,看的太難受瞭,看瞭50頁看不下去瞭,看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭看瞭50頁看不下去瞭...  

評分

評分

##有英文的pdf本來想買本中文的看的快點,最後發現很多一看中文就知道翻譯有問題,或者中文反而難以理解的部分。讓人失望 翻譯者中有英文很差的,或者是機翻為主的,而且最後沒人做一個最終的校正。 我的印象的就有好幾處: bank有河岸的意思,然後他翻譯成銀行,對,是可以是銀...  

評分

##算法設計篇主要是閱讀[Python Algorithms: Mastering Basic Algorithms in the Python Language](http://link.springer.com/book/10.1007%2F978-1-4302-3238-4)[**點擊鏈接可進入Springer下載原書電子版**]之後寫下的讀書總結,原書大部分內容結閤瞭經典書籍[算法導論](http://...  

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##不好讀,我隻想找幾個問題看看

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##高大上呀。作者對recursion和induction的關係的描述使人容易理解。

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