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函数式编程入门:从新手到高手
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"Functional Programming for Dummies" 是一本2019年由John Paul Mueller编写的书籍,旨在引导读者理解和掌握函数式编程这一编程范式。该书特别关注纯函数式(如Haskell语言)和不纯函数式(如Python语言)编程方法,并针对非开发人员提供了易于理解的编码技巧。书中通过对比这两种不同的方法,帮助读者了解如何在不同场景下选择合适的编程方式。 函数式编程在数学计算、人工智能和游戏开发等领域中广泛应用。它简化了算法的理解,使得非开发者也能更容易地编写和理解数学计算算法。目前市场上的相关书籍通常面向开发者,学习曲线较陡峭,而这本书则采用了平易近人的写作风格,降低了学习难度。 本书的核心内容包括: 1. 纯函数与不纯函数的比较:纯函数式编程(如Haskell)适用于研究人员,它无需考虑副作用,便于测试算法并展示其价值。而不纯函数式编程(如Python)则更适合生产环境,因为它允许混合使用不同的编程范式,以便更快地实现结果。 2. 阐述函数式程序员常用的过程,包括算法的推导、分析和验证。 3. 提供Python和Haskell语言的实际示例,使读者能够在两种不同的语境下实践和理解函数式编程。 4. 作者John Paul Mueller具有丰富的编程书籍写作经验,他的专业知识贯穿全书,为读者提供权威指导。 对于希望以新的方式处理和理解数据的读者来说,这本书是一个理想的学习资源。无论你是初学者还是有一定经验的程序员,都能从中受益,掌握函数式编程的思想和技巧,提升编程能力。
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4 Functional Programming For Dummies
If you don’t get anything else out of a particular chapter or section, remember the
material marked by this icon. This text usually contains an essential process or a
bit of information that you must know to write Python, Haskell, or functional
programming applications successfully.
Beyond the Book
This book isn’t the end of your functional programming experience— it’s really
just the beginning. I provide online content to make this book more exible and
better able to meet your needs. That way, as I receive email from you, I can do
things like address questions and tell you how updates to Python, its associated
packages, Haskell, it’s associated libraries, or changes to functional programming
techniques that aect book content. In fact, you gain access to all these cool
additions:
»
Cheat sheet: You remember using crib notes in school to make a better mark
on a test, don’t you? You do? Well, a cheat sheet is sort of like that. It provides
you with some special notes about tasks that you can do with Python or Haskell
that not every other developer knows. In addition, you nd some quick notes
about functional programming paradigm dierences. You can nd the cheat
sheet for this book by going to
www.dummies.com and searching this book’s
title. Scroll down the page until you nd a link to the Cheat Sheet.
»
Updates: Sometimes changes happen. For example, I might not have seen an
upcoming change when I looked into my crystal ball during the writing of this
book. In the past, that simply meant the book would become outdated and
less useful, but you can now nd updates to the book by searching this book’s
title at
www.dummies.com.
In addition to these updates, check out the blog posts with answers to
reader questions and demonstrations of useful book-related techniques at
http://blog.johnmuellerbooks.com/.
»
Companion les: Hey! Who really wants to type all the code in the book?
Most readers would prefer to spend their time actually working through coding
examples, rather than typing. Fortunately for you, the source code is available
for download, so all you need to do is read the book to learn functional program-
ming techniques. Each of the book examples even tells you precisely which
example project to use. You can nd these les at
www.dummies.com. Click More
about This Book and, on the page that appears, scroll down the page to the set
of tabs. Click the Downloads tab to nd the downloadable example les.
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Introduction 5
Where to Go from Here
It’s time to start your functional programming paradigm adventure! If you’re a
complete functional programming novice, you should start with Chapter 1 and
progress through the book at a pace that allows you to absorb as much of the
material as possible.
If you’re a novice who’s in an absolute rush to get going with functional program-
ming techniques as quickly as possible, you can skip to Chapter2, followed by
Chapter3, with the understanding that you may nd some topics a bit confusing
later. You must install both Python and Haskell to have any hope of getting some-
thing useful out of this book, so unless you have both languages installed, skip-
ping these two chapters will likely mean considerable problems later.
Readers who have some exposure to functional programming and already have
both Python and Haskell installed can skip to Part2 of the book. Even with some
functional programming experience, Chapter5 is a must-read chapter because it
provides the basis for all other discussions in the book. The best idea is to at least
skim all of Part2.
If you’re absolutely certain that you understand both functional programming
paradigm basics and how lambda calculus ts into the picture, you can skip to
Part3 with the understanding that you may not see the relevance of some exam-
ples. The examples build on each other so that you gain a full appreciation of what
makes the functional programming paradigm dierent, so try not to skip any of
the examples, even if they seem somewhat simplistic.
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1
Getting Started
with Functional
Programming
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IN THIS PART ...
Discover the functional programming paradigm.
Understand how functional programming diers.
Obtain and install Python.
Obtain and install Haskell.
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