Learning F# Functional Data Structures and Algorithms

Adnan Masood

• Editore: Packt Publishing
• Anno: 2015
• ISBN:
  9781783558476
• Edizione: 1
• Argomento: Computer Science
• Categoria: Object Oriented Programming

Learning F# Functional Data Structures and Algorithms

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Table of Contents

Learning F# Functional Data Structures and Algorithms

Credits

Foreword

Foreword

Foreword

About the Author

Acknowledgments

About the Reviewers

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Why subscribe?

Free access for Packt account holders

Preface

What this book covers

What you need for this book

Who this book is for

Conventions

Reader feedback

Customer support

Downloading the example code

Errata

Piracy

Questions

1. Embrace the Truth

Exploring the functional programming paradigm

Thinking functional – why functional programming matters

A historical primer of F#

The Hello World example

A brief F# language primer

Syntactical similarities and differences

Benefits of using F# over C#

Summary

2. Now Lazily Get Over It, Again

Setting up the IDE

Your first F# project

Talk is cheap, show me some code

To understand recursion, you must understand recursion

Memoization with Fibonacci

Towers of Hanoi

Sorting lazily

F# 4.0 – new features

Summary

3. What's in the Bag Anyway?

Exploring data structures in F#

Arrays

Lists

List comprehensions

Sequences

Tuples and records

Option types

Sets and maps

Discriminated unions

The active pattern

F# implementation of sorting algorithms

Algorithmic complexity and the Big-O notation

The bubble sort

Quicksort

The merge sort

Summary

4. Are We There Yet?

Diving deep into enumerations and sequences

Enumerating a CSV file

Query expressions

Creating sequences from collections

Usage considerations for sequences

Summary

5. Let's Stack Up

Let's build a stack

Stack with concurrency support

Testing the stack

Algorithm – parenthesis matching using stacks

Summary

6. See the Forest for the Trees

Tree as a data structure

The binary search tree

Navigating the tree

Abstract syntax trees

Summary

7. Jumping the Queue

Let's make a functional queue

The FSharpx.Collections library

The MailboxProcessor class in F#

Summary

8. Quick Boost with Graph

Graphs

Modeling graphs using F#

The shortest path algorithm

Finding the minimal path sum

Summary

9. Sets, Maps, and Vectors of Indirections

Sets and maps

Vectors

F# and the Intermediate Language

Summary

10. Where to Go Next?

References and further readings

F# language resources

Component design guidelines

Functional programming guides

F# for fun and profit

Data science with F#

Math and statistics programming with F#

Machine learning with F#

Books and interactive tutorials

Try F#

The F# programming wikibook

The F# workshop

The F# cheat sheet

Video tutorials

Community projects – development tools

Community projects – functional programming

Community projects – data science programming

Community projects – the GPU execution

General functional programming

Academic resources

Summary

Index

Learning F# Functional Data Structures and Algorithms

Copyright © 2015 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

First published: June 2015

Production reference: 1240615

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham B3 2PB, UK.

ISBN 978-1-78355-847-6

www.packtpub.com

Credits

Author

Adnan Masood, Ph.D.

Reviewers

Steve Bearman

Taha Hachana

Marcin Juraszek

Rohit Pathak

Commissioning Editor

Kunal Parikh

Acquisition Editor

Shaon Basu

Content Development Editor

Rahul Nair

Technical Editor

Parag Topre

Copy Editors

Relin Hedly

Sonia Mathur

Project Coordinator

Nidhi Joshi

Proofreaders

Stephen Copestake

Safis Editing

Indexer

Monica Ajmera Mehta

Graphics

Disha Haria

Jason Monteiro

Production Coordinator

Nilesh R. Mohite

Cover Work

Nilesh R. Mohite

Foreword

Functional programming is about to become mainstream, and learning F# helps a programmer build skills in multiple paradigms. It doesn't surprise me at all that Adnan has found his way to functional programming. His dedication to technological excellence is expressed eloquently in this book, and if you want to get started with F#, this is the book to read.

Jon Flanders

Pluralsight Trainer, Microsoft MVP

Foreword

In the era of multiprocessor and multimachine processing, functional principles are becoming increasingly important for modern programmers. For those developing in the Microsoft ecosystem, F# is a functional first multiparadigm language that allows practitioners to apply these principles in a truly powerful way. As developers become more familiar with functional data structures and the algorithms that use them truly safely, by extension, powerful software will become a more commonplace commodity that will drive the next era of technological innovation. I can't think of a more thorough and thoughtful person to help guide us through these principles than Adnan. Enjoy!

Seth Juarez

Senior Technical Evangelist, Microsoft

Foreword

F# is a functional and object-oriented programming language with the power of the .NET Framework. This language has gained huge popularity among a broad range of programmers. With a focus on writing simple code to solve complex problems, F# is being used by data scientists, enterprise developers, and enterprise enthusiasts. In fact, its popularity has increased so much in recent times that according to the TIOBE index (ranked 11th as of March 2015), F# is all set to gain an esteemed position among the top 10 programming languages.

With the rise in interest and usage around F#, it's bo...