Build working implementations of hash tables, written in the C programming language. This book starts with simple first attempts devoid of collision resolution strategies, and moves through improvements and extensions illustrating different design ideas and approaches, followed by experiments to validate the choices. Hash tables, when implemented and used appropriately, are exceptionally efficient data structures for representing sets and lookup tables, providing low overhead, constant time, insertion, deletion, and lookup operations. The Joys of Hashing walks you through the implementation of efficient hash tables and the pros and cons of different design choices when building tables. The source code used in the book is available on GitHub for your re-use and experiments. What You Will LearnMaster the basic ideas behind hash tables Carry out collision resolution, including strategies for handling collisions and their consequences for performance Resize or grow and shrink tables as needed Store values by handling when values must be stored with keys to make general sets and mapsWho This Book Is For Those with at least some prior programming experience, especially in C programming.

This is second volume of reminiscences and reflections. There is no subject under the sun that does not come under his genial, ironic and satirical gaze. Nostalgia and current affairs are dealt with in a serenely personal and free-flowing style, displaying a deep and abiding love for the English language. For the reader, there is something to dip into and find relevant, even at a random flipping-through of the pages. This is a book to be kept by your bedside and referred to whenever you’re feeling low. Your spirits will surely rise.

This book contains works on mathematical and simulation modeling of processes in various domains: ecology and geographic information systems, IT, industry, and project management. The development of complex multicomponent systems requires an increase in accuracy, efficiency, and adequacy while reducing the cost of their creation. The studies presented in the book are useful to specialists who involved in the development of real events models-analog, management and decision-making models, production models, and software products. Scientists can get acquainted with the latest research in various decisions proposed by leading scholars and identify promising directions for solving complex scientific and practical problems. The chapters of this book contain the contributions presented on the 16th International Scientific-practical Conference, MODS, June 28–July 01, 2021, Chernihiv, Ukraine.

In this handy, practical book you will cover each concept concisely, with many illustrative examples. You'll be introduced to several R data science packages, with examples of how to use each of them. In this book, you’ll learn about the following APIs and packages that deal specifically with data science applications: readr, dibble, forecasts, lubridate, stringr, tidyr, magnittr, dplyr, purrr, ggplot2, modelr, and more. After using this handy quick reference guide, you'll have the code, APIs, and insights to write data science-based applications in the R programming language. You'll also be able to carry out data analysis. What You Will LearnImport data with readrWork with categories using forcats, time and dates with lubridate, and strings with stringrFormat data using tidyr and then transform that data using magrittr and dplyrWrite functions with R for data science, data mining, and analytics-based applicationsVisualize data with ggplot2 and fit data to models using modelr Who This Book Is For Programmers new to R's data science, data mining, and analytics packages. Some prior coding experience with R in general is recommended.

Discover how to write manuscripts in Markdown and translate them with Pandoc into different output formats. You’ll use Markdown to annotate text formatting information with a strong focus on semantic information: you can annotate your text with information about where chapters and sections start, but not how chapter and heading captions should be formatted. As a result, you’ll decouple the structure of a text from how it is visualized and make it easier for you to produce different kinds of output. The same text can easily be formatted as HTML, PDF, or Word documents, with various visual styles, by tools that understand the markup annotations. Finally, you’ll learn to use Pandoc, a tool for translating between different markup languages, such as LaTeX, HTML, and Markdown. This book will not describe all the functionality that Pandoc provides, but will teach you how to translate Markdown documents, how to customize your documents using templates, and how to extend Pandoc’s functionality using filters. If that is something you are interested in, Introducing Markdown and Pandoc will get you started. With this set of skills you’ll be able to write more efficiently without worrying about needless formatting and other distractions. What You Will LearnWhy and how to use Markdown and PandocWrite MarkdownUse extensions available in Pandoc and MarkdownWrite math and code blocksUse templates and produce documents Who This Book Is For Programmers and problem solvers looking for technical documentation solutions.

How do we function in a world which is both as randomly and intentionally cruel, as it is randomly and intentionally kind? Can we make sense of our lives when so much around us makes no sense? In this, the final book of the trilogy, we find out what it means to be a ""man who loves too much."" More importantly, we discover if Billy Green is such a man.

Discover the Ultimate Guide to Breakfast Bliss with "Hearty Breakfast Hashes" Welcome to the essential kitchen companion you've been waiting for! "Hearty Breakfast Hashes" is your ultimate guide to transforming simple ingredients into delightful morning feasts. This comprehensive eBook takes you on a culinary journey across innovative recipes, ensuring every breakfast is an unforgettable experience. Start your adventure with an intriguing Introduction to Egg-Based Breakfast Hashes. From the rich history and evolution of breakfast hashes to the unbeatable benefits of one-pan meals, you’ll uncover foundational knowledge coupled with expert tips on ingredient selection and kitchen tools. Dive into Classic Egg-Based Breakfast Hash Combinations that bring timeless flavors to your table. From the good old Traditional Bacon and Potato Hash to the savory Corned Beef Hash with Eggs, there's something for every palate. Expand your horizons with International Egg-Based Hash Variations. Savor a world of tastes with Spanish Chorizo and Potato Hash, a zesty Mexican Tex-Mex Egg Hash, and beyond. Each recipe offers a global twist on breakfast hashes. Celebrate the seasons with Seasonal Egg-Based Breakfast Hashes. Fresh spring asparagus, vibrant summer corn, and hearty winter root vegetables ensure your breakfast table remains exciting all year round. Cater to all dietary needs with chapters dedicated to Vegetarian, Protein-Packed, Low-Carb, Gluten-Free, and Dairy-Free Egg-Based Breakfast Hashes. These thoughtfully crafted sections make sure everyone finds their perfect morning bite. Indulge the little ones with Kid-Friendly Egg-Based Breakfast Hashes, featuring fun and flavorful recipes like Cheesy Tater Tot Hash and Rainbow Veggie Hash. Plus, spice things up with the bold Spicy Egg-Based Breakfast Hashes, such as Jalapeno and Pepper Jack Hash. Need something special? Gourmet Egg-Based Breakfast Hashes await with luxurious combinations like Truffle Oil and Potato Hash, and Lobster and Hollandaise Hash. "Hearty Breakfast Hashes" doesn’t just offer recipes—it empowers you to master meal prep and troubleshoot common pitfalls. With easy planning, storing, cooking, and reheating tips, this eBook promises perfect hashes every time. Embark on a delightful breakfast journey with "Hearty Breakfast Hashes" and transform your mornings one delicious hash at a time!