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scikit-learn Cookbook
scikit-learn Cookbook

Python is quickly becoming the go-to language for analysts and data scientists due to its simplicity and flexibility, and within the Python data space, scikit-learn is the unequivocal choice for machine learning. Its consistent API and plethora of features help solve any machine learning problem it comes across. The book starts by walking through different methods to prepare your data—be it a dataset with missing values or text columns that require the categories to be turned into indicator variables. After the data is ready, you'll learn different techniques aligned with different objectives—be it a dataset with known outcomes such as sales by state, or more complicated problems such as clustering similar customers. Finally, you'll learn how to polish your algorithm to ensure that it's both accurate and resilient to new datasets. ...
Interactive Segmentation Techniques
Interactive Segmentation Techniques

This book focuses on interactive segmentation techniques, which have been extensively studied in recent decades. Interactive segmentation emphasizes clear extraction of objects of interest, whose locations are roughly indicated by human interactions based on high level perception. This book will first introduce classic graph-cut segmentation algorithms and then discuss state-of-the-art techniques, including graph matching methods, region merging and label propagation, clustering methods, and segmentation methods based on edge detection. A comparative analysis of these methods will be provided with quantitative and qualitative performance evaluation, which will be illustrated using natural and synthetic images. Also, extensive statistical performance comparisons will be made. Pros and cons of these interactive segmentation methods will be pointed out, and their applications will be discussed. ...
Oracle Business Intelligence 11g R1 Cookbook
Oracle Business Intelligence 11g R1 Cookbook

Extracting meaningful and valuable business information from transactional databases is crucial for any organization. OBIEE 11g is a reporting tool that satisfies all the business requirements regarding complex reporting. It consists of a powerful back-end engine with a repository and a highly customizable graphical web interface. Oracle Business Intelligence 11g R1 Cookbook provides all the key concepts of the product including the architecture of the BI Server. This practical guide shows each and every step of creating analytical reports starting from building a well-designed repository. You will learn how to create analytical reports that will support different business perspectives. ...
LOVE for Lua Game Programming
LOVE for Lua Game Programming

LOVE is a game development framework for making 2D games using the Lua programming language. LOVE is totally free, and can be used in anything from friendly open-source hobby projects, to closed-source commercial ones. Using the Lua programming framework, one can use LOVE2D to make any sort of interesting games. LOVE for Lua Game Programming will quickly and efficiently guide you through how to develop a video game from idea to prototype. Even if you are new to game programming, with this book, you will soon be able to create as many game titles as you wish without stress. ...
Create Mobile Games with Corona
Create Mobile Games with Corona

Develop cross-platform mobile games with Corona using the Lua programming language! Corona is experiencing explosive growth among mobile game developers, and this book gets you up to speed on how to use this versatile platform. You'll use the Corona SDK to simplify game programming and take a fun, no-nonsense approach to write and add must-have gameplay features. You'll find out how to create all the gaming necessities: menus, sprites, movement, perspective and sound effects, levels, loading and saving, and game physics. Along the way, you'll learn about Corona's API functions and build three common kinds of mobile games from scratch that can run on the iPhone, iPad, Kindle Fire, Nook Color, and all other Android smartphones and tablets. ...
Learn Lua for iOS Game Development
Learn Lua for iOS Game Development

So you have a great game idea for iPhone or iPad, but Objective-C just seems a bit daunting. What are your alternatives? The App Store is very picky about languages, but there is hope: Lua is a versatile, lightweight, fast, and easy to learn language that you can use to build your iOS games and get them accepted into the App Store. Learn Lua for iOS Game Development walks you through the Lua basics, then shows you how to create games using the top Lua frameworks like Corona SDK, Gideros, Moai, and even how to create games on the iPad (not just for the iPad) with Codea. ...
Beginning Lua Programming
Beginning Lua Programming

Lua offers a wide range of features that you can utilize to support and enhance your applications. With this book as your guide, you'll gain a thorough understanding of all aspects of programming with this powerful language. It will walk you through the basics, covering everything from installing Lua on your system to developing games and web sites. Experts Jung and Brown first present the fundamentals of programming and explain standard Lua functions. They then show you how to take advantage of all of the free Lua community resources that are available. Complete code samples are integrated throughout the chapters to clearly demonstrate how to apply the information. Diagrams are also included to highlight important Lua features such as stacks, hash tables, garbage collection, and function closures. All of this will help you to quickly write your own effective programs. ...
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