Combining Pattern Classifiers, 2nd Edition
A unified, coherent treatment of current classifier ensemble methods, from fundamentals of pattern recognition to ensemble feature selection, now in its second edition The art and science of combining pattern classifiers has flourished into a prolific discipline since the first edition of Combining Pattern Classifiers was published in 2004. Dr. Kuncheva has plucked from the rich landscape of recent classifier ensemble literature the topics, methods, and algorithms that will guide the reader toward a deeper understanding of the fundamentals, design, and applications of classifier ensemble methods. ...
A unified, coherent treatment of current classifier ensemble methods, from fundamentals of pattern recognition to ensemble feature selection, now in its second edition The art and science of combining pattern classifiers has flourished into a prolific discipline since the first edition of Combining Pattern Classifiers was published in 2004. Dr. Kuncheva has plucked from the rich landscape of recent classifier ensemble literature the topics, methods, and algorithms that will guide the reader toward a deeper understanding of the fundamentals, design, and applications of classifier ensemble methods. ...
Android Application Programming with OpenCV
Take a smartphone from your pocket, and within a few seconds, you can snap a photo, manipulate it, and share it with the world. You have just achieved mass production of image data. With a computer vision library such as OpenCV, you can analyze and transform copious amounts of image data in real time on a mobile device. The upshot to this is that you, as developers, can provide mobile users with many new kinds of images, constantly highlighting certain visual features that are of artistic or practical interest. Android is a convenient platform for such experiments because it uses a high-level language (Java), it provides standardized interfaces for sharing image data between applications, and it is mostly open source, so everyone can study its implementation. ...
Take a smartphone from your pocket, and within a few seconds, you can snap a photo, manipulate it, and share it with the world. You have just achieved mass production of image data. With a computer vision library such as OpenCV, you can analyze and transform copious amounts of image data in real time on a mobile device. The upshot to this is that you, as developers, can provide mobile users with many new kinds of images, constantly highlighting certain visual features that are of artistic or practical interest. Android is a convenient platform for such experiments because it uses a high-level language (Java), it provides standardized interfaces for sharing image data between applications, and it is mostly open source, so everyone can study its implementation. ...
Getting Started with Beautiful Soup
Beautiful Soup is a Python library designed for quick turnaround projects like screen-scraping. Beautiful Soup provides a few simple methods and Pythonic idioms for navigating, searching, and modifying a parse tree: a toolkit for dissecting a document and extracting what you need without writing excess code for an application. It doesn't take much code to write an application using Beautiful Soup. Getting Started with Beautiful Soup is a practical guide to Beautiful Soup using Python. The book starts by walking you through the installation of each and every feature of Beautiful Soup using simple examples which include sample Python codes as well as diagrams and screenshots wherever required for better understanding. ...
Beautiful Soup is a Python library designed for quick turnaround projects like screen-scraping. Beautiful Soup provides a few simple methods and Pythonic idioms for navigating, searching, and modifying a parse tree: a toolkit for dissecting a document and extracting what you need without writing excess code for an application. It doesn't take much code to write an application using Beautiful Soup. Getting Started with Beautiful Soup is a practical guide to Beautiful Soup using Python. The book starts by walking you through the installation of each and every feature of Beautiful Soup using simple examples which include sample Python codes as well as diagrams and screenshots wherever required for better understanding. ...
AngularJS Essentials
This book is a practical guide filled with real-world examples that will help you discover the best practices of the AngularJS framework, covering its most important concepts such as directives, expressions, filters, and modules and guiding you through the steps of building your very own web application. You will start by learning how to create reusable components with directives, experiencing an expressive way of developing software. Then we will move on to cover data handling, and you will learn how to use the various features of the AngularJS framework to accomplish any challenge related to presenting, transforming, and validating data on a user's interface. ...
This book is a practical guide filled with real-world examples that will help you discover the best practices of the AngularJS framework, covering its most important concepts such as directives, expressions, filters, and modules and guiding you through the steps of building your very own web application. You will start by learning how to create reusable components with directives, experiencing an expressive way of developing software. Then we will move on to cover data handling, and you will learn how to use the various features of the AngularJS framework to accomplish any challenge related to presenting, transforming, and validating data on a user's interface. ...
AngularJS Services
This book provides you with the skills and best practices needed to create AngularJS services. It starts with the fundamentals of what services are and their role in a typical AngularJS application. You will walk through the development of a real-world application using services across the various application layers and then move on to create services that provide cross-cutting concerns such as messaging, logging, and authentication. Next, the book covers services that provide data access showing you how to interact with external cloud-based data services and how to cache data on the client to reduce network latency. The book then shows you how to write services that leverage other cloud-based services to create mashups and include functionality in your application without writing a lot of code. ...
This book provides you with the skills and best practices needed to create AngularJS services. It starts with the fundamentals of what services are and their role in a typical AngularJS application. You will walk through the development of a real-world application using services across the various application layers and then move on to create services that provide cross-cutting concerns such as messaging, logging, and authentication. Next, the book covers services that provide data access showing you how to interact with external cloud-based data services and how to cache data on the client to reduce network latency. The book then shows you how to write services that leverage other cloud-based services to create mashups and include functionality in your application without writing a lot of code. ...
NumPy Cookbook
- Learn advanced Indexing and linear algebra - Know reshaping automatically - Dive into Broadcasting and Histograms - Profile NumPy code and visualize your profiling results - Speed up your code with Cython - Use the array interface to expose foreign memory to NumPy - Use universal functions and interoperability features - Learn about Matplotlib and Scipy which is often used in conjunction with NumPy ...
- Learn advanced Indexing and linear algebra - Know reshaping automatically - Dive into Broadcasting and Histograms - Profile NumPy code and visualize your profiling results - Speed up your code with Cython - Use the array interface to expose foreign memory to NumPy - Use universal functions and interoperability features - Learn about Matplotlib and Scipy which is often used in conjunction with NumPy ...
PHP and script.aculo.us Web 2.0 Application Interfaces
Get started quickly with script.aculo.us library with as little as one line of code. Explore Prototype library features, tutorials, code, and examples. Learn script.aculo.us In-place Editing, Auto Completion, Sliders, Drag-and-Drop, Effects, and Multimedia. A book with less jargon, and more code explanation for building real-world examples - Tadalist clone, Digg and Delicious clones, 43things.com clone. ...
Get started quickly with script.aculo.us library with as little as one line of code. Explore Prototype library features, tutorials, code, and examples. Learn script.aculo.us In-place Editing, Auto Completion, Sliders, Drag-and-Drop, Effects, and Multimedia. A book with less jargon, and more code explanation for building real-world examples - Tadalist clone, Digg and Delicious clones, 43things.com clone. ...
wxPython 2.8 Application Development Cookbook
Develop flexible applications in wxPython. Create interface translatable applications that will run on Windows, Macintosh OSX, Linux, and other UNIX like environments. Learn basic and advanced user interface controls. Packed with practical, hands-on cookbook recipes and plenty of example code, illustrating the techniques to develop feature rich applications using wxPython. ...
Develop flexible applications in wxPython. Create interface translatable applications that will run on Windows, Macintosh OSX, Linux, and other UNIX like environments. Learn basic and advanced user interface controls. Packed with practical, hands-on cookbook recipes and plenty of example code, illustrating the techniques to develop feature rich applications using wxPython. ...
IBM Lotus Domino
Classic techniques used for Web-enabling traditional Domino applications. Demonstrates how to incorporate HTML, CSS and JavaScript into designs. Offers tips and suggestions for testing, debugging, and troubleshooting. Organized, easy to read, and well-illustrated, with numerous code examples. Instructions valid for Domino versions 6, 7, and 8. ...
Classic techniques used for Web-enabling traditional Domino applications. Demonstrates how to incorporate HTML, CSS and JavaScript into designs. Offers tips and suggestions for testing, debugging, and troubleshooting. Organized, easy to read, and well-illustrated, with numerous code examples. Instructions valid for Domino versions 6, 7, and 8. ...
Microsoft Windows PowerShell 3.0 First Look
Explore and experience the new features found in PowerShell 3.0. Understand the changes to the language and the reasons why they were implemented. Discover new cmdlets and modules available in Windows 8 and Server 8. Quickly get up to date with the latest version of Powershell with concise descriptions and simple examples. ...
Explore and experience the new features found in PowerShell 3.0. Understand the changes to the language and the reasons why they were implemented. Discover new cmdlets and modules available in Windows 8 and Server 8. Quickly get up to date with the latest version of Powershell with concise descriptions and simple examples. ...