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Assessing and Improving Prediction and Classification

Assessing and Improving Prediction and Classification

by Timothy Masters

Assess the quality of your prediction and classification models in ways that accurately reflect their real-world performance, and then improve this performance using state-of-the-art algorithms such as committee-based decision making, resampling the dataset, and boosting. This book presents many important techniques for building powerful, robust models and quantifying their expected behavior when put to wor...

Price:  $58.22  |  Publisher:  Apress  |  Release:  2018

Deep Belief Nets in C++ and CUDA C: Volume 1

Deep Belief Nets in C++ and CUDA C: Volume 1

by Timothy Masters

Discover the essential building blocks of the most common forms of deep belief networks. At each step this book provides intuitive motivation, a summary of the most important equations relevant to the topic, and concludes with highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards.The first of three in a series ...

Price:  $32.13  |  Publisher:  Apress  |  Release:  2018

C++17 Quick Syntax Reference

C++17 Quick Syntax Reference

by Mikael Olsson

This quick C++17 guide is a condensed code and syntax reference to the popular programming language, fully updated for C++17. It presents the essential C++ syntax in a well-organized format that can be used as a handy reference.In the C++17 Quick Syntax Reference, you will find short, simple, and focused code examples.This book includes a well laid out table of contents and a comprehensive index allowing fo...

Price:  $16.39  |  Publisher:  Apress  |  Release:  2018

Design Patterns in Modern C++

Design Patterns in Modern C++

by Dmitri Nesteruk

Apply modern C++17 to the implementations of classic design patterns. As well as covering traditional design patterns, this book fleshes out new patterns and approaches that will be useful to C++ developers. The author presents concepts as a fun investigation of how problems can be solved in different ways, along the way using varying degrees of technical sophistication and explaining different sorts of tra...

Price:  $67.41  |  Publisher:  Apress  |  Release:  2018

Deep Belief Nets in C++ and CUDA C: Volume 2

Deep Belief Nets in C++ and CUDA C: Volume 2

by Timothy Masters

Discover the essential building blocks of a common and powerful form of deep belief net: the autoencoder. You'll take this topic beyond current usage by extending it to the complex domain for signal and image processing applications. Deep Belief Nets in C++ and CUDA C: Volume 2 also covers several algorithms for preprocessing time series and image data. These algorithms focus on the creation of complex...

Price:  $37.99  |  Publisher:  Apress  |  Release:  2018

Deep Belief Nets in C++ and CUDA C: Volume 3

Deep Belief Nets in C++ and CUDA C: Volume 3

by Timothy Masters

Discover the essential building blocks of a common and powerful form of deep belief network: convolutional nets. This book shows you how the structure of these elegant models is much closer to that of human brains than traditional neural networks; they have a thought process that is capable of learning abstract concepts built from simpler primitives. These models are especially useful for image processing a...

Price:  $34.99  |  Publisher:  Apress  |  Release:  2018

Testing and Tuning Market Trading Systems

Testing and Tuning Market Trading Systems

by Timothy Masters

Build, test, and tune financial, insurance or other market trading systems using C++ algorithms and statistics. You've had an idea and have done some preliminary experiments, and it looks promising. Where do you go from here? Well, this book discusses and dissects this case study approach.Seemingly good backtest performance isn't enough to justify trading real money. You need to perform rigorous ...

Price:  $31.37  |  Publisher:  Apress  |  Release:  2018

The Modern C++ Challenge

The Modern C++ Challenge

by Marius Bancila

C++ is one of the most widely-used programming languages and has applications in a variety of fields, such as gaming, GUI programming, and operating systems, to name a few. Through the years, C++ has evolved into (and remains) one of the top choices for software developers worldwide. This book will show you some notable C++ features and how to implement them to meet your application needs. Each problem is u...

Price:  $34.99  |  Publisher:  Packt Publishing  |  Release:  2018

Learn OpenGL

Learn OpenGL

by Frahaan Hussain

Learn OpenGL is your one-stop reference guide to get started with OpenGL and C++ for game development. From setting up the development environment to getting started with basics of drawing and shaders, along with concepts such as lighting, model loading, and cube mapping, this book will get you up to speed with the fundamentals.You begin by setting up your development environment to use OpenGL on Windows an...

Price:  $29.99  |  Publisher:  Packt Publishing  |  Release:  2018

Fundamentals of Python Programming

FREE EBOOK - Fundamentals of Python Programming

by Richard L. Halterman

This book does not attempt to cover all the facets of the Python programming language. Experienced programmers should look elsewhere for books that cover Python in much more detail. The focus here is on introducing programming techniques and developing good habits. To that end, our approach avoids some of the more esoteric features of Python and concentrates on the programming basics that transfer directly ...

Publisher:  Self-publishing  |  Release:  2018

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