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Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch
Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch

Build neural network models in text, vision and advanced analytics using PyTorch

Key Features

  • Learn PyTorch for implementing cutting-edge deep learning algorithms.
  • Train your neural networks for higher speed and flexibility and learn how to implement them in various...
Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7
Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7

Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.

Key Features

  • Develop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4)and...
Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more
Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems.

Key Features

  • Explore deep reinforcement learning (RL), from the first principles to the latest algorithms
  • Evaluate high-profile RL methods, including value...
Principles of Computer Graphics: Theory and Practice Using OpenGL and Maya®
Principles of Computer Graphics: Theory and Practice Using OpenGL and Maya®
to think about what it means. What is Computer Graphics? Simply defined, Computer Graphics (or CG) is the images generated or modified on a computer. These images may be visualizations of real data or imaginary depictions of a fantasy world.

The use of Computer Graphics effects in movies such as The Incredibles and games such as Myst
...
Numerical Computing with IEEE Floating Point Arithmetic
Numerical Computing with IEEE Floating Point Arithmetic

Are you familiar with the IEEE floating point arithmetic standard? Would you like to understand it better? This book gives a broad overview of numerical computing, in a historical context, with a special focus on the IEEE standard for binary floating point arithmetic. Key ideas are developed step by step, taking the reader from floating point...

Open-Source ESBs in Action
Open-Source ESBs in Action
Most modern business systems include independent applications that exchange information with each other-a technique usually called enterprise integration. An architectural approach called the Enterprise Service Bus (ESB) offers developers a way to handle the messages between those independent applications without creating a lot of custom code....
Modelling Diesel Combustion (Mechanical Engineering Series)
Modelling Diesel Combustion (Mechanical Engineering Series)

This book is a detailed discussion of the Diesel Combustion phenomena like ignition delay, fuel air mixing, rate of heat release, and emissions of smoke, particulate and nitric oxide. The book enables quantitative evaluation of these important phenomena and parameters. Most importantly, it attempts to model them with constants that are...

Trustworthy Compilers (Quantitative Software Engineering Series)
Trustworthy Compilers (Quantitative Software Engineering Series)

The Most Complete, Real-World Guide to Compiler

Development—and the Principles of Trustworthy Compilers

Drawing on the author's over thirty years of expertise in compiler development, research, and instruction, Trustworthy Compilers introduces and analyzes the concept of trustworthy compilers and the principles...

Multiparadigm Constraint Programming Languages (Cognitive Technologies)
Multiparadigm Constraint Programming Languages (Cognitive Technologies)

"Modeling" has become one of the primary concerns in modern Software Engineering. The reason is simple: starting development processes from clear and succinct models has proven to foster not only quality but also productivity. With the advance of modeling there also came a desire for automatic code generation from models....

Learning PHP, MySQL, JavaScript, and CSS: A Step-by-Step Guide to Creating Dynamic Websites
Learning PHP, MySQL, JavaScript, and CSS: A Step-by-Step Guide to Creating Dynamic Websites
The combination of PHP and MySQL is the most convenient approach to dynamic, database-driven web design, holding its own in the face of challenges from integrated frameworks—such as Ruby on Rails—that are harder to learn. Due to its open source roots (unlike the competing Microsoft .NET framework), it is...
Handbook of Computer Vision and Applications, Volume 1
Handbook of Computer Vision and Applications, Volume 1
This handbook o ers a fresh approach to computer vision. The whole vision process from image formation to measuring, recognition, or reacting is regarded as an integral process. Computer vision is understood as the host of techniques to acquire, process, analyze, and understand complex higher-dimensional data from our environment...
Getting Started with Grunt: The JavaScript Task Runner
Getting Started with Grunt: The JavaScript Task Runner

A hands-on approach to mastering the fundamentals of Grunt

Overview

  • Gain insight on the core concepts of Grunt, Node.js and npm to get started with Grunt.
  • Learn how to install, configure, run, and customize Grunt
  • Example-driven and filled with tips to help you create custom...
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