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Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch
Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by...
Composing Music with Computers (Music Technology)
Composing Music with Computers (Music Technology)

Focuses on the role of the computer as a generative tool for music composition. Miranda introduces a number of computer music composition techniques ranging from probabilities, formal grammars and fractals, to genetic algorithms, cellular automata and neural computation. Anyone wishing to use the computer as a companion to create music will...

Aspects of Soft Computing, Intelligent Robotics and Control (Studies in Computational Intelligence)
Aspects of Soft Computing, Intelligent Robotics and Control (Studies in Computational Intelligence)

Soft computing, as a collection of techniques exploiting approximation and tolerance for imprecision and uncertainty in traditionally intractable problems, has become very effective and popular especially because of the synergy derived from its components. The integration of constituent technologies provides complementary methods that allow...

Elementary Computability, Formal Languages, and Automata
Elementary Computability, Formal Languages, and Automata

This book is an introduction to theoretical computer science emphasizing two interrelated areas: the theory of computability {how to tell whether problems are algorithmically solvable) and the theory of formal languages (how to design and use special languages, as for algorithms). Automata {idealized computer devices) are used as precise...

Queueing Networks and Markov Chains : Modeling and Performance Evaluation With Computer Science Applications
Queueing Networks and Markov Chains : Modeling and Performance Evaluation With Computer Science Applications

The first book to address computer performance evaluation from the perspective of queueing theory and Markov chains.

Queueing Networks and Markov Chains provides comprehensive coverage of the theory and application of computer performance evaluation based on queueing networks and Markov chains. Progressing from basic concepts
...

Discrete Mathematics (Jones and Bartlett Books in Computer Science)
Discrete Mathematics (Jones and Bartlett Books in Computer Science)

This book is designed for an introductory course in discrete mathematics that serves a variety of majors, including mathematics, computer science, and engineering. The book is the outgrowth of a course at Portland State University that has evolved over 15 years from a course for upper-division students into a course for sophomores. The book...

Graphics and GUIs with MATLAB, Third Edition (Graphics & GUIs with MATLAB)
Graphics and GUIs with MATLAB, Third Edition (Graphics & GUIs with MATLAB)

MATLAB®, now the industry-standard engineering language for computation, analysis, and visualization, continues to evolve in its capabilities. Version 6.x incorporated several major improvements, including significant enhancements to its graphics features, such as transparencies, increased 3-D visualization, and an improved rendering...

Basics of MATLAB and Beyond
Basics of MATLAB and Beyond

MATLABä-the tremendously popular computation, numerical analysis, signal processing, data analysis, and graphical software package-allows virtually every scientist and engineer to make better and faster progress. As MATLAB's world-wide sales approach a half-million with an estimated four million users, it becomes a near necessity...

New Frontiers in Information and Software as Services: Service and Application Design Challenges in the Cloud
New Frontiers in Information and Software as Services: Service and Application Design Challenges in the Cloud

The increasing costs of creating and maintaining infrastructures for delivering services to consumers have led to the emergence of cloud based third party service providers renting networks, computation power, storage, and even entire software application suites. On the other hand, service customers demand competitive pricing, service level...

Theory of Cryptography: 8th Theory of Cryptography Conference, TCC 2011
Theory of Cryptography: 8th Theory of Cryptography Conference, TCC 2011

These are the proceedings of TCC 2011, the 8th Theory of Cryptography Conference, which was held in Brown University, Providence, RI, during March 28–30, 2011. The conference was sponsored by the International Association for Cryptologic Research (IACR). The General Chair was Anna Lysyanskaya.

The Program Committee,...

Genetic Algorithms + Data Structures = Evolution Programs
Genetic Algorithms + Data Structures = Evolution Programs

Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorithms, are applicable to many hard optimization problems, such as optimization of functions with linear and nonlinear constraints, the traveling salesman problem, and problems of...

Clever Algorithms: Nature-Inspired Programming Recipes
Clever Algorithms: Nature-Inspired Programming Recipes

The need for this project was born of frustration while working towards my PhD. I was investigating optimization algorithms and was implementing a large number of them for a software platform called the Optimization Algorithm Toolkit (OAT)1. Each algorithm required considerable effort to locate the relevant source material (from...

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