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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...
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition

Learn advanced state-of-the-art deep learning techniques and their applications using popular Python libraries

Key Features

  • Build a strong foundation in neural networks and deep learning with Python libraries
  • Explore advanced deep learning techniques and their applications...
Type Theory and Functional Programming (International Computer Science Series)
Type Theory and Functional Programming (International Computer Science Series)

This book explores the role of Martin-Lof s constructive type theory in computer programming. The main focus of the book is how the theory can be successfully applied in practice. Introductory sections provide the necessary background in logic, lambda calculus and constructive mathematics, and exercises and chapter summaries are included to...

Mathematics for Multimedia
Mathematics for Multimedia

Beautiful mathematical ideas abound in multimedia software! Some are not encountered until late in undergraduate or even postgraduate study, whereas they can be appreciated and used much earlier. This book presents a few dozen such pearls, strung together by their ubiquity in many applications. It is based on the course Topics in...

The Mathematics of Coding Theory
The Mathematics of Coding Theory

This book is intended to be accessible to undergraduate students with two years of typical mathematics experience, most likely meaning calculus with a little linear algebra and differential equations. Thus, specifically, there is no assumption oLa background inabstr&;t algebra or number theory, nor of probability, nor of linear...

Numerical Analysis Using MATLAB and Spreadsheets: Second Edition
Numerical Analysis Using MATLAB and Spreadsheets: Second Edition

Numerical analysis is the branch of mathematics that is used to find approximations to difficult problems such as finding the roots of non-linear equations, integration involving complex expressions and solving differential equations for which analytical solutions do not exist. It is applied to a wide variety of disciplines such as...

Mathematics for 3D Game Programming and Computer Graphics, Third Edition
Mathematics for 3D Game Programming and Computer Graphics, Third Edition

This updated third edition illustrates the mathematical concepts that a game developer needs to develop 3D computer graphics and game engines at the professional level. It starts at a fairly basic level in areas such as vector geometry and linear algebra, and then progresses to more advanced topics in 3D programming such as illumination and...

Software Engineering for Image Processing Systems (Image Processing Series)
Software Engineering for Image Processing Systems (Image Processing Series)

This book is not intended to be a traditional software engineering text — there are many good ones. Instead, it is designed specifically for those involved in image processing systems. It provides a modern engineering framework for the specification, design, coding, testing, and maintenance of image processing software and...

Trends in Functional Programming: 11th International Symposium, TFP 2010
Trends in Functional Programming: 11th International Symposium, TFP 2010

The 11th Symposium on Trends in Functional Programming took place on the University of Oklahoma campus in Norman, Oklahoma, May 17-19, 2010. The program included presentations of 26 papers submitted by researchers from six nations and an invited talk by J. Strother Moore on machine reasoning so well received that the question/answer...

Principles of Digital Image Synthesis (The Morgan Kaufmann Series in Computer Graphics) 2 Volume Set
Principles of Digital Image Synthesis (The Morgan Kaufmann Series in Computer Graphics) 2 Volume Set

Image synthesis, or rendering, is a field of transformation: it changes geometry and physics into meaningful images. Because the most popular algorithms frequently change, it is increasingly important for researchers and implementors to have a basic understanding of the principles of image synthesis. Focusing on theory, Andrew...

Physics for Scientists and Engineers (with PhysicsNOW and InfoTrac )
Physics for Scientists and Engineers (with PhysicsNOW and InfoTrac )

This best-selling, calculus-based text is recognized for its carefully crafted, logical presentation of the basic concepts and principles of physics. PHYSICS FOR SCIENTISTS AND ENGINEERS, Sixth Edition, maintains the Serway traditions of concise writing for the students, carefully thought-out problem sets and worked examples, and evolving...

An Introduction to Modern Mathematical Computing: With Maple(TM)
An Introduction to Modern Mathematical Computing: With Maple(TM)

Thirty years ago mathematical, as opposed to applied numerical, computation was difficult to perform and so relatively little used. Three threads changed that: the emergence of the personal computer; the discovery of fiber-optics and the consequent development of the modern internet; and the building of the Three “M’s”...

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