Applied deep learning with PyTorch_ demystify neural networks with PyTorch_Saleh, Hyatt.pdf

Hyatt Saleh Demystify neural networks with PyTorch Applied Deep Learning with PyTorch Applied Deep Learning with PyTorch Copyright © 2019 Packt Publishing All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book. Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information. Author: Hyatt Saleh Reviewer: Sashikanth Dareddy Managing Editor: Edwin Moses Acquisitions Editor: Aditya Date Production Editor: Nitesh Thakur Editorial Board: David Barnes, Ewan Buckingham, Simon Cox, Manasa Kumar, Alex Mazonowicz, Jonathan Wray, Douglas Paterson, Dominic Pereira, Shiny Poojary, Erol Staveley, Ankita Thakur, and Mohita Vyas. First Published: April 2019 Production Reference: 1260419 ISBN: 978-1-78980-459-1 Published by Packt Publishing Ltd. Livery Place, 35 Livery Street Birmingham B3 2PB, UK Table of Contents Preface    i Introduction to Deep Learning and PyTorch    1 Introduction ..................................................................................................... 2 Understanding Deep Learning ...................................................................... 2 Why Is Deep Learning Important? Why Has It Become Popular? ................... 4 Applications of Deep Learning ..