Description: Further DetailsTitle: PyTorch Deep Learning Hands-OnCondition: NewFormat: PaperbackSubtitle: Build CNNs, RNNs, GANs, reinforcement learning, and more, quickly and easilyISBN-10: 1788834135EAN: 9781788834131ISBN: 9781788834131Publisher: Packt Publishing LimitedRelease Date: 04/30/2019Description: Hands-on projects cover all the key deep learning methods built step-by-step in PyTorchKey FeaturesInternals and principles of PyTorchImplement key deep learning methods in PyTorch: CNNs, GANs, RNNs, reinforcement learning, and moreBuild deep learning workflows and take deep learning models from prototyping to productionBook Description PyTorch Deep Learning Hands-On is a book for engineers who want a fast-paced guide to doing deep learning work with Pytorch. It is not an academic textbook and does not try to teach deep learning principles. The book will help you most if you want to get your hands dirty and put PyTorch to work quickly. PyTorch Deep Learning Hands-On shows how to implement the major deep learning architectures in PyTorch. It covers neural networks, computer vision, CNNs, natural language processing (RNN), GANs, and reinforcement learning. You will also build deep learning workflows with the PyTorch framework, migrate models built in Python to highly efficient TorchScript, and deploy to production using the most sophisticated available tools. Each chapter focuses on a different area of deep learning. Chapters start with a refresher on how the model works, before sharing the code you need to implement them in PyTorch. This book is ideal if you want to rapidly add PyTorch to your deep learning toolset.What you will learn Use PyTorch to build:Simple Neural Networks – build neural networks the PyTorch way, with high-level functions, optimizers, and moreConvolutional Neural Networks – create advanced computer vision systemsRecurrent Neural Networks – work with sequential data such as natural language and audioGenerative Adversarial Networks – create new content with models including SimpleGAN and CycleGANReinforcement Learning – develop systems that can solve complex problems such as driving or game playingDeep Learning workflows – move effectively from ideation to production with proper deep learning workflow using PyTorch and its utility packagesProduction-ready models – package your models for high-performance production environmentsWho this book is for Machine learning engineers who want to put PyTorch to work.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: Sudhanshu Passi, Sherin ThomasGenre: Computing & InternetRelease Year: 2019 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: PyTorch Deep Learning Hands-On
Title: PyTorch Deep Learning Hands-On
Subtitle: Build CNNs, RNNs, GANs, reinforcement learning, and more, quickly
ISBN-10: 1788834135
EAN: 9781788834131
ISBN: 9781788834131
Release Date: 04/30/2019
Release Year: 2019
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
Number of Pages: 250 Pages
Language: English
Publication Name: PyTorch Deep Learning Hands-On : Apply Modern AI Techniques with CNNs, RNNs, GANs, Reinforcement Learning, and More
Publisher: Packt Publishing, The Limited
Publication Year: 2019
Subject: Programming / Algorithms, Intelligence (Ai) & Semantics, Natural Language Processing, Programming Languages / Python
Type: Textbook
Item Length: 3.6 in
Subject Area: Computers
Author: Sudhanshu Passi, Sherin Thomas
Item Width: 3 in
Format: Trade Paperback
