Skip to content
Scan a barcode
Scan
Added to your cart
Paperback Make Your First GAN With PyTorch Book

ISBN: B085RNKXPD

ISBN13: 9798624728158

Make Your First GAN With PyTorch

A gentle introduction to Generative Adversarial Networks, and a practical step-by-step tutorial on making your own with PyTorch.

This beginner-friendly guide will give you hands-on experience: learning PyTorch basicsdeveloping your first PyTorch neural networkexploring neural network refinements to improve performanceintroduce CUDA GPU accelerationIt will introduce GANs, one of the most exciting areas of machine learning: introducing the concept step-by-step, in plain Englishcoding the simplest GAN to develop a good workflowgrowing our confidence with an MNIST GANprogressing to develop a GAN to generate full-colour human facesexperiencing how GANs fail, exploring remedies and improving GAN performance and stabilityBeyond the very basics, readers can explore more sophisticated GANs: convolutional GANs for generated higher quality imagesconditional GANs for generated images of a desired classThe appendices will be useful for students of machine learning as they explain themes often skipped over in many courses: calculating ideal loss values for balanced GANsprobability distributions and sampling them to create imagescarefully chosen examples illustrating how convolutions worka brief explanation of why gradient descent isn't suited to adversarial machine learningAll code is available publicly as open source on github.

Recommended

Format: Paperback

Condition: New

$43.27
Save $3.42!
List Price $46.69
50 Available
Ships within 2-3 days

You Might Also Enjoy

System Design Interview - An insider's guide
System Design Interview - An insider's guide
Alex Xu

from: $33.49

HTML and CSS: Design and Build Websites
HTML and CSS: Design and Build Websites
Jon Duckett

from: $6.09

Mastering Monero: The future of private transactions
Mastering Monero: The future of private transactions
SerHack

from: $19.99

How to Think Like a Manager for the CISSP Exam
How to Think Like a Manager for the CISSP Exam
Luke Ahmed

from: $27.48

Access for Dummies
Access for Dummies
Laurie A Ulrich, Ken Cook

from: $15.89

A Seniors Guide to the iPhone SE (3rd Generation): Getting Started with the the 2022 iPhone SE
A Seniors Guide to the iPhone SE (3rd Generation): Getting Started with the the 2022 iPhone SE
Scott La Counte

from: $19.80

Teach Yourself Visually iPhone 14
Teach Yourself Visually iPhone 14
Guy Hart-Davis

from: $36.89

iPhone 12 User Guide for Seniors: Easily Master the Latest Version of Your iPhone Thanks to Step-by-Step Tutorials, Large Texts, and Illustrations. You Won’t Feel in Denial Anymore!
iPhone 12 User Guide for Seniors: Easily Master the Latest Version of Your iPhone Thanks to Step-by-Step Tutorials, Large Texts, and Illustrations. You Won’t Feel in Denial Anymore!
Brandon Ballard

from: $20.69

Windows 10 for Seniors for Dummies
Windows 10 for Seniors for Dummies
Peter Weverka

from: $4.79

The Personal Cybersecurity Manual: How Anyone Can Protect Themselves from Fraud, Identity Theft, and Other Cybercrimes
The Personal Cybersecurity Manual: How Anyone Can Protect Themselves from Fraud, Identity Theft, and Other Cybercrimes
Marlon Buchanan

from: $15.74

Html5: Learn Html and Css With a Complete Tutorial Guide
Html5: Learn Html and Css With a Complete Tutorial Guide
Shawn Catlett

from: $16.35

FreeCAD 0.20 Learn by doing
FreeCAD 0.20 Learn by doing
Tutorial Books

from: $25.21

Getting Started With Ubuntu OS: A Ridiculously Simple Guide to the Linux Open Source Operating System
Getting Started With Ubuntu OS: A Ridiculously Simple Guide to the Linux Open Source Operating System
Lewis Richards, NOW Series, Scott La Counte

from: $10.48

Power Pivot and Power BI: The Excel User's Guide to DAX, Power Query, Power BI Power Pivot in Excel 2010-2016
Power Pivot and Power BI: The Excel User's Guide to DAX, Power Query, Power BI Power Pivot in Excel 2010-2016
Rob Collie, Avichal Singh

from: $22.62

Cybersecurity First Principles: A Reboot of Strategy and Tactics
Cybersecurity First Principles: A Reboot of Strategy and Tactics
Rick Howard

from: $18.09

Data Structures and Algorithms in Python
Data Structures and Algorithms in Python
Robert Method Karamagi

from: $20.00

Vintage Laptop Computers: First Decade: 1980-89
Vintage Laptop Computers: First Decade: 1980-89
James E. Wilson

from: $14.54

A Hacker's Mind
A Hacker's Mind

Out of Stock

Customer Reviews

0 customer rating | 0 review
There are currently no reviews. Be the first to review this work.
Copyright © 2025 Thriftbooks.com Terms of Use | Privacy Policy | Do Not Sell/Share My Personal Information | Cookie Policy | Cookie Preferences | Accessibility Statement
ThriftBooks ® and the ThriftBooks ® logo are registered trademarks of Thrift Books Global, LLC
GoDaddy Verified and Secured