Hands-On Deep Learning with Go 9781789340990, 1789340993

Apply modern deep learning techniques to build and train deep neural networks using Gorgonia Key FeaturesGain a practica

608 49 4MB

English Pages 242 Year 2019

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Hands-On Deep Learning with Go
9781789340990, 1789340993

Author / Uploaded
Gareth Seneque
Darrell Chua

Categories
Computers
Programming

Table of contents :
Title Page
Copyright and Credits
About Packt
Contributors
Preface
Section 1: Deep Learning in Go, Neural Networks, and How to Train Them
Introduction to Deep Learning in Go
What Is a Neural Network and How Do I Train One?
Beyond Basic Neural Networks - Autoencoders and RBMs
CUDA - GPU-Accelerated Training
Section 2: Implementing Deep Neural Network Architectures
Next Word Prediction with Recurrent Neural Networks
Object Recognition with Convolutional Neural Networks
Maze Solving with Deep Q-Networks
Generative Models with Variational Autoencoders
Section 3: Pipeline, Deployment, and Beyond!
Building a Deep Learning Pipeline
Scaling Deployment
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