目錄(52章)
倒序
- 封面
- 書名頁
- Hands-On Deep Learning with TensorFlow
- Credits
- About the Author
- www.PacktPub.com
- Why subscribe?
- Customer Feedback
- Preface
- What this book covers
- What you need for this book
- Who this book is for
- Conventions
- Reader feedback
- Customer support
- Downloading the example code
- Downloading the color images of this book
- Errata
- Piracy
- Questions
- Chapter 1. Getting Started
- Installing TensorFlow
- Simple computations
- Logistic regression model building
- Logistic regression training
- Chapter 2. Deep Neural Networks
- Basic neural networks
- Single hidden layer model
- Single hidden layer explained
- The multiple hidden layer model
- Results of the multiple hidden layer
- Summary
- Chapter 3. Convolutional Neural Networks
- Convolutional layer motivation
- Convolutional layer application
- Pooling layer motivation
- Pooling layer application
- Deep CNN
- Deeper CNN
- Wrapping up deep CNN
- Summary
- Chapter 4. Introducing Recurrent Neural Networks
- Exploring RNNs
- TensorFlow learn
- DNNs
- Summary
- Chapter 5. Wrapping Up
- Research evaluation
- A quick review of all the models
- The future of TensorFlow
- Summary
- Index 更新時間：2021-07-15 17:11:23
推薦閱讀
- Mastering Visual Studio 2017
- Visual C++程序設計教程
- MySQL 8從入門到精通（視頻教學版）
- Clojure for Domain：specific Languages
- 神經網絡編程實戰：Java語言實現（原書第2版）
- C#程序設計教程
- C語言程序設計立體化案例教程
- Linux環境編程：從應用到內核
- JavaCAPS基礎、應用與案例
- 常用工具軟件立體化教程（微課版）
- Mastering Linux Security and Hardening
- Arduino機器人系統設計及開發
- SFML Game Development
- Zend Framework 2 Cookbook
- LibGDX Game Development By Example
- C#從入門到精通（微視頻精編版）
- 三步學Python
- 區塊鏈技術與智能服務應用
- GitHub Essentials
- Odoo Development Essentials
- Abaqus GUI程序開發指南（Python語言）
- HTML5與CSS3權威指南（第2版·下冊）
- Visual FoxPro程序設計教程
- 區塊鏈技術及應用
- Unity 3D腳本編程與游戲開發
- Getting Started with SBT for Scala
- C++項目開發全程實錄（第2版）
- Piwik Web Analytics Essentials
- Getting Started with UDOO
- SQL Server 2016 Developer's Guide
