没有合适的资源?快使用搜索试试~ 我知道了~
首页TensorFlow for Deep Learning 原版PDF
TensorFlow for Deep Learning 原版PDF
5星 · 超过95%的资源 需积分: 13 53 下载量 71 浏览量
更新于2023-03-16
评论 2
收藏 15.78MB PDF 举报
TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning
资源详情
资源评论
资源推荐
Bharath Ramsundar &
Reza Bosagh Zadeh
TensorFlow for
Deep Learning
FROM LINEAR REGRESSION TO REINFORCEMENT LEARNING
Bharath Ramsundar and Reza Bosagh Zadeh
TensorFlow for Deep Learning
From Linear Regression to
Reinforcement Learning
Boston Farnham Sebastopol
Tokyo
Beijing Boston Farnham Sebastopol
Tokyo
Beijing
978-1-491-98045-3
[M]
TensorFlow for Deep Learning
by Bharath Ramsundar and Reza Bosagh Zadeh
Copyright © 2018 Reza Zadeh, Bharath Ramsundar. All rights reserved.
Printed in the United States of America.
Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA 95472.
O’Reilly books may be purchased for educational, business, or sales promotional use. Online editions are
also available for most titles (http://oreilly.com/safari). For more information, contact our corporate/insti‐
tutional sales department: 800-998-9938 or corporate@oreilly.com.
Editors: Rachel Roumeliotis and Alicia Young
Production Editor: Kristen Brown
Copyeditor: Kim Cofer
Proofreader: James Fraleigh
Indexer: Judy McConville
Interior Designer: David Futato
Cover Designer: Karen Montgomery
Illustrator: Rebecca Demarest
March 2018: First Edition
Revision History for the First Edition
2018-03-01: First Release
See http://oreilly.com/catalog/errata.csp?isbn=9781491980453 for release details.
The O’Reilly logo is a registered trademark of O’Reilly Media, Inc. TensorFlow for Deep Learning, the
cover image, and related trade dress are trademarks of O’Reilly Media, Inc.
While the publisher and the authors have used good faith efforts to ensure that the information and
instructions contained in this work are accurate, the publisher and the authors disclaim all responsibility
for errors or omissions, including without limitation responsibility for damages resulting from the use of
or reliance on this work. Use of the information and instructions contained in this work is at your own
risk. If any code samples or other technology this work contains or describes is subject to open source
licenses or the intellectual property rights of others, it is your responsibility to ensure that your use
thereof complies with such licenses and/or rights.
Table of Contents
Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ix
1.
Introduction to Deep Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Machine Learning Eats Computer Science 1
Deep Learning Primitives 3
Fully Connected Layer 3
Convolutional Layer 4
Recurrent Neural Network Layers 4
Long Short-Term Memory Cells 5
Deep Learning Architectures 6
LeNet 6
AlexNet 6
ResNet 7
Neural Captioning Model 8
Google Neural Machine Translation 9
One-Shot Models 10
AlphaGo 12
Generative Adversarial Networks 13
Neural Turing Machines 14
Deep Learning Frameworks 15
Limitations of TensorFlow 16
Review 17
2.
Introduction to TensorFlow Primitives. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
Introducing Tensors 19
Scalars, Vectors, and Matrices 20
Matrix Mathematics 24
Tensors 25
iii
剩余255页未读,继续阅读
DWcsdnNET
- 粉丝: 415
- 资源: 652
上传资源 快速赚钱
- 我的内容管理 收起
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
会员权益专享
最新资源
- 27页智慧街道信息化建设综合解决方案.pptx
- 计算机二级Ms-Office选择题汇总.doc
- 单链表的插入和删除实验报告 (2).docx
- 单链表的插入和删除实验报告.pdf
- 物联网智能终端项目设备管理方案.pdf
- 如何打造品牌的模式.doc
- 样式控制与页面布局.pdf
- 武汉理工Java实验报告(二).docx
- 2021线上新品消费趋势报告.pdf
- 第3章 Matlab中的矩阵及其运算.docx
- 基于Web的人力资源管理系统的必要性和可行性.doc
- 基于一阶倒立摆的matlab仿真实验.doc
- 速运公司物流管理模式研究教材
- 大数据与管理.pptx
- 单片机课程设计之步进电机.doc
- 大数据与数据挖掘.pptx
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功
评论2