《Deep Learning》全书已完稿_附全书电子版

Deep Learning第一篇书籍最终问世了。站点链接：

http://www.deeplearningbook.org/

Bengio大神的《Deep Learning》全书电子版在百度网盘下载：

链接: http://pan.baidu.com/s/1dFyiqBZ password: 63sg

另附Opencv的学习视频资料文档的分享链接：

链接: http://pan.baidu.com/s/1kVdDsoR password: s4cr

全书文件夹例如以下：

Table of Contents

Acknowledgements

Notation

1 Introduction

Part I: Applied Math and Machine Learning Basics

2 Linear Algebra

3 Probability and Information Theory

4 Numerical Computation

5 Machine Learning Basics

Part II: Modern Practical Deep Networks

6 Deep Feedforward Networks

7 Regularization

8 Optimization for Training Deep Models

9 Convolutional Networks

10 Sequence Modeling: Recurrent and Recursive Nets

11 Practical Methodology

12 Applications

Part III: Deep Learning Research

13 Linear Factor Models

14 Autoencoders

15 Representation Learning

16 Structured Probabilistic Models for Deep Learning

17 Monte Carlo Methods

18 Confronting the Partition Function

19 Approximate Inference

20 Deep Generative Models