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Deep Learning第一篇书籍终于问世了,网站链接:
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 密码: 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 密码: s4cr
全书目录如下:
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
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