Deep Learning 和 Knowledge Graph howto

Posted 2021-02-01 yaoyaohust

领军大家：

Geoffrey E. Hinton

http://www.cs.toronto.edu/~hinton/

 

阅读列表：

reading lists and survey papers for deep learning

http://deeplearning.net/reading-list/

 

课程和教材：

Deep Learning 教程（邓侃老师力荐，已有中文版面）

http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Tutorial

斯坦福的Deep Learning公开课（2012）

http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=DeepLearning

CS294A/CS294W  Deep Learning and Unsupervised Feature Learning - Winter 2011 

http://www.stanford.edu/class/cs294a/

 

网站和博客：

深度学习的一些教程

http://baojie.org/blog/2013/01/27/deep-learning-tutorials/

Deep Learning

http://deeplearning.net/

Deep Learning Tutorials

http://deeplearning.net/tutorial/

Deep Learning 和 Knowledge Graph 引爆大数据革命 【1】 - 邓侃的博客

http://blog.sina.com.cn/s/blog_46d0a3930101fswl.html

tornadomeet

http://www.cnblogs.com/tornadomeet/

[转载]机器学习前沿热点–Deep Learning

http://blog.sciencenet.cn/blog-315535-663215.html

Learning deep architectures for AI

http://www.iro.umontreal.ca/~lisa/publications2/index.php/publications/show/239

 

谷子粒-Guzili

http://www.guzili.com/

Explanation of the digit movies : These movies illustrate the neural network described in the paper:

http://www.cs.toronto.edu/~hinton/digits.html