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Torch/Lua学习资料汇总

2015-11-13 17:03 501 查看
在学习Torch/Lua的过程中,积累了一些资料,现汇总如下,自己会随时补充,也欢迎大家补充!

1、Torch Package Reference Manual,Torch帮助手册

网址:http://torch7.readthedocs.org/en/latest/index.html

2、Deep Learning with Torch,Torch平台上的深度学习,60分钟教程,很详细!

https://github.com/soumith/cvpr2015/blob/master/Deep%20Learning%20with%20Torch.ipynb

3、Cheatsheet:

https://github.com/torch/torch7/wiki/Cheatsheet

4、Torch/Lua Material for Deep Learning

网址:http://blog.sciencenet.cn/blog-713652-906580.html

5、Demos / Turorials for Torch7

https://github.com/torch/demos

6、Torch7学习笔记(一)

网址:http://www.cnblogs.com/crossing/p/4826659.html

7、Torch7学习笔记(二)nn Package

http://www.bubuko.com/infodetail-1107562.html

8、知乎:torch7怎么样?和theano和caffe相比如何?

http://www.zhihu.com/question/34789475?sort=created

9、CNN_Torch7:

https://github.com/guoyilin/CNN_Torch7

10、Applied Deep Learning for Computer Vision with Torch:

http://torch.ch/docs/cvpr15.html

11、five simple hands-on steps, to get started with Torch:

“>http://torch.ch/docs/five-simple-examples.html#

12、Applied Deep Learning for Computer Vision with Torch:

http://torch.ch/docs/cvpr15.html

13、Where developers come to talk? Torch平台上类似问答的网站

https://gitter.im/torch/torch7

14、cvpr2015:

https://github.com/soumith/cvpr2015

15、CVPR 2015深度学习回顾:ConvNet、Caffe、Torch及其他:

http://www.csdn.net/article/2015-08-06/2825395

16、Oxford Computer Science - Machine Learning 2015:

https://github.com/oxford-cs-ml-2015

17、Machine Learning: 2014-2015 Course materials:

https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/

18、rnn: recurrent neural networks:

https://github.com/Element-Research/rnn

19、Awesome Recurrent Neural Networks:

http://jiwonkim.org/awesome-rnn/#codes

20、lua学习笔记

http://blog.csdn.net/shangyt/article/details/40683947
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