Deep Learning Tutorials

Deep Learning Tutorials

0.http://www.liuhao.me/2016/10/11/neural-networks-and-deep-learning-pdf-version/(推荐)

1.https://www.toptal.com/machine-learning/an-introduction-to-deep-learning-from-perceptrons-to-deep-networks

2.http://neuralnetworksanddeeplearning.com/

3.http://ufldl.stanford.edu/tutorial/StarterCode/

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

5.http://deeplearning.net/tutorial/deeplearning.pdf

6.http://deeplearning.net/tutorial/

7.https://deeplearning4j.org/tutorials

8.http://www.cs.nyu.edu/~yann/talks/lecun-ranzato-icml2013.pdf

9.https://simons.berkeley.edu/talks/tutorial-deep-learning

10.https://developer.nvidia.com/deep-learning-frameworks

11.http://machinelearningmastery.com/tutorial-first-neural-network-python-keras/(推荐)

12.http://techtalks.tv/talks/deep-learning/58122/(推荐)

13.http://www.vision.jhu.edu/tutorials/ICCV15-Tutorial-Math-Deep-Learning-Intro-Rene-Joan.pdf

14.http://adilmoujahid.com/posts/2016/06/introduction-deep-learning-python-caffe/(推荐)

15.https://www.analyticsvidhya.com/blog/2016/12/21-deep-learning-videos-tutorials-courses-on-youtube-from-2016/(推荐)

16.https://www.quora.com/What-are-the-best-deep-learning-tutorials(推荐)

17.https://research.fb.com/deep-learning-tutorial-at-cvpr-2014/

18.http://www.slideshare.net/tw_dsconf/ss-62245351

19.https://www.microsoft.com/en-us/research/publication/a-tutorial-survey-of-architectures-algorithms-and-applications-for-deep-learning/

20.http://www.datasciencecentral.com/profiles/blogs/15-deep-learning-tutorials(推荐)

21.https://deeplearningworkshopnips2010.files.wordpress.com/2010/09/nips10-workshop-tutorial-final.pdf

22.https://www.iro.umontreal.ca/~bengioy/talks/DL-Tutorial-NIPS2015.pdf

23.https://www.ibm.com/blogs/watson/2016/10/quick-deep-learning-tutorial/

24.https://iamtrask.github.io/2017/01/15/pytorch-tutorial/

25.https://www.nervanasys.com/deep-learning-tutorials/(推荐)

26.http://lxmls.it.pt/2014/socher-lxmls.pdf

27.http://wepon.me/(推荐)

28.http://blog.csdn.net/u012162613/article/category/2760005(推荐)

27.http://statlearn.sfds.asso.fr/wp-content/uploads/2015/04/1-Lecun.pdf(推荐)

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