CMU Deep Learning 2018 by Bhiksha Raj 学习记录(4)

 

 

 

 

 

 https://github.com/cmudeeplearning11785/deep-learning-tutorials/blob/master/recitation-3/recitation3.ipynb

 

 

 

 

 

 

  

 

 

 

 https://blog.csdn.net/shuzfan/article/details/51338178

 

https://zhuanlan.zhihu.com/p/22028079

 

 https://github.com/cmudeeplearning11785/deep-learning-tutorials/blob/master/recitation-3/recitation3.ipynb

 

 

 

 

 solution:

 

 

 

 

 

 

 

 

 

 

 

 

 https://blog.csdn.net/tsq292978891/article/details/78619384

 

 

 

 

 

 

adam algorithm from paper

 

 

 

 

5min to finish

 

 

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https://zhuanlan.zhihu.com/p/23178423

 

 

 

 

 

 

 

 

受不了这个习题课小哥的紧张了（后期完全口吃，听不懂他的英语。。。。）

 https://www.zhihu.com/question/38102762

 

 

Must Know Tips/Tricks in Deep Neural Networks (by Xiu-Shen Wei)

 

http://lamda.nju.edu.cn/weixs/project/CNNTricks/CNNTricks.html 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

贝叶斯优化：

 

 http://www.360doc.com/content/17/0810/05/43535834_678049865.shtml

 

 

 

 https://www.youtube.com/watch?v=xP5dBw5cewg：

 

不带噪声和带噪声的公式