机器/深度学习链接汇总

1. 人工神经网络基本原理 http://blog.youkuaiyun.com/tyhj_sf/article/details/54134210 
2. 莫凡教程 https://morvanzhou.github.io/learning-steps/
3. 常用激活函数（激励函数）理解与总结 https://blog.youkuaiyun.com/tyhj_sf/article/details/79932893 
4. 零基础入门深度学习 https://www.zybuluo.com/hanbingtao/note/433855
5. 刘建平学习资料 https://www.cnblogs.com/pinard/
6. RNN https://www.cnblogs.com/pinard/p/6509630.html
7. LSTM https://www.cnblogs.com/pinard/p/6519110.html
8. LSTM实践代码 https://www.cnblogs.com/pinking/p/9362966.html
9. LSTM v.s GRU https://blog.youkuaiyun.com/shawroad88/article/details/89472668
10. 梯度消失与梯度爆炸 https://blog.youkuaiyun.com/shawroad88/article/details/89472668
11. TCN https://blog.youkuaiyun.com/Leon_winter/article/details/100124146
12. 因果卷积与扩展卷积 https://blog.youkuaiyun.com/tonygsw/article/details/81280364
13. ConvLSTM https://cloud.tencent.com/developer/article/1471277  https://blog.youkuaiyun.com/sinat_32590125/article/details/80571701
14. Text-CNN https://cloud.tencent.com/developer/article/1174547  https://cloud.tencent.com/developer/article/1170153  https://blog.youkuaiyun.com/chuchus/article/details/77847476
15. 交叉熵 https://blog.youkuaiyun.com/tsyccnh/article/details/79163834
16. 梯度下降 https://www.cnblogs.com/lliuye/p/9451903.html
17. skip connect https://blog.youkuaiyun.com/hacker_Dem_br/article/details/100171563
18. batch、batch_size、epoch、iteration https://blog.youkuaiyun.com/nini_coded/article/details/79250703
19. Teacher Forcing https://blog.youkuaiyun.com/qq_30219017/article/details/89090690
20. 感受野 https://zhuanlan.zhihu.com/p/28492837
21. 空洞卷积（dilated convolution） https://zhuanlan.zhihu.com/p/43784441