• 数据处理
• 词嵌入embedded
• CNN
• LSTM
• Atention
  • 日记

引言

数据处理

词袋工具： https://www.nltk.org/data.html

词嵌入embedded

• word2vec https://code.google.com/archive/p/word2vec/

CNN

LSTM

https://zhuanlan.zhihu.com/p/32085405

Atention

日记

初步搭建完整网络,出现不少问题：

• 维度考虑不周 https://blog.csdn.net/liuxiao214/article/details/78241193
• 显存爆炸 https://blog.csdn.net/wcy23580/article/details/90177669

https://blog.csdn.net/qq_45704645/article/details/109691799?utm_medium=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-3.control&dist_request_id=1328593.15032.16147857042376577&depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-3.control

https://blog.csdn.net/donaldsy/article/details/99690678

• att计算未准确
• svm https://zhuanlan.zhihu.com/p/56114686
• 索引 https://blog.csdn.net/tcltyan/article/details/108430613

深度模型参考资料

https://www.cnblogs.com/cmt/p/14553189.html

https://blog.csdn.net/qq_33373858/article/details/83058993

https://www.jiqizhixin.com/articles/2019-02-26-14

https://blog.csdn.net/liyaohhh/article/details/74902319

https://www.jianshu.com/p/045a282bf541

https://blog.csdn.net/ZJRN1027/article/details/80090749

https://blog.csdn.net/u014168855/article/details/105505991

https://blog.csdn.net/Koala_Tree/article/details/77765436

https://www.cnblogs.com/jiangxinyang/p/10208290.html

SVM参考资料

https://blog.csdn.net/m2xgo/article/details/111468149

https://blog.csdn.net/qq_31347869/article/details/88071930

https://blog.csdn.net/weixin_43886356/article/details/105449971