Stanford-NLP-W2019

Course Website https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1194/index.html#schedule

Additional Notes

https://guillaumegenthial.github.io/

Math

https://en.wikipedia.org/wiki/Matrix_calculus

Attention

https://zhuanlan.zhihu.com/p/47063917

https://zhuanlan.zhihu.com/p/47282410

https://zhuanlan.zhihu.com/p/47613793

Reference

Guidance and more details about a4 https://github.com/bentrevett/pytorch-seq2seq

Book recommended in the video https://github.com/dlsucomet/MLResources/blob/master/books/%5BNLP%5D%20Natural%20Language%20Processing%20with%20PyTorch%20(2019).pdf

Notes and explanation https://zhuanlan.zhihu.com/p/59011576

Update

A5 Done

Some Github Repos

https://tech.sina.com.cn/roll/2020-02-11/doc-iimxxstf0464337.shtml