- Lecture slides
- Our videos (russian) - lecture, seminar, recap on LSTM
- Stanford nlp videos: N-gram language models, neural language models
As usual, ./seminar.ipynb and ./homework.ipynb awaits you :)
- CS231 lecture on RNNs - video (english)
- A more detailed lecture by Y. Bengio - video
- YSDA DL lecture, seminar (russian)
- Great reading by A. Karpathy - http://karpathy.github.io/2015/05/21/rnn-effectiveness/
- LSTM explained in detail by colah - http://colah.github.io/posts/2015-08-Understanding-LSTMs/
- "Awesome rnn" entry point - https://github.com/kjw0612/awesome-rnn