- Our videos (russian) - lecture, seminar
- Stanford nlp videos: N-gram language models, neural language models
Seminar:
As usual, ./seminar.ipynb and ./homework_*.ipynb await you :)
- CS231 lecture on RNNs by Andrej Karpathy, 2016)- video (english)
- A more detailed lecture by Y. Bengio, 2016 - video
- Great reading by A. Karpathy, 2015 - The Unreasonable Effectiveness of Recurrent Neural Networks
- LSTM explained in detail by Christopher Olah (Anthropic), 2015 - Understanding LSTM Networks
- "Awesome RNNs" A curated list of resources dedicated to recurrent neural networks, good entry point by Jiwon Kim.