[](https://colab.research.google.com/github/yandexdataschool/Practical_DL/blob/spring21/seminar09_embeddings_rnn/seminar_nlp_0.ipynb)

Seminar Part1:

* NLTK library

* Regular pre-trained word embeddings (GloVe)

* Show that distributed representations are indeed similar for closely related words

Seminar Part2:

You can read more here https://colah.github.io/posts/2015-08-Understanding-LSTMs/

Fantastic RNN's and where to find them

* Simple RNN cell

* RNN loop(layer)

* Seq-to-seq in char level (generate names)