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week07_[recap]_rnn

Materials

More materials

  • Seq2seq lecture - video
  • "Awesome rnn" entry point - repo
  • OpenAI research on sentiment analysis that sheds some light on what's inside LSTM language model.

Homework description

Open In Colab

This week's practice gets you acquainted with basics of recurrent neural networks. For simplicity, we'll train them on character language modelling task. Pick any one of seminar_lasagne, seminar_lasagne_ingraph or seminar_tf.

As for difference btwn seminar_lasagne and seminar_lasagne_ingraph - ingraph version shows a lower-level interface to recurrent neural networks. It also requires you to install pip install https://github.com/yandexdataschool/agentnet/archive/master.zip. Out-of-graph version cover higher-level syntax from native lasagne.