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Materials

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Homework description

You guessed, two options

Lasagne option

Follow the first notebook and implement a simple character-level RNN with pure lasagne. The homework part (4 points) is at the very end of that notebook.

Proceed with seq2seq notebook for the second part of homework assignment (6 points).

Alternative

In this assignment, you will need to implement two things (pts are same):

  • A generative RNN model for one of datasets below or for your custom dataset (anything from clickbait to pokemon names)
  • A conditional generative model for either [formula]->[common_name] task for molecules dataset below or image captioning [or similar custom dataset].

Some helper materials:

Datasets