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NLP Demos with Knet

charlm/charlm.ipynb

Character based RNN language model is trained on 'The Complete Works of William Shakespeare' and Julia code base. Trained models can generate Shakespeare-like writings and random Julia codes.

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imdb/imdbdemo.ipynb

IMDB model is trained using 25000 movie reviews and it can label unseen reviews as negative/positive

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macnet/visualize.ipynb

Macnet is a visual question answering model which is trained on different (image,question) from CLEVR dataset. It can predict an answer for a given question related with an image.

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  • Jupyter Notebook 98.8%
  • Julia 1.2%