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NLP

Text classification with:

  • One hot encoder
  • Feature Hasging
  • Count Vectorizing
  • Word2vec
  • Glove
  • Glove and NN in keras

Prerequisites

To run the notebooks just create the environment from the req.txt file

>conda env create -f req.txt

(The first line of the txt file sets the new environment’s name)

>activate envname
(envname)>jupyter notebook

Dependencies

  • python 3.5
  • keras (backend: tensorflow )

GloVe weights

Table contents

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Text classification with:

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