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A Jupyter Notebook for the Kaggle competition: Classify the sentiment of sentences from the Rotten Tomatoes dataset

All the details of the data and the task:

Main tools I used:

  • Trees ensemble models: Random Forest, Ada Boost.
  • Text vectorization: BOW, TF-IDF, Word2vec, BERT.
  • Neural Networks: a sequential model with one fully connected hidden layer.

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