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blstm-neural-networks

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This project develops sentiment classification models for IMDB reviews using shallow RNN, unidirectional LSTM, and bidirectional LSTM. It employs GloVe embeddings, evaluates performance with accuracy, precision, recall, and F1 score, and aims to assess the impact of LSTM layers on model effectiveness. This is just to learn basic concepts properly.

  • Updated Jun 9, 2024
  • Jupyter Notebook

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