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Sentiment Analysis using RNN

This project performs sentiment analysis on movie reviews using a Recurrent Neural Network (RNN). The model classifies reviews as positive or negative.


Features

  • Text preprocessing (cleaning, tokenization)
  • Word embedding
  • RNN-based deep learning model
  • Binary sentiment classification
  • Trained on IMDB dataset

Tech Stack

  • Python
  • TensorFlow / Keras
  • NumPy & Pandas
  • Scikit-learn

Dataset

  • IMDB Movie Reviews Dataset (CSV format)
  • Contains labeled reviews (positive/negative)

About

This project performs sentiment analysis on movie reviews using a Recurrent Neural Network (RNN). The model classifies reviews as positive or negative.

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