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imdb-reviews

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Classifies IMDb movie reviews as positive/negative using Logistic Regression (88.47% accuracy) and Naive Bayes models. Features TF-IDF vectorization, comprehensive text preprocessing, and a Streamlit web application for real-time sentiment prediction with detailed performance analysis and visualizations.

  • Updated Jul 12, 2025
  • Jupyter Notebook

This project performs sentiment analysis on IMDB movie reviews using an LSTM deep learning model. It processes text data, trains an LSTM network to classify reviews as positive or negative, and provides a prediction function for user input. The project utilizes TensorFlow, Keras, and Pandas for model building and data handling.

  • Updated Jan 26, 2025
  • Jupyter Notebook

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