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Project - Sentiment Analysis from IMDB Movie reviews

This project classifies the text into positive or negative classes. The project has been created using IMDB dataset and deep learning based Long Short Term Memory.

Demo

Link - https://imdb-review-sentiment-analysis.herokuapp.com

Install

  • Numpy
  • Sklearn
  • Tensorflow
  • Keras
  • Flask
  • pickle

Code

The code is provided in the sentiment_analysis_lstm.ipynb notebook file. The code generates the one pickle file namely sentiment_analysis_model.pkl that is required to run app.py file. The web app development code is in the app.py file

Run

In a terminal or command window, navigate to the top-level project directory and run the following command:

$ python app.py

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Sentiment Analysis with Deep Learning

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