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IMDB

Sentiment analysis for movie reviews using deep learning

Instructions

  1. Clone repository
  2. Download dataset from http://ai.stanford.edu/~amaas/data/sentiment/ and extract aclImdb folder into repository root folder
  3. Create conda env from requirements.txt
  4. Run setup.py
  5. (Optional) run src/utils/make_datasets.py
  6. (Optional) Download gLove embeddings from https://nlp.stanford.edu/data/glove.6B.zip and extractglove.6B.50d.txtinto data folder

Notes

Steps 5 and 6 only neccessary if you wish to first run the model from command line using python src/models/LSTM.py. If you simply wish to follow along with my jupyter notebook these steps will be done automatically.