Sentiment analysis app that runs on web using TensorFlowJS and React and on IOS using CoreML and React Native
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output
web body font fix Jun 24, 2018
.gitignore
README.md more detailed README.md Jun 24, 2018
model_train.ipynb
requirements.txt clean up and readme fix Jun 24, 2018

README.md

To train and export models

  1. clone this repository and cd into it
  2. pip install virtualenv
  3. virtualenv ENV
  4. source ENV/bin/activate
  5. pip install -r requirements.txt
  6. run jupyter notebook in this directory and open model_train.ipynb
  • If you are training the model:

    • GloVe embeddings are needed and the download link is provided in the Notebook. Unzip the embeddings in embeddings/
    • Download the Yelp Dataset (JSON) from the link provided in the Notebook and place review.json in data/
  • All the trained models and outputs can be found in output/

To run the Web Application see web/README.md

To run the IOS Application see mobile/README.md

PS. I didn't bother with the Android App after getting IOS and Web working, but if anyone sends a PR I'd be glad to merge.