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Generative Sentiments

Project build

The backend component of the Generative Sentiments web app.

Structure

This repo is comprised of two main directories:

  1. Model - mostly a jupyter notebook showing the development of the bidirectional LSTM NLP model used to predict emotions in a given sentence.
  2. API - a Flask app deployed on Google Cloud Run which exposes the prediction API consumed by the web app.

Notes

This approach for both the ML model development and the deployment of the model we're taken largely as a learning exercise. I may change this over time, but purely for educational purposes.