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manage.py
is the main file to run the application. -
gunicorn --bind 0.0.0.0:5000 manage:application
command to run the application -
The app is designed for BERT model trained on sentiment analysis data. The is only inference API.
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PRE_TRAINED_MODEL_NAME = 'bert-base-cased'
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Deployed on ec2 instance :
Deep Learning AMI (Ubuntu 18.04) Version 35.0
99sbr/Sentiment-Analysis-Web-App
Sentiment Analysis Flask-Restplus based Web app. The backed model is BERT powering the classification Engine.
Jupyter Notebook