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Machine learning web app to predict user glucose levels

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main.py		main.py
model_training_functions.py		model_training_functions.py
requirements.txt		requirements.txt

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Nudge in Streamlit

This Streamlit app displays user glucose levels with machine learning predictions of future glucose levels 30 minutes in advance

The goal is to provide user with advance warning of high glucose levels

Summary stats describe weekly glucose behavior

Machine learning model uses linear regression and random forest to create an averaged prediction which performs better than either alogorithm independently

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Machine learning web app to predict user glucose levels

machine-learning glucose-prediction streamlit

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Python 100.0%