This is the Context Highlighting Project for ML@Rice Spring 2025. This project aims to forecast glucose and ketone levels using a dataset that includes continuous glucose monitoring (CGM) readings, daily blood glucose and ketone measurements, and detailed macronutrient intake. Additionally, a major project goal is to gain insight into the relationship between glucose and ketones that can be used to improve medical treatment for individuals with metobolic disorders.
git clone https://github.com/yourusername/glucose-ketone-forecasting.git
cd glucose-ketone-forecasting-
Create a Python
venvenvironmentpython -m venv .venv
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Activate the environment
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On Windows:
.\.venv\Scripts\activate
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On macOS/Linux:
source .venv/bin/activate
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Install requirements
pip install -r requirements.txt