/glucose

Levels

Primary LanguagePython

glucose

Levels

Based on: https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.2005143#references

Objective was to predict responses to foods using clinical + nutrition + CGM data

File summary:

  1. main.py runs everything (except unit tests)
  2. data_loader.py reads .tsv and .db files and performs some data processing/cleaning
  3. eda.py performs exploratory data analysis
  4. model.py performs feature eng and has the logistic classifier that was use
  5. unittests.py has a couple sample unit tests