README.md

Food Item Expiration Date Prediction

Required files for implementation:

expPredictLambda.py, expirationPredictions.json

formatData.py

Extracts and reformats food storage time data from foodkeeper.json, and saves to foodkeeperFormatted.json.

expTimeCalc.py

Uses data from foodkeeperFormatted.py to calculate predicted expiration times for each food product type in the dataset. Predictions are stored in expirationPredictions.json.

expPredict.py

Takes a food item name as input, matches the input to a food product type in expirationPredictions.json, and calculates and outputs a predicted expiration date for that food item.