Kombucha Fermentation

This guide simulates a kombucha fermentation scan. It tracks color, turbidity, polyphenol proxies, and a stage score that can later be paired with pH, Brix, and titratable acidity.

python -m lux.experiments kombucha-fermentation --json

from lux.modules.brewing import kombucha_metrics
from lux.pipeline import process_absorbance

processed = process_absorbance(wavelengths_nm, kombucha_counts, tea_blank_counts, dark_counts)
metrics = kombucha_metrics(processed.calibrated)