This notebook is a logic-only prototype tool for classifying skincare products—especially for people with eczema or damaged skin barriers. It estimates whether a formula is mostly a humectant, emollient, or occlusive, or a blend.
The goal is to help users quickly interpret skincare formulas without relying on marketing claims. It supports sensitive-skin users and researchers exploring ingredient behavior.
skincare_classifier.ipynb— main notebook for logic testing
- Open the notebook in Jupyter or Colab.
- Paste an ingredient list into the input cell.
- Run the logic cells to see classification output.
- Add more ingredient categories (e.g., surfactants, preservatives).
- Consider a future UI prototype for non-technical users.
- Reference: https://www.kaggle.com/code/danbenner/skincare-ingredient-classifier