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Food.com Recipe Recommender

Recommends recipes using:

  • Content-based retrieval (TF-IDF over ingredients)
  • (Planned) Collaborative filtering for implicit feedback

Repo structure

  • src/: library code
  • experiments/: notebooks / exploration only
  • data/raw/: raw datasets (ignored by git)
  • data/processed/: cleaned datasets (ignored by git)

Data

This project pulls the dataset directly from Kaggle via kagglehub:

  • Dataset: shuyangli94/food-com-recipes-and-user-interactions

Kaggle authentication (required)

kagglehub can authenticate using environment variables:

export KAGGLE_USERNAME="YOUR_KAGGLE_USERNAME"
export KAGGLE_KEY="YOUR_KAGGLE_API_KEY"

About

My project for Recommender System

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