https://github.com/alexduvalinho/cooking-recipe-reco
Recommendation system for cooking recipes
https://github.com/alexduvalinho/cooking-recipe-reco
Last synced: 3 months ago
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Recommendation system for cooking recipes
- Host: GitHub
- URL: https://github.com/alexduvalinho/cooking-recipe-reco
- Owner: AlexDuvalinho
- Created: 2020-05-12T20:21:38.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2020-05-13T17:50:39.000Z (about 5 years ago)
- Last Synced: 2025-01-05T21:42:34.425Z (5 months ago)
- Language: Jupyter Notebook
- Size: 9.64 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Cooking_Recipe_Reco
### Recommendation system for cooking recipes
This project offers a journey in the world of recommendation systems. It covers various methods known as state of the art
- Content Based Filtering
- Collaborative Filtering
- Matrix Factorization
- Hybrid system
- AutoEncoder
It applies them on a specific use case, that is the recommendation of recipes for the food.com website. Note that we do not stop at their individual implementation and comparison, we also combine them cleverly to address some well known issues of recommender systems: lack of ratings, cold start prob- lem, unbalanced distribution of ratings, etc. In each case, we propose a list of ten robust recommendations to the user while distinguishing between active users and passive users or fresh joiners.