https://github.com/absarraashid3/laughterlens
LaughterLens is a collaborative filtering-based recommendation system that predicts user preferences for jokes using cosine similarity. It provides personalized joke recommendations, evaluates performance with Mean Absolute Error, and compares results with a baseline random recommender system.
https://github.com/absarraashid3/laughterlens
ai-applications collaborative-filtering cosine-similarity data-science jester-dataset joke-recommendation machine-learning mae-evaluation personalized-recommendations python recommendation-system user-based-filtering
Last synced: 2 months ago
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LaughterLens is a collaborative filtering-based recommendation system that predicts user preferences for jokes using cosine similarity. It provides personalized joke recommendations, evaluates performance with Mean Absolute Error, and compares results with a baseline random recommender system.
- Host: GitHub
- URL: https://github.com/absarraashid3/laughterlens
- Owner: AbsarRaashid3
- Created: 2025-03-24T17:54:01.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-24T18:12:01.000Z (over 1 year ago)
- Last Synced: 2025-03-24T19:22:25.313Z (over 1 year ago)
- Topics: ai-applications, collaborative-filtering, cosine-similarity, data-science, jester-dataset, joke-recommendation, machine-learning, mae-evaluation, personalized-recommendations, python, recommendation-system, user-based-filtering
- Language: Jupyter Notebook
- Homepage:
- Size: 35.2 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0