https://github.com/aadrianleo/book-recommendation-system
Book Recommender System using the Book-Crossing dataset. Compares content-based (TF-IDF + cosine similarity) and collaborative filtering (SVD) methods for book recommendations. Includes data cleaning, EDA, and model evaluation (Precision@5, RMSE) in Python.
https://github.com/aadrianleo/book-recommendation-system
artificial-intelligence collaborative-filtering content-based-filtering cosine-similarity data-preprocessing jupyter jupyter-notebook machine-learning matrix-factorization numpy pandas predictive-modeling python3 recommendation-system recommender-system scikit-learn sckit-surprise
Last synced: 3 months ago
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Book Recommender System using the Book-Crossing dataset. Compares content-based (TF-IDF + cosine similarity) and collaborative filtering (SVD) methods for book recommendations. Includes data cleaning, EDA, and model evaluation (Precision@5, RMSE) in Python.
- Host: GitHub
- URL: https://github.com/aadrianleo/book-recommendation-system
- Owner: AadrianLeo
- Created: 2025-05-19T13:32:40.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2025-06-03T12:18:07.000Z (4 months ago)
- Last Synced: 2025-06-07T15:06:35.633Z (4 months ago)
- Topics: artificial-intelligence, collaborative-filtering, content-based-filtering, cosine-similarity, data-preprocessing, jupyter, jupyter-notebook, machine-learning, matrix-factorization, numpy, pandas, predictive-modeling, python3, recommendation-system, recommender-system, scikit-learn, sckit-surprise
- Language: Jupyter Notebook
- Homepage: https://github.com/AadrianLeo/Book-Recommendation-System
- Size: 59.7 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md