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This is a book recommendation system based on item-based Collaborative Filtering memory-based model created using Flask.

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nirmit27/Book-Recommender-System

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Book Recommendation System

This is a book recommendation website created using the Flask framework that makes book recommendations to the user based on a dataset from Kaggle. It leverages the collaborative filtering method of creating recommendation systems.

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Top 50 Books

Top 50 Page preview

  • Top 50 books from the dataset based on average ratings are displayed on the /top50 endpoint.

Recommendations

Recommender Page preview

  • Based on the user input, Top 5 recommendations are displayed on the /recommend endpoint.
  • These recommendations are made on the basis of cosine similarity scores of the books with respect to the book provided as user input.

Dataset link

Book Recommendation Dataset

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This is a book recommendation system based on item-based Collaborative Filtering memory-based model created using Flask.

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