Book Recommendation System

Project Description

The Book Recommendation System is a Flask-based web application that leverages collaborative filtering to provide personalized book recommendations, featuring book titles, authors, publishers, year of publication, and cover images.

Features

• Personalized book recommendations based on user input
• Homepage displays top 50 books by popularity
• Interactive web interface built with Flask, HTML, CSS, and Bootstrap
• Precomputed similarity scores for fast recommendations

Technical Stack

• Backend: Flask (Python)
• Frontend: HTML, CSS, Bootstrap
• Data: Pandas, NumPy, collaborative filtering
• Serialization: Pickle (books, similarity scores, pivot table)

Setup

git clone https://github.com/iamtgiri/Book_Recommendation_System.git
cd Book_Recommendation_System
pip install -r requirements.txt
python app.py

App runs at http://127.0.0.1:5000/

GitHub

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