Skip to content

Soumikroy24/recommendation_system

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Book Recommendation System (SVD++ & BPR)

This project is a Machine Learning-based Book Recommendation System that provides personalized book recommendations to users using two collaborative filtering algorithms:

  • SVD++ (Singular Value Decomposition++) → trained on explicit feedback (ratings)
  • BPR (Bayesian Personalized Ranking) → trained on implicit feedback (user-book interactions)

The system is built with Flask, and includes APIs for training, evaluation, and generating recommendations.

About

FINAL YEAR PROJECT

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors