abhimasand / BookFlix

This project implements AI on top of a classical book management system, and aims to easy the process of picking out books from a wide collection. Picking out book is very difficult, and often takes a lot of time, that time can be better spent in reading the book. BookFlix takes the user's favourite books, and them uses collaborative filtering using Tensorflow, to predict what kind of books from the library are according to the user's preferences. This project thus helps the user maintain the library of books he wants toread, is reading, and also helps him in 'nding the books he could be interested in reading in the future.

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Book-Recommendation-System

Summary

This project implements AI on top of a classical book management system, and aims to easy the process of picking out books from a wide collection. Picking out book is very difficult, and often takes a lot of time, that time can be better spent in reading the book. BookFlix takes the user's favourite books, and them uses collaborative filtering using Tensorflow, to predict what kind of books from the library are according to the user's preferences. This project thus helps the user maintain the library of books he wants toread, is reading, and also helps him in 'nding the books he could be interested in reading in the future.

Other Features:

  1. Authentication 2 .Rating
  2. User Preferences
  3. Virtual Bookmark
  4. Tracking books that have been read by the user
  5. Recommendation Engine
  6. Search

Screenshots

Homepage

Homepage

Services

Services

Search

Search

About Book

About Book

Find New Books

Find New Books

Requirements

Python > 3.5
Tensorflow >= 2.0.0
Django >= 2.2.6

Getting Started

python manage.py runserver

Copyright (c) 2019 Abhishek Masand

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

About

This project implements AI on top of a classical book management system, and aims to easy the process of picking out books from a wide collection. Picking out book is very difficult, and often takes a lot of time, that time can be better spent in reading the book. BookFlix takes the user's favourite books, and them uses collaborative filtering using Tensorflow, to predict what kind of books from the library are according to the user's preferences. This project thus helps the user maintain the library of books he wants toread, is reading, and also helps him in 'nding the books he could be interested in reading in the future.


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