https://github.com/swapnil-jain/tailored-tomes

Web application which shows Top 50 books of all time & recommends similar books if a book name is provided.
https://github.com/swapnil-jain/tailored-tomes

book bookrecommendsystem books bootstrap3 cosine-similarity data-analysis html machine-learning python

Last synced: 15 days ago
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Web application which shows Top 50 books of all time & recommends similar books if a book name is provided.

• Host: GitHub
• URL: https://github.com/swapnil-jain/tailored-tomes
• Owner: Swapnil-jain
• Created: 2022-09-18T07:51:52.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2023-04-14T07:08:13.000Z (over 1 year ago)
• Last Synced: 2024-10-17T09:11:27.623Z (about 1 month ago)
• Topics: book, bookrecommendsystem, books, bootstrap3, cosine-similarity, data-analysis, html, machine-learning, python
• Language: HTML
• Homepage: https://book-recommendation-system.onrender.com/
• Size: 15.7 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Tailored Tomes

Tailored tomes is a book recommendation system which does exactly what it says, it recommends books for our enthusiastic readers! 

It shows Top 50 books of all times, and also recommends similar recommended books if a book name is provided by you.

It is live at: https://book-recommendation-system.onrender.com/

The front-end of the website was created using HTML, CSS, Bootstrap, and the back-end was created using Python. Data pre-processing and visualisation was done using NumPy, pandas and seaborn. Cosine similarity of Scikit-learn was adopted as a metric to develop a scale between 0.0-10.0 to rate similarity amongst books.