https://github.com/chengetanaim/beatrecommendersystembackend

A system for music producers and rappers/singers. I was trying to implement the product recommendation feature for music uploaded by producers. I used the collaborative filtering algorithm to be able to recommend songs to users.
https://github.com/chengetanaim/beatrecommendersystembackend

fastapi scikit-learn sqlalchemy unsupervised-learning

Last synced: 27 days ago
JSON representation

A system for music producers and rappers/singers. I was trying to implement the product recommendation feature for music uploaded by producers. I used the collaborative filtering algorithm to be able to recommend songs to users.

• Host: GitHub
• URL: https://github.com/chengetanaim/beatrecommendersystembackend
• Owner: Chengetanaim
• Created: 2024-08-13T05:21:25.000Z (3 months ago)
• Default Branch: master
• Last Pushed: 2024-08-14T10:27:32.000Z (3 months ago)
• Last Synced: 2024-10-10T08:01:56.854Z (27 days ago)
• Topics: fastapi, scikit-learn, sqlalchemy, unsupervised-learning
• Language: Python
• Homepage:
• Size: 22.5 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# BEAT RECOMMENDER SYSTEM

## OVERVIEW



  
A system used by music producers and rappers/singers

  
Two types of users, producers and rappers



### Producers



  
Producers upload music and their music is streamed

  
They can get stats/feedback of their music such as how many listens per month etc

  
Rappers will be able to buy producers' music

  
For rappers who listen to a certain producer's music the most, that producer has the ability to message those rappers and maybe collaborate

  
Producer's music will be recommended to rappers through collaborative filtering

  



### Rappers



  
Rappers can stream and buy beats

  
If they love the beat that they are listening to, they are able to like that beat.  Note that this is crucial for collaborative filtering

  
Rappers can talk to the producer that they listen to the most, given that the producer has messaged them first



## PROJECT TEAM



  
Chengetanai Mukanhairi

  
Donty Sibanda