This project act as purpose of the Final Project in pusuing of B.Tech Degree. This project is meant to present several ideas in Music Recommendation System and also to promote a good interface to do so.
Some of the techniques implemented in this projects are:
- Item - Item Collaborative Filtering using Coocurence Matrix.
- User - Item Collaborative Filtering using K-Nearest Neighbour.
- Content Based Recommender System using Deep Neural Network on the latent factors of the items.
The Recommender Engines are fabricated in such a way that in can be used for various (simple) purpose, not only song recommendation. By simple here is recommendation that doesn't lean on complex and a lot of parameters.
to install: pip install -r requirements.txt --no-index --find-links file:///tmp/packages tkinter: sudo apt-get install python-tk