Music Recommender System Using Django Recommends

This is a simple recommendation system based on Item based Collaborative Filtering algorithm.

I used Django Recommends for making recommendations,

Sorl-thumbnail for creating thumbnail images,

RateYo! for star rating module,

and

Materialize for front end.

Use

$ python manage.py recommends_precompute # for precomputing item similarities matrix

$ python manage.py meanstar # for computing each item's mean score of star ratings

You can also use celery for periodic tasks.