classical musicians recommender
I built a recommendation system for classical music performers. The recommender is based on the idea that musicians with frequent collaborations likely have similar performance styles. It first creates a graph of classical musicians and their collaborations and uses node2vec embeddings to find vector representations of the musicians. Given a list of users’ favorite artists, the recommender uses similarity of the vector representations to recommend artists that a user may enjoy.
Checkout the app at https://musicians-rec.herokuapp.com
Blog post: medium
For interactive exploration of the artist graph, click below