Recommendify : Song Recommendation System for Spotify Playlists

Recommendify : Song Recommendation System for Spotify Playlists — Department of Computer Science, Bilkent University.

The playlists containing a set of songs with features compatible with each other. The track features in the playlist were accessed by using Spotify Web API and vectorized. Then, the average of these features will create a single vector of the desired track in the similar sense with the playlist. The trained unsupervised clustering algorithms, k-Means, DBScan, Autoencoder, give several song recommendations.

The musical similarity between recommended song and the playlist.

Check out the source code.