CS109-Project

CS109 Project: Building Spotify's Recommendation System

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
Building SQLite database and playlists tracks tables.ipynb		Building SQLite database and playlists tracks tables.ipynb
EDA.ipynb		EDA.ipynb
Jaccard index - 1000.ipynb		Jaccard index - 1000.ipynb
NNCF_prediction.ipynb		NNCF_prediction.ipynb
NNCF_prediction_rand_final.ipynb		NNCF_prediction_rand_final.ipynb
NNCF_prediction_rand_lowValLoss.ipynb		NNCF_prediction_rand_lowValLoss.ipynb
README.md		README.md
Real example_song recommendations with NNCF.ipynb		Real example_song recommendations with NNCF.ipynb
SVD recommendation.ipynb		SVD recommendation.ipynb
SVD recommendation_rand.ipynb		SVD recommendation_rand.ipynb
Sampling_playlists_and_tracks.ipynb		Sampling_playlists_and_tracks.ipynb
kmeans_cluster.ipynb		kmeans_cluster.ipynb
new_NNCF10000_rand_spotify.ipynb		new_NNCF10000_rand_spotify.ipynb
new_NNCF10000_spotify.ipynb		new_NNCF10000_spotify.ipynb

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