Music-Recommender-Resources

Name	Purpose	Link
Rezonance creators GitHub	Check his implementaton of a song recommender app. He has a flask ML backend using cosine similarity, react frontend	https://www.reddit.com/r/learnmachinelearning/comments/j7znqy/music_recommendation_system/ https://github.com/radioactive11/
How to build an amazing MRS	Medium article on building a music recommendation system. Uses a user listening history.	https://www.freedium.cfd/https://towardsdatascience.com/how-to-build-an-amazing-music-recommendation-system-4cce2719a572
Explore spotify	Another MRS using spotify APIs	https://github.com/mystictide/explore-spotify
MRS using ML	Another MRS Tutorial	https://www.geeksforgeeks.org/music-recommendation-system-using-machine-learning/
Build a Spotify-Like MRS in Python	A good MRS Tutorial that goes into collaborative filtering and Alternating Least Squares (ALS instead of OLS)	https://www.youtube.com/watch?v=gaZKjAKfe0s
cosine.club	An existing MRS that uses ML to recommend songs based on vector similarity	https://cosine.club/ https://repositori-api.upf.edu/api/core/bitstreams/7f84b040-451b-4aa4-ae15-4a6153ac806e/content https://www.reddit.com/r/TheOverload/comments/1csqg0j/i_built_a_music_search_engine_to_help_you_find/

Name	Purpose	Link
Spotify Docs	Docs for API calls	https://developer.spotify.com/documentation/web-api/reference/get-audio-features
30000 Spotify Songs	Kaggle dataset, looks good, has API attributes	https://www.kaggle.com/datasets/joebeachcapital/30000-spotify-songs/data
160k Songs	Old dataset (goes until 2020), in github repo	https://github.com/gabminamedez/spotify-data/blob/master/Spotify%20Data.ipynb