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Music Recommendation
(lemmy.ml)
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There's ListenBrainz, the open MusicBrainz version of last.fm
Open source version of lastfm is librefm AFAIK, unless it was rebranded to music brainz or something.
However I never tried librefm and don't know if it has anything like recommendations system.
Ack librefm completely slipped my mind
AFAIK they're two separate projects for the same/similar goal. I know ListenBrainz has a recommendation system, but it might still be in it's early days