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Music Graph library

  • abstracts music library graph for any type of data and sources.
  • intended use: recommending system helper, and data visualization of personnal library.

What's done ✔️

  • data fetcher for spotify API using spotipy
  • data fetcher for tidal API using tidalapi

TODOs

  • base the graph implementation from the naive current implementation to boost/networkx graph in order to use existing fast graph algorithms.
  • merging different APIs graphs
  • clustering of graph to create playlists and visualisation
  • recommendation based on extracted features (based solely on graph nodes and relationship + metadata)
  • recommendation based on textual features (artist bio + playlist description + lyrics)
  • recommendation based on musical features (music sample)

Idea

1st Step: Graph creation Possible 2nd steps:

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