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LFM-1b : music recommendation

Data :

Methods :

  1. caser : caser_pytorch/ A CNN-based next-song prediction model.
    Reference : Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding, WSDM 2018.

Files in this folder:

  1. music_data_process.py : process the LFM-LE data, split sequence to sub-sequences, and save to files.
  2. music_data_examination.py : check the overlaping rate : how many testing items doesn't appear in trainset.

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音樂推薦系統研究

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