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Addressing the concept drift for recommender systems

The code includes three bash scripts for each of the datasets used:

  • ml-100k.sh : for Movielens 100K
  • ml-1m.sh : for Movielens 1M
  • ml-10m.sh : for Movielens 10M

The scripts have by default the hyperparameters values used in our experiments and trains/evaluates de Autorec_DT model.

To train the other models, just change the --model parameter from this list of options:

  • Autorec_D
  • Autorec_DT
  • Autorec_DGT

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