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README.md
data.py
embeddings.py
eval.py
metrics.py
test.py
toprelated.py
utils.py

README.md

This is the source code of the paper: NPE: Neural Personalized Embedding for Collaborative Filtering (IJCAI 2018).

Run

python test.py --model EMB-CF

Data

Two column-csv file. One column for user_id, the other for the item_id.

user_id item_id

0 0

0 5

1 3

1 2

How to cite this paper:

@inproceedings{nguyen2018npe,
  title={NPE: neural personalized embedding for collaborative filtering},
  author={Nguyen, ThaiBinh and Takasu, Atsuhiro},
  booktitle={Proceedings of the 27th International Joint Conference on Artificial Intelligence},
  pages={1583--1589},
  year={2018},
  organization={AAAI Press}
}
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