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shark-art/README.md

Adaptive Knowledge-Graph based Recommender with User's Cross-Item-Category Exploration Factor

This is our PyTorch implementation for the paper:

Environment Requirement

The code has been tested running under Python 3.6.5. The required packages are as follows:

  • pytorch == 1.8.1
  • numpy == 1.19.5
  • scipy == 1.1.0
  • sklearn == 0.20.0
  • torch_scatter == 2.0.9
  • networkx == 2.5

Dataset

We provide three processed datasets: Movielens, Last-FM, and Alibaba-iFashion.

Example to Run the Codes

You can run the .py file directly, using the following command to run the model:

$ python main.py

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