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A Comparative Study of Graph Representations for Few-Shot Link Prediction

link to the report.

Enviroment

The requierd packages for the enviroment can be founded here requirements.txt. The main packages are:

  • torch==1.4.0
  • torch-scatter==latest
  • torch-sparse==latest
  • torch-spline-conv==latest
  • torch-cluster==latest
  • torch-geometric==1.5.0

In CPU case the installation command is,

pip install torch-scatter==latest+cpu torch-sparse==latest+cpu torch-cluster==latest+cpu torch_spline_conv==latest+cpu -f https://pytorch-geometric.com/whl/torch-1.4.0.html 

or, if you use GPU (put attention to compatibility of CUDA versions)

pip install torch-scatter==latest+cu101 torch-sparse==latest+cu101 torch-cluster==latest+cu101 torch_spline_conv==latest+cu101 -f https://pytorch-geometric.com/whl/torch-1.4.0.html

Then install Pytorch Geometric v1.5.0,

pip install torch-geometric==1.5.0

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