FatemehGholamzadeh / Graph-Neural-Networks

Assignments and final project of Complex Networks Course under supervision of Prof. Mostafa Haghir Chehreghani - AUT - Fall 2021

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Complex-Networks

assignments and project of Complex Networks Course at AUT under supervision of Prof. Mostafa Haghir Chehreghani. the assignments consist of following:

  • computation clustering coefficient and plotting degree distribution for Facebook graph.
  • Implementation of Influence Maximization algorithms and finding optimal set for outbreak detection in Facebook dataset.
  • Implementation of Spectral Clustering and computing min cut and modularity criterion.
  • Link prediction and reporting precision and recall criterion.

Final Project of this Course is about:

  • Work with Graph Attention Networks (GATconv and GATv2conv of PyG library) on Citeseer, Cora and PubMed datasets.
  • modifying concatenation part and testing different number of heads.

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Assignments and final project of Complex Networks Course under supervision of Prof. Mostafa Haghir Chehreghani - AUT - Fall 2021


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