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.