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Introduction L1 Maths of Networks L2 Review on Graphs L3 |
Connectivity L4 Eigenvector & Katz L5 Pagerank & HITS L6 |
Closeness & Betweenness Centrality L7 Group of vertices L8 Community Detection |
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Clustering Coefficient Signed Networks Homophily |
Structure of Networks Structure of Networks Structure of Networks |
Quiz I (13-Feb) Random graphs |
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RG:small component RG:path length |
Mid-semester |
Configuration Model Conf. Model - Excess degree Conf. Model - Giant Comp. |
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Conf. Model - Small Comp & Dia Small Comp. Price and BA Model |
Extension to PA Simple Modularity Spectral Modularity |
Bisection method Louvain Algo |
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Infomap, etc. Quiz II (17-Apr) |
Node Embedding GNN |
End-semester |
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Summer break starts 10-May to 21-July |
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