diff --git a/README.md b/README.md index eaf3b06..f536393 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,11 @@ # CS-7863-HW3 -Network Clustering using Laplace spectral clustering, Newman modularity, recursive Newman modularity, TOM, dynamic tree cut, and UMAP. \ No newline at end of file +Network Clustering using Laplace spectral clustering, Newman modularity, recursive Newman modularity, TOM, dynamic tree cut, and UMAP. + + +1. Return cluster membership based on the Laplace spectral clustering algorithm for a single split of a network. +2. Implement Newman modularity with a B matrix for a single split of a network. +3. Run the recursive Newman modularity algorithm and discuss the difference between the predicted clusters and the actual Factions. +4. Perform hierachical clustering with Topological Overlap Matrix (TOM) and WGCNA dynamic tree cut. +5. Test UMAP on a network with its distance matrix. +6. Compare the clustering methods. \ No newline at end of file