A reconstruction of Understanding Regularized Spectral Clustering via Graph Conductance[1] Testing was conducted on SNAP dataset[2].
Change parameter in regularized_spec to choose whether or not to log operations, save plots, or which algorithm to use.
[1]Zhang, Yilin, and Karl Rohe. "Understanding Regularized Spectral Clustering via Graph Conductance." arXiv preprint arXiv:1806.01468 (2018).
[2]Leskovec, Jure, and Andrej Krevl. "{SNAP Datasets}:{Stanford} Large Network Dataset Collection." (2015).