Spectral Toolkit of Algorithms for Graphs: Technical Report (2)
This is an incremental update to an existing open-source library for graph algorithms, aimed at users needing efficient tools.
The authors introduced new components for the STAG library, including locality sensitive hashing, kernel density estimation, and fast spectral clustering, and provided a user's guide, experiments, and technical details.
Spectral Toolkit of Algorithms for Graphs (STAG) is an open-source library for efficient graph algorithms. This technical report presents the newly implemented component on locality sensitive hashing, kernel density estimation, and fast spectral clustering. The report includes a user's guide to the newly implemented algorithms, experiments and demonstrations of the new functionality, and several technical considerations behind our development.