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.
@article{arxiv.2407.07096,
title = {Spectral Toolkit of Algorithms for Graphs: Technical Report (2)},
author = {Peter Macgregor and He Sun},
journal= {arXiv preprint arXiv:2407.07096},
year = {2024}
}
Comments
The first STAG report is available at arXiv:2304.03170