Spectral Toolkit of Algorithms for Graphs (STAG) is an open-source library for efficient spectral graph algorithms, and its development starts in September 2022. We have so far finished the component on local graph clustering, and this technical report presents a user's guide to STAG, showcase studies, and several technical considerations behind our development.
翻译:图谱算法工具包(Spectral Toolkit of Algorithms for Graphs, STAG)是一个用于高效图谱图算法的开源库,其开发工作始于2022年9月。目前,我们已完成局部图聚类组件的开发。本技术报告提供了STAG的用户指南、案例研究以及开发过程中的若干技术考量。