Spectral Toolkit of Algorithms for Graphs: Technical Report (1)
arXiv:2304.03170v14 citationsh-index: 16Has Code
Originality Synthesis-oriented
AI Analysis
This is an incremental development offering a tool for researchers and practitioners working with graph algorithms.
The authors introduced STAG, an open-source library for efficient spectral graph algorithms, focusing on a completed local graph clustering component and providing a user's guide and technical insights.
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.