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Spectral Toolkit of Algorithms for Graphs: Technical Report (2)

Published 6 Jun 2024 in cs.DS, cs.LG, cs.MS, and cs.SI | (2407.07096v1)

Abstract: 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.

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