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version 1.0.0 (28.3 KB) by Wayne Zhang
Graph Agglomerative Clustering Library


Updated 04 Jul 2019

GitHub view license on GitHub

The GACluster open source library implements popular Graph Agglomerative Clustering algorithms. GACluster is a better alternative to conventional algorithms, such as k-means, spectral clustering and linkage. GACluster provides strong baselines on popular image clustering datasets, such as MNIST, USPS, Fashion-MNIST.

Cite As

W. Zhang, X. Wang, D. Zhao, and X. Tang. Graph Degree Linkage: Agglomerative Clustering on a Directed Graph. ECCV 2012.

W. Zhang, D. Zhao, and X. Wang. Agglomerative clustering via maximum incremental path integral. Pattern Recognition, 46 (11): 3056-3065, 2013.

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MATLAB Release Compatibility
Created with R2017b
Compatible with any release
Platform Compatibility
Windows macOS Linux