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GACluster

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

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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