self-organizing-map topic

List self-organizing-map repositories

som

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Pytorch implementation of a Self-Organizing Map

HSOM

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Hierarchical self-organizing maps for unsupervised pattern recognition

growing_hierarchical_som

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Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map] is a popular method to perform cluster analysis. SOM shows two main limitations: fixed map size constraints how the data is bein...

FlowSOM

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FlowSOM algorithm in Python, using self-organizing maps and minimum spanning tree for visualization and interpretation of cytometry data

SOMperf

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:globe_with_meridians: SOMperf: Self-organizing maps performance metrics and quality indices

sparkml-som

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:sparkles: Spark ML implementation of SOM algorithm (Kohonen self-organizing map)

sparse-som

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Efficient Self-Organizing Map for Sparse Data