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Paper: XPySom: High-Performance Self-Organizing Maps – Mancini et al 2020

by GCBC Ventures | Nov 20, 2020 | Machine Learning, Papers

In this paper the authors present a Python version of the Self-Organizing Map (SOM) algorithm that can run in parallel on CPUs and GPUs (via CuPy). Additionally, they speed up the algorithm by: heavily exploiting higher-dimensional operations (e.g., matrix-matrix) to...

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