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Jun 13, 202650 min read

ZSOM: A Production-Ready Self-Organizing Map in Pure NumPy

A deep dive into ZSOM — a full-featured, Numba-accelerated SOM implementation with 3D mesh support, adaptive learning, hex topology, and publication-quality visualization. Covers the math behind every design decision.

Python Machine Learning SOM Unsupervised Learning NumPy Numba Visualization 3D AI Math