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The Catastrophic Failure of the k-Means Algorithm in High Dimensions, and How Hartigan's Algorithm Avoids It Summary This repository provides the kmeansx library and scripts needed to reproduce the results of our paper, available as a preprint and accepted to ICML 2026

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