multi-prototype-classifier

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Icold21 / FastKMeans

🚀 GPU-accelerated prototype learning framework. Condenses infinite data streams into differentiable topological grids, reducing metric inference complexity from O(N×D) to strictly O(K×D) .

machine-learning clustering regression pytorch classification gpu-acceleration k-means online-learning sparse-matrices machine-learning-models classification-models k-means-algorithm stream-learning prototype-learning multi-prototype-classifier

Updated Jun 29, 2026
Python

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