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embedding-clustering

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saaga0h / semantic-n-body

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Physics-based clustering of embedding vectors using N-body gravitational diffusion on the unit hypersphere. Anisotropic per-dimension forces, adaptive-threshold connected-components extraction. Julia + KernelAbstractions, AMDGPU + CPU backends

julia-language gpgpu gpu-computing amdgpu rocm connected-components adaptive-thresholding n-body-simulation semantic-embeddings embedding-clustering kernelabstractions gravitational-clustering unit-hypersphere
  • Updated Jun 20, 2026
  • Julia

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