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clustering algorithm implementation

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kemingy/gathers

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gathers

CI crates.io docs.rs

Clustering algorithm implementation in Rust and binding to Python.

For Python users, check the Python README.

  • K-means
  • PyO3 binding
  • RaBitQ assignment
  • Parallel with Rayon
  • x86 & x86_64 SIMD acceleration
  • mini batch K-means
  • Hierarchical K-means
  • arm & aarch64 SIMD acceleration

Installation

cargo add gathers

Usage

Check the docs and main.rs.