Lib.rs

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#k-means #vector-search #machine-learning #cluster #rabitq

bin+lib gathers

Clustering algorithms

by Keming

4 releases (2 breaking)

0.3.1 Dec 4, 2024
0.3.0 Dec 4, 2024
0.2.0 Dec 3, 2024
0.1.0 Oct 17, 2024

#737 in Machine learning

Download history 141/week @ 2024-12-05 13/week @ 2024-12-12 2/week @ 2025-02-13 4/week @ 2025-02-20

174 downloads per month

Apache-2.0

56KB
1.5K SLoC

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.

Dependencies

~9–17MB
~229K SLoC