kmeans: Fast K-Means Clustering

A high-performance k-means clustering library with a C implementation and Python bindings.

Contents:

Overview

The kmeans package provides:

  • Fast k-means clustering algorithm implemented in C

  • Python bindings with NumPy integration

  • Scikit-learn compatible API

  • K-means++ initialization for better convergence

  • Support for arbitrary dimensions

Features

  • Performance: Core algorithm written in C for speed

  • Easy to Use: Simple Python API with sensible defaults

  • Flexible: Both functional and object-oriented interfaces

  • Compatible: Works with NumPy arrays and scikit-learn pipelines

  • Well-tested: Comprehensive test suite

Indices and tables