@kanaries/ml
JavaScript Machine Learning API Reference/Clusters

kmeansPlusPlus

API reference for kmeansPlusPlus

Clusters.kmeansPlusPlus

kmeansPlusPlus(
    X: number[][],
    n_clusters: number,
    sampleWeight?: number[],
    randomState: () => number = Math.random
): { centers: number[][]; indices: number[] }

This utility initializes cluster centers using the k-means++ strategy.

const { centers } = kmeansPlusPlus(X, 3);

K-Means Clustering (KMeans) – @kanaries/ml Algorithm Guide

Learn how to apply the K-Means clustering algorithm with @kanaries/ml, including parameter definitions, TypeScript API usage, and examples for segmenting datasets in modern web apps.

MeanShift

API reference for MeanShift

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Clusters.kmeansPlusPlus