https://github.com/kaustubholpadkar/k-means_clustering-simulation
Simulation of K-means Clustering algorithm using P5.JS
https://github.com/kaustubholpadkar/k-means_clustering-simulation
cluster-centroids clustering-algorithm interactive-visualizations javascript-library kmeans-clustering-simulation machine-learning p5-sketches p5js simulation unsupervised-machine-learning
Last synced: 3 months ago
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Simulation of K-means Clustering algorithm using P5.JS
- Host: GitHub
- URL: https://github.com/kaustubholpadkar/k-means_clustering-simulation
- Owner: kaustubholpadkar
- License: gpl-3.0
- Created: 2018-01-08T13:38:22.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-01-08T13:43:06.000Z (over 7 years ago)
- Last Synced: 2025-02-09T12:32:06.680Z (4 months ago)
- Topics: cluster-centroids, clustering-algorithm, interactive-visualizations, javascript-library, kmeans-clustering-simulation, machine-learning, p5-sketches, p5js, simulation, unsupervised-machine-learning
- Language: JavaScript
- Homepage:
- Size: 111 KB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# K-means_Clustering-Simulation
Simulation of K-means Clustering algorithm using P5.JS
## Overview
I have created the simulation of K-means Clustering algorithm using P5.JS graphics library.
User can insert the data-points as well as cluster centroids on canvas at runtime and simulate how the cluster centroids will converge to centre of respective cluster.
sketch.js contains the core logic for the simulation.