0.0.3 • Published 10 years ago
kmeansjs v0.0.3
A javascript implementation of Kmeans
This is a javascript/node.js based implementation of the kmeans algorithm for clustering vectors. It was an opportunity for me to practice some skills. Hopefully it will be useful for some people trying to learn the theory behind kmeans!
- Creating a javascript library
- Experimenting with documentation via docco
- Play with github pages!
Technical tutorial
The code/tutorial for this library, created with docco, explains the theory behind kmeans and shows how this library works!
Setup
npm install
Usage
//Creating 3 clusters with vector dataset
var vector = [
[10, 2, 30],
[30, 20, 2],
[30, 30, 3],
[10, 10, 1],
[20, 1, 30],
[1, 25, 30]
]
kmeans(vector, 3, function(err, res) {
if (err) throw new Error(err)
//do something with the result
})
Testing
npm test
Disclaimer
This library was created mostly for practice and in my haste I may have missed something. Please submit issues if ANYTHING is wrong or even if you have suggestions on how ANYTHING can be improved!