K-means in JavaScript
npm install ml-kmeans
Returns an object containing the following:
clusters: array of cluster indexes for the training dots.centroids: array of calculated centroids.iterations: array of clusters and centroids calculated during each iteration. It's optional, only included when withIter is set to true (see below).Arguments
data: An array of the (x,y) points to cluster, represented also as an array.centers: An array of the K centers in format (x,y), represented also as an array.props: A property object that can be used to set some parameters:
maxIter: Maximum number of iterations allowed. Its default is 100.tol: The numerical error tolerance. Its default is 1e-6.withIter: If true it adds an iterations property in the returned object. Its default is false.$ npm install
$ npm test
FAQs
K-Means clustering
The npm package ml-kmeans receives a total of 35,578 weekly downloads. As such, ml-kmeans popularity was classified as popular.
We found that ml-kmeans demonstrated a not healthy version release cadence and project activity because the last version was released a year ago. It has 7 open source maintainers collaborating on the project.
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