index.html

<!doctype html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <title>Clustering.js</title>
    <script src="dist/k-medians.js"></script>
    <script>
        ;(function(undefined){
            'use strict';
        
            var km = new this.KMedians({
                K: 64,
                distanceMetric: this.DistanceMetrics.Manhattan,
                tolerance: 0.001
            });

            var data = (function(){
                var i = 1000
                  , j
                  , ret = [];

                while(i--) {
                    j = 5;
                    ret.push([])
                    while(j--)
                        ret[ret.length-1].push(Math.random())
                }

                return ret;
            })()

            km.cluster(data, undefined, function(){
                console.log(this.iteration, this.clusters);
            });
        
        }).call(Clustering);
    </script>
</head>
<body>
    
</body>
</html>