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GitHub - alltom/node-addc: finds clusters in data using the AddC online clustering algorithm with gaussian kernel
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AddC ==== Finds clusters in data using the AddC online clustering algorithm with gaussian kernel The original Python code & explanation is here: https://gromgull.net/blog/2009/08/online-clustering-in-python/ Original AddC paper: https://www.cs.huji.ac.il/%7Ewerman/Papers/guedalia_etal99.pdf Kernel-based extension: https://parnec.nuaa.edu.cn/zhangdq/nepl04.pdf It was originally released under the WTFPL license. This code is too: You may have this code under the Do What The Fuck You Want To Public License https://sam.zoy.org/wtfpl/ Example Usage: var OnlineCluster = require('addc').OnlineCluster; var c = new OnlineCluster(10); // max number of clusters for (var i = 0; i < 100; i++) { // can be any number of dimensions; they'll be zero-padded if they don't match c.cluster([Math.random(), Math.random(), Math.random()]); } var clusters = c.trimmedClusters(); // var allClusters = c.clusters; console.log(clusters[0].center);
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finds clusters in data using the AddC online clustering algorithm with gaussian kernel
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