Active Analytics

A Clojure library containing analytic methods used in our projects.

Dependency information

Leiningen

[de.active-group/active-analytics "0.3.0"]

deps.edn

{de.active-group/active-analytics {:mvn/version "0.3.0"}}

Usage

So far, there are three implemented clustering algorithms:

• Power iteration clustering (PIC): active-analytics.clustering.pic
• k-means clustering: active-analytics.clustering.k-means
• k-medoids clustering (Lloyd's algorithm): active-analytics.clustering.k-medoids

At the moment, the PIC implementation as well as the default k-means centroid function only support neanderthal as backend. Please follow its instructions on how to install the needed native Intel MKL library.

The active-analytics.clustering.silhouettes namespace contains functions to measure the quality of clustering results.

License

Copyright © 2018 Active Group GmbH

Distributed under the Eclipse Public License either version 1.0 or (at your option) any later version.