https://github.com/active-group/active-analytics

https://github.com/active-group/active-analytics

Last synced: 6 months ago
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• Host: GitHub
• URL: https://github.com/active-group/active-analytics
• Owner: active-group
• License: epl-1.0
• Created: 2018-12-04T11:32:13.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2019-01-22T08:24:11.000Z (over 7 years ago)
• Last Synced: 2024-11-29T01:49:28.444Z (over 1 year ago)
• Language: Clojure
• Size: 68.4 KB
• Stars: 0
• Watchers: 15
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Active Analytics

A Clojure library containing analytic methods used in our projects. 

#### Dependency information

[Leiningen](https://github.com/technomancy/leiningen/)

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

[deps.edn](https://clojure.org/guides/deps_and_cli)

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

## Usage

So far, there are three implemented clustering algorithms:

- [Power iteration clustering (PIC)](http://www.cs.cmu.edu/~frank/papers/icml2010-pic-final.pdf): `active-analytics.clustering.pic`

- [k-means clustering](https://en.wikipedia.org/wiki/K-means_clustering): `active-analytics.clustering.k-means`

- [k-medoids clustering](https://en.wikipedia.org/wiki/K-medoids) (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](https://neanderthal.uncomplicate.org/)

as backend. Please follow its [instructions](https://neanderthal.uncomplicate.org/articles/getting_started.html#the-native-library-used-by-neanderthals-native-engine) 

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.