Cluto

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Description

CLUTO is a software package for clustering low- and high-dimensional datasets and for analyzing the characteristics of the various clusters. CLUTO is well-suited for clustering data sets arising in many diverse application areas including information retrieval, customer purchasing transactions, web, GIS, science, and biology.

CLUTO's distribution consists of both stand-alone programs (scluster and vcluster) and a library (libcluto.a) via which an application program can access directly the various clustering and analysis algorithms implemented in CLUTO.

A simple perl script called doc2mat that convertes a set of documents into the vector-space format used by CLUTO is also provided.

Availability

Module cluto-2.1.2a: latest stable release, includes the Perl script doc2mat

Use

$ module add cluto-2.1.2a
$ doc2mat [options] doc-file mat-file
$ vcluster [optional parameters] MatrixFile NClusters
$ scluster [optional parameters] GraphFile NClusters

Documentation

  • CLUTO docs: provider's webpage or locally within the program directory (/software/cluto-2.1.2a/doc/manual.pdf)
  • doc2mat docs: provider's webpage or locally within the program directory (/software/cluto-2.1.2a/doc/doc2mat.html)

License

Freely available for educational and research purposes by non-profit institution.

Supported platforms

amd64

Program administrator

Tom Rebok meta@cesnet.cz

Homepage

http://glaros.dtc.umn.edu/gkhome/cluto/cluto/overview