KMeansAniX

beta

Animation of kmeans clustering using X Window System

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Description

Open source animation of kmeans clustering in X Window System using the C++ libplotter library. Supports Linux, Mac, and BSD. Includes common initialization methods such as Forgy, Macqueen, random, and angular. Sample videos are available through the Files Tab above. The SVN repo is accessible thorugh the Code Tab above.

Requires a C++ compiler, libplot-dev, and libncurses5-dev

Mac alternative to libplot-dev: macports plotutils +x11

KMeansAniX Web Site

Features

  • Multiple builtin-in initialization methods
  • Ability to animate both the initialization and training of kmeans
  • Animations can play automatically or manually to allow frame by frame analysis
  • Optional convex hulls and distance hints
  • Displays the quantization error throughout the training process

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Additional Project Details

Intended Audience

Education

User Interface

X Window System (X11)

Programming Language

C++

Registered

2014-06-16
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