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

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

Project Samples

Kmeans random inititialization kmeans converging kmeans convex hulls kmeans distance hints kmeans toggle multiple features kmeans convergence with quantization error

Project Activity

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Categories

Data Visualization, Computer Aided Instruction (CAI), Machine Learning

License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Operating Systems

BSD, Linux, Mac

Intended Audience

Education

User Interface

X Window System (X11)

Programming Language

C++

Related Categories

C++ Data Visualization Software, C++ Computer Aided Instruction (CAI) Software, C++ Machine Learning Software

Registered

2014-06-16
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