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

See All Activity >

Categories

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

License

GNU General Public License version 3.0 (GPLv3)

Follow KMeansAniX

KMeansAniX Web Site

Other Useful Business Software
Veeam Data Platform v13.1 - Get Your Free Trial Icon
Veeam Data Platform v13.1 - Get Your Free Trial

Secure by design, portable by default. Recover clean, fast, anywhere. Start a free trial.

Try Veeam Data Platform today. Experience the unified platform that's secure by design, portable by default, and proven to recover clean, fast, and anywhere.
Try it Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of KMeansAniX!

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
Report inappropriate content