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K-Means Clustering with manim:

Animating the K-Means Clustering algorithm (written from scratch) in 2D using 3Blue1Brown's math animation engine manim in Python.

Visualisation:

Usage:

  • Tune hyperparameters in animation_engine.py
  • Run manim animation_engine.py KMeansAnim -pl in a terminal in the repo folder.
  • Output generated in ./media/videos/animation_engine/480p15