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Gustafson Kessel & Fuzzy C-Means Implementation

Fuzzy Clustering Algorithms:

we have implemented two algorithms: Gustafson Kessel, and C-Means. check this video out for algorithms' outputs.

Example:

Alt text

Example Details:

  • 50 Iterations
  • m = 2
  • 4 Clusters
  • First 2 Columns from Crime dataset: "Murder, Assault"

Implementation Details:

  • [x] Sci-kit Learn like structure.
  • [x] Fully vectorized.
  • [x] User interface for image segmentation.
  • [x] Tested on some datasets.