ITE-5th / fuzzy-clustering

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:

Example Details:

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

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Implementation Details:

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