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K-medoids (Partitioning Around Medoids)

PAM k-medoids implementation for classes of Mathematical Foundations of Artificial Intelligence and Cyber-Security at AMU Poznań.

dataset: https://www.kaggle.com/arjunbhasin2013/ccdata

It may seem that the quality is not satisfactory for bigger numbers of cluster. That is due to the fact that the data has 17 dimensions and for the purpouse of plotting it is PCA'ed into just 2 dimensions.