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Python kmeans and kmeans++ algorithms implemented from scratch with kmeans application to image compression and hierarchical clustering analysis

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Clustering with kmeans

Python kmeans and kmeans++ algorithms implemented from scratch with kmeans application to image compression and hierarchical clustering analysis

Open kmeans_clustering.ipynb for project notebook with pdf version in kmeans_clustering.pdf.

Image used in the project can be found in Grey_me.jpg (owned by author).

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Python kmeans and kmeans++ algorithms implemented from scratch with kmeans application to image compression and hierarchical clustering analysis

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