K-Means-Clustering-Implementation

Implementation of K-means in python

In this repository I impemented unsupervised algorythm called K-Means that finds clusters in N dimensional space.

This repository consits of 4 jpynb files:

K-Means_in_1-Dimension.ipynb (almost complete algorythm in 1-dimension)
K-means_in_N-Dimensions_1Iteration.ipynb (1 iteration of algorythm in N-dimension)
K-means_in_N-Dimension_Function.ipynb (complete algorythm as Function)
K-means_in_N-Dimension_Class.ipynb (complete algorythm as Class)

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
tools		tools
K-Means_in_1-Dimension.ipynb		K-Means_in_1-Dimension.ipynb
K-means_in_N-Dimension_Class.ipynb		K-means_in_N-Dimension_Class.ipynb
K-means_in_N-Dimension_Function.ipynb		K-means_in_N-Dimension_Function.ipynb
K-means_in_N-Dimensions_1Iteration.ipynb		K-means_in_N-Dimensions_1Iteration.ipynb
README.md		README.md

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