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)
