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k-means clustering

Implementation of k-means clustering algorithm.

Installing requirements

pip install -r requirements.txt

Running

You need to have Python 3 installed.

python3 main.py

Results

Two dimensional example

  • N: 5000
  • k: 5

2D example

Three dimensional example

  • N: 5000
  • k: 5

3D example