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The K-Means algorithm, written from scratch using the Python programming language

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tugot17/K-Means-Algorithm-From-Scratch

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The K-Means algorithm, written from scratch using the Python programming language. The main jupiter notebook shows how to write k-means from scratch and shows an example application - reducing the number of colors.

drawing

Getting Started

The main file isK-means.ipynb

The code itself, without comments, can be found in thek-means.py file

Image

Image used as example for color reduction was downloaded fromhere

drawing

Prerequisites

-numpy-sklearn-matplotlib-cv2

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License

This project is licensed under the MIT License - see theLICENSE file for details

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