K-Means from scratch

• This repo shows how to implement the K-Means clustering algorithm from scratch using Python.
• The data used is FIFA 22 player ratings, available on Kaggle.
• A plot visualization is also included to show the optimization process.
• To run the notebook, run pip install -r requirements.txt in the repo directory.

Plot gif tutorial