k-means-visualize

In this repo I've implemented a simulation for k-means clustering.
It's written from scratch so it will help you become familiar with this simple algorithm.

Here is the web app

Running locally

use conda env(recommended)

• using environment.yml

conda env create -f environment.yml
conda activate k_means_env
streamlit run kmeans_visualization.py

• using requirements.txt

conda create --name env_name python==3.8
conda activate env_name
conda install --file requirements.txt
streamlit run kmeans_visualization.py