Project to Visualize Cool Machine Learning Algorithms in the Browser Click here to try it out!
Tech Stack: Vite (React + TypeScript) + Rechart for Charting + Vercel for deployments
Currently, only the K Means Clustering Algorithm is visualized.
K Means Clustering
The K Means Clustering Algorithm is an Unsupervised Learning Algorithm, which tries to find patterns from unlabelled data. It is able to find the centroids (centers) of n (you have to decide n) distinct clusters (groups of data), through the following steps:
Repeat until Centroids stop moving around:
- Randomly Generate n Centroids
- Assign Each Data Point to belong to the nearest Centroid
- Compute the new positions of the Centroids by taking the average of all the points belonging to the centroid.