Comparison of performance of Kmeans and Spectral clustering algorithms on non convex data and also generation of non convex data from scratch. Also, both the spectral clustering and Kmeans have been implemented from scratch.
Report.pdf - A report on comparison of perfromance of Kmeans and Spectrul clustering algorithms on non convex datasets Presentation.pptx - Power point presentation Presentation_Video.mp4 - Video presentation of the topic Spectral_Clustering_E5.ipynb - Implementation of spectral clustering on non convex datasets in python KMeans_Clustering_E5.ipynb - Implementation of Kmeans clustering algorithm on non convex datasets in python KMeans_Simulation.mlx - Code for visual simulation of Kmeans algorithm for better understanding Kmeans_simulation.mov - Video of Kmeans algorithm simultion