Spectral Clustering

Traditional clustering algorithms perform well on convex datasets but fail to correctly recognise patterns in non-convex datasets, to overcome this issue we employ Spectral clustering. Spectral clustering is an interesting Unsupervised clustering algorithm that is capable of correctly clustering Non-convex data by the use of clever Linear algebra.

Table of contents:

Non-Convex DataData GenerationK-Means clusteringSpectral clusteringOutputs & InferencePros, Cons and ConclusionNon-Convex d...