Playing with Unsupervised Learning Algorithms

A collection of scripts and notebooks written to play with the application of unsupervised learning algorithms (i.e. clustering).

DBSCAN

DBSCAN applied to the iris dataset

DBSCAN applied to the digits dataset

DBSCAN seems like an inappropriate algorithm for the digits dataset, so it seemed interesting to find out how well it performed

K-Means

K-Means applied to the iris dataset

K-Means applied to the iris dataset