Listed here are applets that I developed, either by myself or in collaboration with students and colleagues, for demonstrating key concepts and algorithms in statistics and data science. I am very fond of making and maintaining these applets, primarily because they aid well in teaching otherwise esoteric statistics, and secondarily because they let me practice my programming chops.
Wherever available, a link to the corresponding Github repository is given. Some applets may have had to be put offline to make space for new ones, in which case only the Github repo is linked.
K-Means: an applet for demonstrating Lloyd’s Algorithm for K-Means Clustering. [live applet] [github]