Links for the Clustering Lab (March 26)
(PDF) Description of the homework (and lab)
Videos working through Exercise 1:
Python (except for Neural Gas):
(Video) Exercise 1, K-means example (Python)
For Neural Gas, use Octave (see below).
(Video) Exercise 1, DBSCAN example (Python)
Matlab/Octave:
(Video) Exercise 1, K-means example (Matlab)
(Video) Exercise 1, Neural Gas (Matlab)
(Video) Exercise 1, DBSCAN example (Matlab)
Files you might need to download (Data files and scripts from the videos above).
K-Means clustering files
Neural Gas clustering files
DBSCAN files