Dimensionality Reduction Resources
Papers etc.
Lecture slides
Suggestions for lab work
Isomap (Tenenbaum et al)
LLE (Roweis and Saul)
An extensive list compiled by Byron Yu
Laurens var der Maarten's toolbox
Data sets
text data
image data
Code for practical
python notebook
showfreyface.m
explorefreymanifold.m
isomap.m
L2_distance
(compute all distances for Isomap)
lle.m
swissroll.m
Last Updated: 2016