Manifold-EM

Repo for COMS.4995 Unsupervised Learning project.

Final report and poster can be found here.

Outline

1.Isomap + EM

2.Connected Graph Connection

2.Rank-based initial point selection

3.Max-cut and Min-cut extension

Name		Name	Last commit message	Last commit date
Latest commit History 66 Commits
Manifold-EM-master-experiment		Manifold-EM-master-experiment
doc		doc
README.md		README.md
TEgen.R		TEgen.R
ToyExample.R		ToyExample.R
ccdist.cpp		ccdist.cpp
experiment.R		experiment.R
geodist.cpp		geodist.cpp
manifoldEM.cpp		manifoldEM.cpp
manifoldEMwrapper.R		manifoldEMwrapper.R
manifoldKmod.cpp		manifoldKmod.cpp
manifold_generator.R		manifold_generator.R
nnmaxdistmerge.cpp		nnmaxdistmerge.cpp
nnmindistmerge.cpp		nnmindistmerge.cpp
nnrank.cpp		nnrank.cpp
nnstomerge.cpp		nnstomerge.cpp