README.md

title	layout
Heat kernel diffusion for local clustering	project

hkgrow: heat-kernel based local clustering

Kyle Kloster

David F. Gleich

These are research codes and may not work for you.

Download

• TO DO (date)

Synopsis

compile % compile the mex files
G = load_graph('dolphins');
hkgrow_mex(G,seeds,t,eps);

Reusable codes

• hkgrow_mex.m C++ MEX code for computing a set of best conductance via seeded heat kernel with input graph "A" and input parameters "seeds, eps, t".

Codes from others

• pprgrow.m from personal page rank clustering

Results from the paper [TO DO: replace with KDD results]

To reproduce figure 2 (left), run:

test_tol_accuracy % generate the data
plot_tol_accuracy % plot the data