Very quick guide how to run EM
==============================

First, included is the binary emax, compiled on CS. 
This program provides the EM algorithm, with a few different 
options. 

Basic usage is:
./emax -i inputfile.txt -o output.gmm -c number_of_gaussians

Output is a gmm model, which can be read and visualized with included
matlab package. So you need to copy all matlab files, inputfile and 
output file to a some matlab directory. For example you can use 
matlab in the Science Park classrooms. 

visualization can then be launched from matlab by:

drawgmm('inputfile.txt','output.gmm')

Somethings to note:

Input dataset should be in ASCII format, where one vector is in one line
and scalars are separated by space.

Try out the different settings for emax to see how it performs, diagonal
vs. full covariance and different initialization options. 

Good luck!

Ville
