This Eclipse project contains Java implementations of the following algorithms:
- EM for GMM (both parallel and sequential)
- Global mean vector (both parallel and sequential)
- Word count
The folder matlab/ contains the scripts and functions to generate the example multi-dim data.
The root directory also contains shell scripts for running the parallel version of EM, global mean, and word count on a Hadoop cluster.
To run the sequential version of EM and global mean, read the header of MapReduce/sequential/gmm/GMM.java MapReduce/sequential/gmm/OneMean.java
M.W. Mak March 2015
http://readwrite.com/2013/09/30/understanding-github-a-journey-for-beginners-part-1
http://readwrite.com/2013/10/02/github-for-beginners-part-2
Steps for downloading the repo
cd ~ git clone https://github.com/enmwmak/GMM-on-Hadoop.git
Steps for Create a new repo on Github
cd ~/so/java/hadoop/Workspace/MapReduce
git init
git config --global user.name "enmwmak"
git config --global user.email "enmwmak@polyu.edu.hk"
git add .
git commit -m "first commit"
git remote add origin https://github.com/enmwmak/GMM-on-Hadoop.git
git push -u origin master