Expectation Maximization (EM) Algorithm for Clustering

This project includes:

• Implementation of Arthur Dempster's EM algorithm (EM-T)
• Implementation of EM* algorithm: A new EM algorithm
• A high dimensional multivariate Gaussian data generator

Implementation:

EM-T and EM* are implemented in Python 2.7.11 and synthetic data generator (mixture of Gaussians) is in R 3.2.4.

Authors

• Hasan Kurban, Mark Jenne, Mehmet M. Dalklic