Goals

• implement the EM algorithm for a Gaussian mixture model
• apply your implementation to cluster images
• explore clustering results and interpret the output of the EM algorithm

Packages used

• graphlab
• numpy
• matplotlib
• copy
• scipy.stats - multivariate_normal -

Used data set

used data is generated inside the notebook.

Algorithms used :

• EM algorithm .
• Gaussian mixture model .