Lecture 14

Post date: Jun 08, 2017 7:57:33 AM

We have discussed EM and autoencoders.

The EM demonstration notebook is here: https://github.com/janchorowski/nn_assignments/blob/master/lecture_notebooks/12-kMeans-SOM.ipynb

A demonstration of neural autoencoders is here: https://github.com/janchorowski/nn_assignments/blob/master/lecture_notebooks/13-autoencoders.ipynb

To read more about EM, please refer to the excellent lecture notes by Andrew Ng: http://cs229.stanford.edu/notes/cs229-notes7b.pdf and http://cs229.stanford.edu/notes/cs229-notes8.pdf