#Clustering and Latent Variable Models Tutorial for MLSS 2015

Authors: Daniel Steinberg & Brian Thorne

Institute: NICTA

The main tutorial notebook is the file Clustering and Latent Variable Models.ipynb, and the worked solutions can be found in the file Clustering and Latent Variable Models - SOLUTIONS.ipynb.

You can view the solutions online here at nbviewer.

• Clustering and Latent Variable Models.ipynb - the tutorial
• Clustering and Latent Variable Models - SOLUTIONS.ipynb - solutions
• kmeans-image.ipynb - image compression example
• tututils.py - data generation and plotting utilities for the tutorial

• scikit-learn
• numpy
• matplotlib
• scipy
• ipython[all]
• lda (this may also require pbr)
• Pillow