K-Means Clustering

IPython Notebook

See the IPython Notebook:

• Clustering: online viwer, source

Outcome of This Tutorial

• Further familiarize with IPython environment and scientific computation libraries in Python.
• Practice K-means. In practice, you may simply find a clustering package. In this tutorial, you are asked to Understanding the internals.
• Practice incremental K-means. The mergeability is foundation of streaming or parallel version of K-means.