Python K-Means implementation with Partial Distance Strategy
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README.md
distance.py
kmeanspds.py
mouse.csv
run.py

README.md

kmeans-pds

Implementation of K-Means algorithm using Partial Distance Strategy to handle missing data.

To invoke on the mouse data set,

python run.py

Setup

In order to run this program, you'll need the following:

  • Python 2.7.x
  • Pandas
  • NumPy

To avoid installation headaches that come with messing with your system's python, we recommend using a virtual python environment:

https://pypi.python.org/pypi/virtualenv