In this work, cluster visualization is done via the use of a neural network methodology known as Self organizing maps/Kohonen's SOMs. Iris data set is used for this task and U matrix was chosen as the way to visualize cluesters.
this notebook is also available at Kaggle via https://www.kaggle.com/warunaw/self-organizing-maps/notebook#Define-parameters-for-SOM-network