How to plot the output of scipy's k-means clustering with large number of clusters

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My data is 2250 x 100. I would like to plot the output, like http://ift.tt/1wcrCOJ. However, the problem is that all the examples use only a small number of clusters, usually 2 or 3. How would you plot the output of kmeans in scipy if you wanted more clusters, like a 100.

Here's what I got:

 #get the centroids
 centroids,_ = kmeans(data,100)
 idx,_ = vq(data,centroids)
 #do some plotting here...

asked 1 min ago

user678392

433

How to plot the output of scipy's k-means clustering with large number of clusters