See the

  -

  Gridding irregularly spaced
data<http://www.scipy.org/Cookbook/Matplotlib/Gridding_irregularly_spaced_data>-
how to grid scattered data points in order to make a contour or image
  plot.

In the matplotlib cookbook.

Mark
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