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examples: remove duplicate code from notebooks.
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Purpose of notebooks is to contain stdout and mpl charts.
Also notebooks provide an interactive namespace to explore after script executed.
Examples can be used as quick integration test of system in lieu of formal test
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Chris Morgan committed Jan 8, 2017
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