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You can use networkx. Roughly speaking, after assigning each node with an id and using a mapping from id to color, you can draw graphs with node colored. The dash circle may be added manually :)
Thank you for your nice work.
Like in your paper fig.2 , How can I visualize diffpooling process?
What method did you use?
Best,
Daeun Lee
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