Graph Theory Software

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I am looking for software to draw graphs with edges and nodes, show colorings, etc. Where can I find such software?

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Mathematica does it fine (see GraphPlot and GraphPlot3D)

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If you don't mind a bit of programming, then igraph library is a good choice. It is written in C but can be accessed from R and Python.

http://igraph.sourceforge.net/documentation.html

This tutorial might be useful

http://hal.elte.hu/~nepusz/development/igraph/tutorial/tutorial.html