Simple graph canonization algorithm
Brendan McKay and Adolfo Piperno have written a survey paper regarding this question in 2013. They present several efficient computer programs that canonicalize many graphs faster than you would imagine. There is no need (and no point) in implementing these algorithms yourself - they are available online, even as source code.