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The prediction part is fairly straightforward, howver the evaluation part is terribly convoluted. Much of the heavy lifting is done by the LinkPred object. I can think of two steps:
Make LinkPred easier to use. For instance:
It should be possible to just call LinkPred() without any arguments.
It supposes that the training and test networks still have to be read from a file, which is unlikely if used within Python