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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
LinkPredeasier 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
- Preprocessing is hard to control exactly.
- It should be possible to just call
- Simplify the whole evaluation part. See Simplify evaluation to plain functions #3.
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