Re:Why I'm Lukewarm on Graph Neural Networks
by dimatura on Monday January 04, 2021 @05:50PM
(#25639382)
I have to say I agree. NX is totally fine for the applications it was built for. I appreciate the simple API and the flexibility of using pure Python. There's a reason it's so popular.
I'm not an expert in graph neural networks, so can't really say much about the novelty of Node2Vec. But I do think it's often misguided to judge scientific work as trivial or incremental in retrospect. Specially in a relatively young field like deep learning, where four years (Node2Vec is from 2016) is a long time.
I'm not an expert in graph neural networks, so can't really say much about the novelty of Node2Vec. But I do think it's often misguided to judge scientific work as trivial or incremental in retrospect. Specially in a relatively young field like deep learning, where four years (Node2Vec is from 2016) is a long time.