GraphEmbedding: Add Node2Vec, change embeddings to dgl

wwu-mmll / photonai_graph

Photon Graph is an extension for the PHOTON framework that allows for the use of machine learning based on graphs.

https://wwu-mmll.github.io/photonai_graph/

MIT License

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GraphEmbedding: Add Node2Vec, change embeddings to dgl #23

Open jernsting opened 2 years ago

jernsting commented 2 years ago

Why should we change to dgl? Are the gem embeddings not sufficient?

VHolstein commented 2 years ago

gem embeddings are good, but there are some embeddings that are not offered in gem but are offered in dgl (and vice-versa). Combining the two might be the best option, possibly in our own fork. This is a long-term issue, nothing that will not need to be resolved soon.