New section: ML / deep learning

jbmusso / awesome-graph

A curated list of resources for graph databases and graph computing tools

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New section: ML / deep learning #9

Open mbrukman opened 5 years ago

mbrukman commented 5 years ago

What do you think of adding Graph Convolutional Networks in a new section on ML and deep learning?

Here are some references:

https://tkipf.github.io/graph-convolutional-networks/
https://github.com/tkipf/gcn (implementation of the above)
https://towardsdatascience.com/how-to-do-deep-learning-on-graphs-with-graph-convolutional-networks-7d2250723780

jbmusso commented 5 years ago

I think that'd make sense, but I'm not too familiar with the topic. If these tools are stable enough and reasonably maintained, it would be a nice addition.

mbrukman commented 5 years ago

I wouldn't say these tools are "stable" and "reasonably maintained" — this is more of an active research area at this point, so this is more of a bleeding-edge development, not a production-ready tool.

So it may be of interest to folks to explore it, but it's not something I'd recommend taking as-is off the shelf and running it. If you were to add it, it would have to come with a disclaimer like "experimental", or "current research topic" or similar.

jbmusso commented 3 years ago

Hi @mbrukman If you feel like adding these tools in a pull request, feel free to do so!