Is it possible to add global information in addition to node information using Spektral or Pythorch?
For instance, information of nodes such as relative position and atomic mass give a molecular structure and its chemical property. In addition to nodes, I would like to add overall/global information that characterize the object... But, I do not find an example...
something like... (all nodes are fully connected)
NodeX ( global1, globa2, local1, loca2, local3 ) Node1 (val, val, 0, 0, 0 ) // global information Node2 (0, 0, val, val, val) // local information Node3 (0, 0, val, val, val) // local information ... ...
Does this make sense?
It seems Spektral and Pythorch are based on Message-passing neural networks. So, this does not accept global information?
I have to use Deep set or Full GN block?
If someone has good knowledge, I would like to hear it.