Graph Convolutional Networks
AI
graph neural networks
SHOW HN2016
106points
12comments
#346of 2,264 in 2016
Top 16%of 2016 by points
How HN took it
CuriousMostly questions and neutral comments
2 positive, 4 neutral or asking, 0 mixed, 0 critical, out of 6 comments about the project. Thread score +0.18.
Idea: 2 for, 0 against
The thread, comment by comment
Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.
positive neutral or mixed critical about another commenter or something else the maker
What HN said
What people liked
Powerful and interesting approach to learning on graphs
From 2 comments
This is really powerful. As a use case I'm considering the graph of streets in a city. A task would be to make predictions on the next nodes visited by a vehicle given the…
kingennio on HNThis looks really interesting, but I'm struggling to think of a practical application. Any ideas?
empath75 on HN
Objections
Practical applications are hard to see
From 1 comment
This looks really interesting, but I'm struggling to think of a practical application. Any ideas?
empath75 on HN
Requests
Mini-batching support for large graphs
From 2 comments
This is really powerful. As a use case I'm considering the graph of streets in a city. A task would be to make predictions on the next nodes visited by a vehicle given the…
kingennio on HNMini-batching is indeed tricky, as you need the information of the complete local neighborhood for all nodes in a mini-batch. Let's say you select N nodes for a mini-batch, then…
triplefloat on HN
Questions
Does it classify whole graphs or individual nodes
From 1 comment
Does this classify whole graphs, or nodes into communities/classes?
SubiculumCode on HN
How does it differ from graphical models such as factor graphs
From 1 comment
How does this differ from graphical models like factor graphs ?
webyqop on HN
Can Bayesian networks be used as input
From 1 comment
Stupid question: can bayesian networks (graphs) be a useful input?
singularity2001 on HN
Alternatives named
Graphical models such as factor graphs and Bayesian networks
From 2 comments
How does this differ from graphical models like factor graphs ?
webyqop on HNStupid question: can bayesian networks (graphs) be a useful input?
singularity2001 on HN