-
Notifications
You must be signed in to change notification settings - Fork 3.7k
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Add LineDigraph transformation #9592
Open
petern48
wants to merge
12
commits into
pyg-team:master
Choose a base branch
from
Flunzmas:line_digraph
base: master
Could not load branches
Branch not found: {{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline,
and old review comments may become outdated.
Open
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Kh4L
reviewed
Aug 25, 2024
Kh4L
suggested changes
Aug 25, 2024
Co-authored-by: Serge Panev <[email protected]>
@rusty1s Do I need to do anything to update the docs? I thought it would produce the page automatically, but I don't see it in the built docs. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Addresses #9457 in collaboration with @Flunzmas
Changes:
Motivation from Flunzmas:
Recent scientific work [1] leveraging GNNs for routing in computer networks has used a line digraph representation of the computer network topology as input for their GNN policies. The line digraph is formed by taking the original graph's edges as new nodes, and drawing an edge between those new nodes that, as edges in the original graph, form a directed path of length two: E' = {(u, v), (w, x) | (u, v) in E; (w, x) in E; v = w}.
[1]: Bernárdez et al. "Magnneto: A graph neural network-based multi-agent system for traffic engineering." IEEE Transactions on Cognitive Communications and Networking 9.2 (2023)