pyg-team/pytorch_geometric

Add `EGT` to `nn.conv`

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#8,258 opened on Oct 24, 2023

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Description

🚀 The feature, motivation and pitch

Global Self-Attention as a Replacement for Graph Convolution

Alternatives

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Additional context

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Contributor guide

Research direction
Read the paper 'Global Self Attention as a Replacement for Graph Convolution' and implement the EGT operator in nn.conv. Understand the existing convolution modules to see the interface.
Tech stack
python
Domain
ai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
PythonPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30