pyg-team/pytorch_geometric

PolyConv

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#4,622 opened on May 11, 2022

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1 - Priority P1featurehelp wantednn

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Description

🚀 The feature, motivation and pitch

Please include PolyConv operation into your library. https://ieeexplore.ieee.org/document/9665897 https://github.com/myavartanoo/PolyNet_PyTorch

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Additional context

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Contributor guide

Research direction
Study the PolyConv paper (https://ieeexplore.ieee.org/document/9665897) and the provided reference implementation (https://github.com/myavartanoo/PolyNet PyTorch). Implement a PolyConv module in the graph convolution layer, ensuring compatibility with the library's MessagePassing interface.
Tech stack
pythonpytorch
Domain
machine learning
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.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30