pyg-team/pytorch_geometric

Add `IBMBNodeLoader` example

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#8,313 opened on Nov 2, 2023

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 (2 comments) (0 reactions) (0 assignees)Python (3,514 forks)batch import
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Description

🚀 The feature, motivation and pitch

As a follow-up of #6230 and redo of #8027 (cc @chendiqian as its PR author), we should add an example using the data loader.

paper: Influence-Based Mini-Batching for Graph Neural Networks

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Contributor guide

Research direction
Review the paper 'Influence Based Mini Batching for Graph Neural Networks' and study the existing NeighborLoader implementation. Create a new example script using IBMBNodeLoader following the patterns in the repository.
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.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
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
PythonPyTorchGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70