apache / apache/geaflow

Support subgraph sampling for GNN

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#502 6 comments 0 reactions 0 assignees View on GitHub
Dominant language
Java
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Avg merge
3d 22h
Merged PRs (30d)
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Description

is there any plan in future to provide subgraph sampling support, our needs are as follows:
1.sample N neighbors for each node
2.subgraph sampling depth of K
3.subgraph contains vertices or edges properties

Contributor guide

Open the contributing guide

Research direction

No files, tests, or entry points are identified in the issue. First clarify the intended GNN sampling API and integration point, including neighbor count, sampling depth, and vertex or edge properties; done should cover all three requested capabilities with agreed tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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