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Support BA2Motif Dataset #6255

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shenoynikhil opened this issue Dec 16, 2022 · 1 comment · Fixed by #6257
Closed
2 tasks done

Support BA2Motif Dataset #6255

shenoynikhil opened this issue Dec 16, 2022 · 1 comment · Fixed by #6257
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shenoynikhil commented Dec 16, 2022 •
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🚀 BA2Motif Synthetic Graph Classification Dataset

For graph classification explanability tasks, we could make use of graph classification datasets like BA2Motifs Dataset. It is a synthetic dataset also implemented in DGL library and used in several explainability papers. In my opinion, we would have to,
@shenoynikhil shenoynikhil mentioned this issue Dec 16, 2022
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@rusty1s @RexYing Do you think this could be useful?

@shenoynikhil shenoynikhil mentioned this issue Dec 16, 2022
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rusty1s added a commit that referenced this issue Dec 17, 2022
@shenoynikhil @pre-commit-ci @rusty1s
Adds Cycle Motif Support (#6256)
a864b18 
Support for cycle motif. Based on #6255 

- [x] Adds cycle motif class
- [x] Adds test for cycle motif
- [x] Updated CHANGELOG

##### Doubt [Remove if cleared]
I have not added node classification labels (I guess these motifs don't
have them)

Co-authored-by: Nikhil Shenoy <shenoy@login02.sockeye.arc.ubc.ca>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: rusty1s <matthias.fey@tu-dortmund.de>
@rusty1s rusty1s linked a pull request Dec 17, 2022 that will close this issue
Adds the BA2Motif synthetic Dataset #6257
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rusty1s added a commit that referenced this issue Dec 17, 2022
@shenoynikhil @pre-commit-ci @rusty1s
Adds the BA2Motif synthetic Dataset (#6257)
fddaa8a 
Part of #6255  (Builds on #6256)
Adds support for `BA2MotifDataset` from the paper [Parameterized
Explainer for Graph Neural Network](https://arxiv.org/abs/2011.04573).

- [x] Add the dataset and update init
- [x] Add tests
- [x] Update changelog

Co-authored-by: Nikhil Shenoy <shenoy@login02.sockeye.arc.ubc.ca>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Matthias Fey <matthias.fey@tu-dortmund.de>
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Adds the BA2Motif synthetic Dataset shenoynikhil/pytorch_geometric
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