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[Example] Label Propagation and Correct&Smooth #2852

Merged
merged 16 commits into from
May 12, 2021
Merged

[Example] Label Propagation and Correct&Smooth #2852

merged 16 commits into from
May 12, 2021

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xnuohz
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@xnuohz xnuohz commented Apr 20, 2021

Description

Combining Label Propagation and Simple Models Out-performs Graph Neural Networks
Learning from Labeled and Unlabeled Data with Label Propagation
@mufeili

Checklist

Please feel free to remove inapplicable items for your PR.

  • The PR title starts with [$CATEGORY] (such as [NN], [Model], [Doc], [Feature]])
  • Changes are complete (i.e. I finished coding on this PR)
  • All changes have test coverage
  • Code is well-documented
  • To the my best knowledge, examples are either not affected by this change,
    or have been fixed to be compatible with this change
  • Related issue is referred in this PR
  • If the PR is for a new model/paper, I've updated the example index here.

Changes

@dgl-bot
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dgl-bot commented Apr 20, 2021

To trigger regression tests:

  • @dgl-bot run [instance-type] [which tests] [compare-with-branch];
    For example: @dgl-bot run g4dn.4xlarge all dmlc/master or @dgl-bot run c5.9xlarge kernel,api dmlc/master

@mufeili mufeili self-requested a review April 20, 2021 07:02
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self.alpha = alpha

@torch.no_grad()
def forward(self, g, labels, mask=None, post_step=lambda y: y.clamp_(0., 1.)):
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LGTM

@mufeili mufeili merged commit 85231dc into dmlc:master May 12, 2021
@xnuohz xnuohz deleted the lp branch May 13, 2021 06:04
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3 participants