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[Example] Pre-train GNNs #110

Merged
merged 59 commits into from
Jan 10, 2021
Merged

[Example] Pre-train GNNs #110

merged 59 commits into from
Jan 10, 2021

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wenx00
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@wenx00 wenx00 commented Nov 30, 2020

Issue:

Description of changes:

This is a DGL implementation of the following paper:
Weihua Hu*, Bowen Liu*, Joseph Gomes, Marinka Zitnik, Percy Liang, Vijay Pande, Jure Leskovec. Strategies for Pre-training Graph Neural Networks. ICLR 2020. arXiv

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@mufeili
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mufeili commented Dec 3, 2020 •
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  1. Since this is still for molecular property prediction, can we change "examples/pretrain_gnns/chem" to "examples/property_prediction/pretrain_gnns"?
  2. Can you also add a README file, which may include the introduction, reference, usage and experiment results?

@wenx00 wenx00 requested a review from mufeili January 8, 2021 01:46
@wenx00 wenx00 requested a review from mufeili January 9, 2021 10:16
@wenx00 wenx00 requested a review from mufeili January 9, 2021 11:25
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mufeili commented Jan 9, 2021

Have you addressed all the issues and tested the commands in README? If so, I think this PR is ready to merge.

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wenx00 commented Jan 10, 2021

Thanks for the review, I believe I addressed all of the comments and tested the commands.

@wenx00 wenx00 changed the title [Example] Pretrain_gnns [Example] Pre-train GNNs Jan 10, 2021
@mufeili mufeili merged commit 69c11a9 into awslabs:master Jan 10, 2021
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