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Relational Graph Attention #3359

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wants to merge 13 commits into from
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Relational Graph Attention #3359

wants to merge 13 commits into from

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fork123aniket
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Added Relational Graph Attention Networks, which computes attention coefficients for relational graphs for each relation type for any number of relations and attention heads. Moreover, also provides functionality for edge attributes to handle.

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codecov-commenter commented Oct 23, 2021

Codecov Report

Merging #3359 (8b6d7b6) into master (d5e9546) will decrease coverage by 1.09%.
The diff coverage is 0.00%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master    #3359      +/-   ##
==========================================
- Coverage   81.54%   80.45%   -1.10%     
==========================================
  Files         290      291       +1     
  Lines       14306    14538     +232     
==========================================
+ Hits        11666    11696      +30     
- Misses       2640     2842     +202     
Impacted Files Coverage Δ
torch_geometric/nn/conv/rgat_conv.py 0.00% <0.00%> (ø)
torch_geometric/graphgym/logger.py 79.56% <0.00%> (-1.18%) ⬇️
torch_geometric/utils/__init__.py 100.00% <0.00%> (ø)
torch_geometric/nn/models/metapath2vec.py 99.20% <0.00%> (+0.12%) ⬆️
torch_geometric/utils/negative_sampling.py 91.86% <0.00%> (+0.96%) ⬆️

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@rusty1s rusty1s reopened this Feb 3, 2022
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rusty1s commented Feb 3, 2022

I still have plans to merge. Please leave it open. Sorry for the delay!

pre-commit-ci bot and others added 8 commits February 3, 2022 08:29
# Conflicts:
#	.github/workflows/building-pyg-conda.yml
#	.github/workflows/building-rusty1s-conda.yml
#	.github/workflows/documentation.yml
#	.github/workflows/linting.yml
#	.github/workflows/testing.yml
#	torch_geometric/nn/conv/gcn_conv.py
#	torch_geometric/nn/conv/rgcn_conv.py
@rusty1s rusty1s changed the title Added Relational Graph Attention Relational Graph Attention Feb 7, 2022
@rusty1s rusty1s self-requested a review February 7, 2022 11:39
@rusty1s rusty1s changed the base branch from master to confirm_loader February 7, 2022 11:41
@rusty1s rusty1s changed the base branch from confirm_loader to master February 7, 2022 11:41
@fork123aniket
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Closing this PR as just opened a new one for this implementation with PR number: #4031

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3 participants