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[Feature] Add RGCN for text classification #588

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[Feature] Add RGCN for text classification #588

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Description

Add RGCN for text classification.

Checklist

Please feel free to remove inapplicable items for your PR.

  • The PR title starts with [$CATEGORY] (such as [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

xiao03 and others added 28 commits November 15, 2022 20:33
@xiao03
initial merge, awaiting test
5e28dfb
@xiao03
add library code and test
1d794a9
@hugochan
add rgcn for QG
5d57dab
@xiao03
update config
c4437c1
@xiao03
format the script
ef70aa3
@xiao03
remove device options from model
c20b9c2
@xiao03
add direction_options for rgcn
ca03f95
@xiao03
format
af5fc60
@xiao03
remove unused parameters
e1fa01d
@xiao03
isort fix
279e0b0
@xiao03
isort fix again
124c205
@AlanSwift
fix ci
a6c1d45
@xiao03
update rgcn & test case
e5d53a6
@AlanSwift
fix
570dc89
@xiao03
bug fix on bi sep
06703a4
@xiao03
bug fix on bi_fuse
5b5f77a
@SaizhuoWang
Change implementation of RGCN linear layer to DGL impl
6b0bdc8
@SaizhuoWang
Merge branch 'add_rgnn_for_qg' of https://github.com/graph4ai/graph4nlp…
e5b9808 
… into rgcn-integration
@SaizhuoWang
Implemented regularizer in RGCN
1327a97
@SaizhuoWang
Sync RGCNLayer implementation
9e39bb2
@SaizhuoWang
modified DGL benchmark test code for rgcn
1e0c597
@hugochan
add rgcn for text classification
9c82c72
@hugochan
update readme
82fbb9c
@hugochan
linter & update readme
887f2d1
@hugochan
switch to RGCNLayer implemented in #584
1321d1e
@AlanSwift
fix ci
f3a223d
@AlanSwift
fix ci
3b9137a
@AlanSwift
fix ci
47ba47c
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4 participants

@hugochan @xiao03 @AlanSwift @SaizhuoWang