bb1f8850e5
[NN] Refactor the Code Structure of GT ( #5100 )
2023-04-14 11:50:14 +08:00
89b321b847
[Misc] Rename number_of_edges and number_of_nodes to num_edges and num_nodes. ( #5488 )
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* nn-only
* data-only
---------
Co-authored-by: Ubuntu <ubuntu@ip-172-31-28-63.ap-northeast-1.compute.internal >
2023-03-28 12:58:54 +08:00
63ac788ff4
auto-reformat-nn ( #5319 )
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-28-63.ap-northeast-1.compute.internal >
2023-02-19 08:33:30 +08:00
ed66a20970
[NN] Add a learned laplacian positional encoder ( #4750 )
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* add a learned laplacian positional encoder
* leverage black to beautify the python code
* refine according to dongyu's comments
Co-authored-by: rudongyu <ru_dongyu@outlook.com >
2022-10-31 11:11:37 +08:00
76bb54044e
[Misc] Black auto fix. ( #4682 )
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Co-authored-by: Steve <ubuntu@ip-172-31-34-29.ap-northeast-1.compute.internal >
2022-10-08 14:16:12 +08:00
230b886ec5
[Bug fix] Misc Fix for Transforms and NN Modules ( #4038 )
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* Update module.py
* Update utils.py
* Update utils.py
* Update utils.py
* Update module.py
* Update
* Update
* Update
2022-05-24 18:08:08 +08:00
3fe5eea791
[NN] Label Propagation & Directional Graph Networks ( #4017 )
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* add label propagation module
* fix prev bug in example
* add dgn
* fix linting and doc issues
* update label propagation & dgn
* update label propagation & dgn
* update example
* fix unit test
* fix agg heritage issue
* fix agg issue
* fix lint
* fix idx
* fix lp gpu issue
* Update
* Update
Co-authored-by: mufeili <mufeili1996@gmail.com >
2022-05-20 15:23:19 +08:00
6d9433b04f
[Transform] [Doc] Rename transform to transforms and update doc ( #3765 )
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* Update
* Update
* Update
* Fix
* Update
* Update
* Update
* Fix
2022-02-24 21:28:15 +08:00
9e7fbf9567
[NN] JumpingKnowledge ( #3512 )
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* Update
* Fix
2021-11-19 16:37:25 +08:00
31772b142e
fixed typos in docs and docstring ( #3231 )
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Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
2021-08-16 13:58:45 +08:00
2fa7f71ad5
[Doc] new nn api doc ( #2019 )
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* Add dotproduct attention
* [Feature] Add dotproduct attention
* [Feature] Add dotproduct attention
* [Feature] Add dotproduct attention
* [New] Update landing page
* [New] Update landing page
* [New] Update landing page
* [Doc] Update landing page
* [Doc] Update landing page
* [Doc] Update landing page
* [Doc] Update landing page
* [Doc] Update landing page
* [Doc] Update landing page
* [Doc] Update landing page
* [Doc] Update landing page
* [Improvement] use dgl build-in in dotgatconv
* [Doc] review API doc string bottom up
* [Doc] Add doc of input and output features
* [Doc] Update doc string for pooling and transformer.
* [Doc] Reformat doc string and change some wordings.
* [Doc] Doc string refactoring.
* [Doc] Doc string refactoring.
* [Doc] Doc string refactoring.
* [Doc] Doc string refactoring.
* [Doc] Doc string refactoring.
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2020-08-14 18:00:38 +08:00
f25bc176d0
[Hetero] Improve speed of several Hetero APIs ( #1486 )
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* add clone function to frame
* add utest
* replace all local_var with local_scope
* fix utest
* avoid creating canonical types in __getitem__
* lint
* try another utest appraoch for mx
* utest
2020-05-01 15:21:33 +08:00
3efb5d8ecf
[NN] Add HeteroGraphConv module for cleaner module definition ( #1385 )
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* Add HeteroGraphConv
* add custom aggregator; some docstring
* debugging
* rm print
* fix some acc bugs
* fix initialization problem in weight basis
* passed tests
* lint
* fix graphconv flag; add error message
* add mxnet heteroconv
* more fix for mx
* lint
* fix torch cuda test
* fix mx test_nn
* add exhaust test for graphconv
* add tf heteroconv
* fix comment
2020-03-27 18:47:06 +08:00
aa06e4579f
[Doc] Improve the docstring of several nn modules. ( #1187 )
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* upd
* upd
* upd
* upd
* lint
* upd
* upd
* upd
* upd
* upd
Co-authored-by: VoVAllen <VoVAllen@users.noreply.github.com >
2020-01-09 21:14:33 +08:00
ca302a13ac
[Feature] Add dgl.nn.*.Sequential for usability ( #1166 )
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* upd
* upd
* upd
* upd
* lint
* upd
* upd
* upd
* upd
Co-authored-by: VoVAllen <VoVAllen@users.noreply.github.com >
2020-01-09 12:39:22 +08:00
ddb5d804f9
[Refactor] Break NN modules into files ( #859 )
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* break nn modules into files
* break mxnet nn modules
* fix lint
* fix lint
2019-09-16 14:44:15 +08:00
708765f0a1
[NN] RGCN modules ( #744 )
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* rgcn module
* support id input
* WIP: model codes
* use faster index select
* dropout
* self loop
* WIP: link prediction
* fix lint
* WIP: docs
* docstring
* docstring
* merge two child classes
* mxnet rgcn module
* fix lint
* fix lint
* fix rename bug
* add uniform edge sampler
* fix fn name
* docstring
* fix mxnet rgcn module
* fix mx rgcn
* enable test on cuda
2019-08-23 16:38:48 -04:00
rudongyu