3d16000b41
[Bugfix][nn/PyTorch]: add checks to avoid view/reshape (0, -1, *) on empty tensors ( #7894 )
2025-08-01 07:53:10 +08:00
29e6661523
[Optimization] Optimize bias term in GatConv layer ( #5466 )
2023-04-05 23:17:10 +08:00
d45eafd47f
[NN] add gatconv edge_weight ( #5503 )
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Co-authored-by: venzino-han <venzino.han@buzzvil.com >
Co-authored-by: Mufei Li <mufeili1996@gmail.com >
2023-03-31 19:53:49 +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
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
3f6f694159
[Bug fix] Various fix from bug bash ( #3133 )
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* Update
* Update
* Update dependencies
* Update
* Update
* Fix ogbn-products gat
* Update
* Update
* Reformat
* Fix typo in node2vec_random_walk
* Specify file encoding
* Working for 6.7
* Update
* Fix subgraph
* Fix doc for sample_neighbors_biased
* Fix hyperlink
* Add example for udf cross reducer
* Fix
* Add example for slice_batch
* Replace dgl.bipartite
* Fix GATConv
* Fix math rendering
* Fix doc
Co-authored-by: Ubuntu <ubuntu@ip-172-31-28-17.us-west-2.compute.internal >
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-22-156.us-west-2.compute.internal >
2021-07-15 09:17:15 +08:00
fcfe52aee5
fix residual ( #2962 )
2021-06-01 13:50:39 +08:00
50492d56a8
Fixing issue #2921 ( #2922 )
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* fixing #2921
* fixing #2921
2021-05-18 09:54:38 +08:00
9983107384
[Feature] Support multidimensional features for GAT ( #2912 )
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* support multidimensional features for GAT
* docstring
* lint
* fix
2021-05-15 02:47:23 +08:00
e18c2ab408
[NN] Fix GATConv for Broadcasting with Residual Connections ( #2867 )
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* Update
* update
Co-authored-by: Ubuntu <ubuntu@ip-172-31-59-108.us-west-2.compute.internal >
2021-04-27 14:36:06 +08:00
cfe6e70b7a
RGAT baseline for OGB-LSC node classification challenge ( #2810 )
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* RGAT baseline
* update links (data.dgl.ai hasn't refreshed yet)
* nvm still use dgl.ai domain
* descriptions
* actually it took less
* address comments
* stop worrying about cache
* update links
* oops
2021-04-05 18:21:18 +08:00
3c8382f6b6
Fix typos in zero-in-degree ( #2750 )
2021-03-14 19:13:59 +08:00
6c23fba8fa
[Doc][Org] move edge_softmax to functional ( #2442 )
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* move edge_softmax to functional
* change examples
* fixes
* revert
* fix
* fix
* remove
* fix
* test
* add init
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2021-01-26 12:46:37 +08:00
bedccc2392
fix 2532 ( #2533 )
2021-01-14 13:40:25 +08:00
013d145663
[NN] Attention Retrieval for NN Modules ( #2397 )
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* Update
* Update
2020-12-07 23:42:25 +08:00
6b0d42db15
Fix typo ( #2235 )
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Co-authored-by: Chao Ma <mctt90@gmail.com >
2020-09-25 16:40:22 +08:00
65866989c0
[NN] [Doc] Fix nn api doc ( #2047 )
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* fix mxnet nn doc and no note on chebconv
* change notes to note to highlight
2020-08-18 23:47:16 +08:00
b1e69105d4
[Doc] API Doc update for mxnet and tf, remove some degree check ( #2028 )
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* mx tf relconv
* use method instead of private attr
* src and dst have different fc for gat
* update edgeconv
* change sage and sgconv
* no degree check on gin
* add remainding API doc
* fix pylint
* infer fc_src and fc_dst, only one tensor for block
* fix pytest
2020-08-17 13:23:44 +08:00
69f5869f3b
[Doc] NN doc refactor Conv Layers ( #1672 )
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* go through gcn, relgcn
* fix tagconv formula
* fix doc in sageconv
* fix sgconv doc
* replace hat with tilde
* more comments on gmmconv
* fix agnnconv chebconv doc
* modify nnconv doc
* remove &
* add nn conv examples
* Rebase master
* More merge conflicts
* check homo
* add back self loop for some convs, check homo in tranform
* add example for denseconv
* add example and doc for dotgat and cfconv
* check in-degree for graphconv
* add language fix
* gconv address all comments
* another round of change based on api template
* change agnn
* go through agnn, appnp, atomic, cf, cheb, dense, gat, sage modules
* finish pytorch part of nn conv
* mxnet graphconv done
* tensorflow graphconv works
* add new modules into doc
* add comments to not split code
* refine doc
* resr
* more comments
* more fix
* finish conv and dense conv part api
* pylint fix
* fix pylink
* fix pylint
* more fix
* fix
* fix test fail because zere in degree
* fix test fail
* sage is not update for mxnet tf
Co-authored-by: Ubuntu <ubuntu@ip-172-31-0-81.us-east-2.compute.internal >
2020-08-12 18:47:19 +08:00
18bfec24cf
[hotfix] Refactor edge softmax module ( #1967 )
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* upd
* upd
* upd
* upd
* upd
* upd
* upd
* upd
2020-08-07 23:50:12 +08:00
34a067eaa0
[bugfix] Fix the memory leak issue of Cluster GAT under 0.5 kernel and simplify the bipartite GAT. ( #1908 )
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* uipd
* upd
* upd
* upd
* upd
2020-08-02 00:59:27 +08:00
ec2e24be6d
[Feature] Slice dstnode features in NN modules ( #1838 )
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* slice dstdata from srcdata within nn module
* a bunch of fixes
* add comment
* fix gcmc layer
* repr for blocks
* fix
* fix context
* fix
* do not copy internal columns
* docstring
2020-07-25 21:57:49 +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
af61e2fbb4
[Feature] Support nn modules for bipartite graphs. ( #1392 )
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* init gat
* fix
* gin
* 7 nn modules
* rename & lint
* upd
* upd
* fix lint
* upd test
* upd
* lint
* shape check
* upd
* lint
* address comments
* update tensorflow
Co-authored-by: Quan Gan <coin2028@hotmail.com >
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2020-03-29 16:48:38 +08:00
988c8b20a4
[DOC] Improve the docstring of GATConv and new APIs ( #1339 )
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* upd
* upd
* upd
* upd
* upd
2020-03-11 01:14:22 +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
ikun