db78fac5df
Update gatv2conv.py doc ( #3486 )
2021-11-09 11:08:04 +08:00
e2f33fd5cc
[NN][Model] GATv2 ( #3473 )
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* [Model][Core] GATv2
* lint
* gatv2conv.py
* lint
* lint
* style and docs
* lint
* gatv2conv fix
Co-authored-by: Shaked Brody shakedbr@campus.technion.ac.il <shakedbr@tangerine.cslcs.technion.ac.il >
Co-authored-by: Mufei Li <mufeili1996@gmail.com >
2021-11-03 21:55:56 +08:00
51c6509704
[NN] Add EGATConv nn.module ( #3425 )
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* added nn pytorch egatconv
* aligned with test build
* aligned with test build
* fixed wihite spaces
* fixed wihite spaces
* fixed wihite spaces
* added missing egatconv in imports
* added indentation in forward
* GATConv based implementation
* removed **kw_args
* added dgl relative imports
* PR corrections
* added DGL Error to EGATConv imports
* Update test_nn.py
Co-authored-by: Argusmocny <k.kaminski@cent.uw.edu.pl >
Co-authored-by: Mufei Li <mufeili1996@gmail.com >
2021-10-28 00:38:08 +08:00
9cc85aed62
[Doc] fix formula in RelGraphConv ( #3285 )
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* [Doc] fix formula in RelGraphConv
* refine descriptions
2021-08-25 17:59:17 +08:00
b4cd60a952
fix relgraphconv bug ( #3256 )
2021-08-23 17:29:14 +08:00
8341244a2d
[Doc] fix formula display issue in EdgeWeightNorm ( #3275 )
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Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
2021-08-21 21:59:26 +08:00
75fca8e4e8
[bugfix] fix the bug of DotGatConv when compute the edge_softmax ( #3272 )
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Co-authored-by: Zihao Ye <expye@outlook.com >
2021-08-20 09:19:00 +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
b576e617ad
[Feature] Add left normalizer for GCN ( #3114 )
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* add left normalizer for gcn
* fix
* fixes and some bug stuff
2021-07-13 12:49:35 +08:00
5798ee8d98
[Performance] Add a warning for ChebConv ( #3099 )
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* add a warning for chebconv
* fix and docstrings
* update bgnn
* fix
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-07-09 14:49:15 +08:00
0851b4df5d
Sageconv doc ( #3093 )
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* revise the doc of forward function in SAGEConv
* remove trailing space
2021-07-05 09:25:56 +08:00
5961c14026
[Doc] EdgeWeightNorm Fix doc ( #3051 )
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Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-06-23 15:49:31 +08:00
ff519f98c3
[API] Standardize Subgraph APIs ( #2929 )
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* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Fix
* Update
* Fix subgraph tests
* Capture stdout for distributed test
* Capture stdout for distributed test
* Update
* Update
* Update
* Update subgraph.cc
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 >
2021-06-21 19:53:37 +08:00
2570d412f9
[NN] Add fast path for GateGCNConv when it has only one edge type ( #2994 )
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* fix gatedgcn
* fix lint
2021-06-12 01:13:18 +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
b03077b60d
[NN] GCNII model added < https://arxiv.org/pdf/2007.02133.pdf > ( #2874 )
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* Auto stash before rebase of "origin/pytorch-nn-working"
GCNII model added
* linting
* linting
* lint
* Frequency Adaptive gcn init comit
* Revert "Frequency Adaptive gcn init comit"
This reverts commit 86a80586ac0040497c1edfa0e80df719992dcc4a.
* Update python/dgl/nn/pytorch/conv/gcn2conv.py
modified docstring
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
* added beta formula and changed param name
* fix docstring
* lint
* white space lint
* update docstring
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
* docstring formula update
* added gcn2
* added GCN2Conv
* Update nn.pytorch.rst
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
2021-05-17 10:25:59 +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
c18f957d0e
[Model] add implementation of twirls ( #2770 )
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* add implementation of twirls
* format the code
* fix some format error, and ignore others
* fix format errors
* fix format errors
* expose unfolding & attention
* Update nn.pytorch.rst
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
2021-05-11 09:58:48 +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
edf644633d
[performance] Optimize the association order of AXW in GraphSAGE. ( #2747 )
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* upd
* lint
* upd
* upd
* compatibility
* upd
* upd
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-03-19 01:41:33 +08:00
3c8382f6b6
Fix typos in zero-in-degree ( #2750 )
2021-03-14 19:13:59 +08:00
7380d61eb9
[NN] Support Unidirectional Bipartite Graphs in CFConv ( #2674 )
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* Update
* update
* Update
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-03-03 16:35:07 +08:00
71d53d9eef
add thumbnails for tutorials ( #2695 )
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Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2021-02-23 20:33:35 +08:00
dda103d9f6
Fix bug in EdgeConv implementation ( #2669 )
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* Update edgeconv.py
* update edgeconv to builtin
* add explanation on why ReLU is not there
* remove redundant code
2021-02-19 13:07:21 +08:00
9e630101a1
fix and lots of tests ( #2650 )
2021-02-12 11:40:05 +08:00
3ca52b1e59
[Fix] Various Fix after Bug Bash ( #2620 )
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* update
* Misc fix
* Update
2021-02-05 17:34:16 +08:00
e4ddafe951
[NN] add multihead in DotGatConv ( #2549 )
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* add multihead in DotGatConv
* Fix spacing issue
* Add Unit test for dotgat
* Modified Unit test for dotgat
* Add transformer like divisor
* Update dotgatconv.py
Co-authored-by: Chen <chesirui@3c22fbe5458c.ant.amazon.com >
Co-authored-by: Zihao Ye <expye@outlook.com >
2021-01-28 21:05:10 +08:00
0855d25501
[NN] Support scalar edge weight for GraphConv, SAGEConv and GINConv ( #2557 )
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* add edge weight in forward
* fix lint
* fix
* fix
* address comments
* add utils
* add util to normalize in gcn way
* fix lint
* add unittest
* fix lint
* fix docstring
* fix docstring
* address comments
* improve notation consistence
* use preferred fn
2021-01-26 23:34:12 +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
54f186bba0
Fix ( #2524 )
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-59-204.ec2.internal >
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2021-01-13 15:09:21 +08:00
d3c1645550
[Performance][Test] New low memory implementation for RGCN and related regression tests ( #2468 )
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* WIP
* finish lowmem impl; benchmarking
* wip
* wip
* fix benchmarks
* fix bug in searchsorted
* update readme
* update
* lint and ogb dependency
* add flags to to_homogeneous
* fix docstring
* address comments
2021-01-04 22:23:59 +08:00
492ad9be81
[Fix] Avoid Overloading Nonzero for PyTorch Backend ( #2434 )
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* Update gatedgraphconv.py
* Update entity_classify.py
* Update data-process.rst
* Update reading_data.py
* Update data-process.rst
* Update utils.py
* Update knowledge_graph.py
* Update entity_classify.py
* Update rdf.py
* Update entity_classify_mb.py
* Update test_classify.py
* Update tensor.py
* Update sparse.py
* Update entity_classify_mp.py
* Update 6_line_graph.py
2020-12-20 13:12:17 +08:00
013d145663
[NN] Attention Retrieval for NN Modules ( #2397 )
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* Update
* Update
2020-12-07 23:42:25 +08:00
45e3e9af2c
[WIP] Misc Fix ( #2359 )
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* Update
* Update
* Update
2020-11-19 23:54:55 +08:00
812f597096
Update appnpconv.py ( #2324 )
2020-11-10 15:37:30 +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
0435b74c48
[Hotfix] Fix layer norm ( #2119 )
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* hotfix
* Fix Layer Norm
Co-authored-by: Ubuntu <ubuntu@ip-172-31-87-240.ec2.internal >
2020-08-28 11:20:33 +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
be444e52d9
[Doc/Feature] Refactor, doc update and behavior fix for graphs ( #1983 )
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* Update graph
* Fix for dgl.graph
* from_scipy
* Replace canonical_etypes with relations
* from_networkx
* Update for hetero_from_relations
* Roll back the change of canonical_etypes to relations
* heterograph
* bipartite
* Update doc
* Fix lint
* Fix lint
* Fix test cases
* Fix
* Fix
* Fix
* Fix
* Fix
* Fix
* Update
* Fix test
* Fix
* Update
* Use DGLError
* Update
* Update
* Update
* Update
* Fix
* Fix
* Fix
* Fix
* Fix
* Fix
* Fix
* Fix
* Update
* Fix
* Update
* Fix
* Fix
* Fix
* Update
* Fix
* Update
* Fix
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Fix
* Fix
* Update
* Update
* Update
* Update
* Update
* Update
* rewrite sanity checks
* delete unnecessary checks
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Fix
* Update
* Update
* Update
* Fix
* Fix
* Fix
* Update
* Fix
* Update
* Fix
* Fix
* Update
* Fix
* Update
* Fix
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
Co-authored-by: Quan Gan <coin2028@hotmail.com >
2020-08-18 04:26:29 +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
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
4672c022a8
[hotfix] no in-degree check on sage ( #2014 )
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* no degre check on sage
* fix pytest
* no in degree check for heteroconv
2020-08-13 13:11:55 +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
4ef01dbb05
[Example] Rgcn support ogbn-mag dataset. ( #1812 )
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* rgcn support ogbn-mag dataset
* upd
* multi-gpu val and test
* Fix
* fix
* Add support for ogbn-mag
* Fix
* Fix
* Fix
* Fix
* Add layer_norm
* update
* Fix merge
* Clean some code
* update Readme
* upd
Co-authored-by: Ubuntu <ubuntu@ip-172-31-68-185.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-87-240.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal >
2020-08-09 15:56:15 +08:00
f7ce48bcd4
[NN] Fix error message of GatedGraphConv ( #1964 )
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Co-authored-by: Zihao Ye <expye@outlook.com >
2020-08-08 23:01:07 +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
Shaked Brody