1425150459
Fix test naming ( #4023 )
...
Co-authored-by: Mufei Li <mufeili1996@gmail.com >
2022-05-23 17:21:06 +08:00
3fe5eea791
[NN] Label Propagation & Directional Graph Networks ( #4017 )
...
* 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
248bece633
[NN] GINEConv ( #3934 )
...
* Update
* Update
* Update
* Update
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2022-04-25 14:41:05 +08:00
dc5035b1f3
[NN] Add EGNN & PNA ( #3901 )
...
* add EGNN & PNA
* fix egnn issues
* fix pna issues
* update pna conv
* add doc strings
* update pnaconv
* fix unused args issue
* fix moment aggregation issue
Co-authored-by: Mufei Li <mufeili1996@gmail.com >
2022-04-07 17:44:57 +08:00
4c7bd314b4
[Feature] Radius Graph ( #3829 )
...
* radius graph
* remove trailing whitespaces from docs
* disable invalid name for transform func
* disable radius graph module invalid name
* move pylint disable before init
* fix missing nodes from point set
* update docs indexing
* add compute mode as optional param
* radius graph test
* remove trailing whitespaces
* fix precision when comparing tensors
Co-authored-by: Mufei Li <mufeili1996@gmail.com >
2022-03-30 17:23:29 +08:00
8005978e1e
[NN] Grouped reversible residual connections for GNNs ( #3842 )
...
* Update
* Fix
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
2022-03-23 16:58:39 +08:00
0227ddfb66
[NN] Rework RelGraphConv and HGTConv ( #3742 )
...
* WIP: TypedLinear and new RelGraphConv
* wip
* further simplify RGCN
* a bunch of tweak for performance; add basic cpu support
* update on segmm
* wip: segment.cu
* new backward kernel works
* fix a bunch of bugs in kernel; leave idx_a for future
* add nn test for typed_linear
* rgcn nn test
* bugfix in corner case; update RGCN README
* doc
* fix cpp lint
* fix lint
* fix ut
* wip: hgtconv; presorted flag for rgcn
* hgt code and ut; WIP: some fix on reorder graph
* better typed linear init
* fix ut
* fix lint; add docstring
2022-02-23 12:10:20 +08:00
9e358dfe66
[NN] HeteroLinear and HeteroEmbedding ( #3678 )
...
* modify hetero
* modify rst document
* update hetero
* update hetero
* update hetero
* update hetero
* Update
* Update
* Update
* Update
* 20220216
* Update
* Update
* Fix
Co-authored-by: Mufei Li <mufeili1996@gmail.com >
Co-authored-by: ShelkerX <925089962@qq.com >
2022-02-17 16:16:51 +08:00
05c6c3c5ec
[NN] Fix GINConv ( #3692 )
...
* Update
* Update
* Fix
* Update
* Update
* Update
* Update
* Fix
* Update
* Update
* Update
* Update
* Fix lint
* lint
* Update
* Update
* lint fix
* Fix CI
* Fix
* Fix CI
* Update
* Fix
* Update
* Update
* Update ginconv.py
* Update test_nn.py
Co-authored-by: Ubuntu <ubuntu@ip-172-31-31-136.us-west-2.compute.internal >
2022-01-27 12:46:29 +08:00
d6eecf90a1
[NN] TransE and TransR ( #3530 )
...
* Update
* Update
* Update
* Update
* Update
* CI
* CI
* CI
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-12-07 10:13:13 +08:00
c3103b62bf
[BugFix] Fix a bug in TWIRLS, add unittest ( #3573 )
...
* Fix a bug in TWIRLS, add unittest
* reformatting the code
* modify unittest for TWIRLS
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-12-07 00:23:09 +08:00
d2ef24335c
[NN] EdgePredictor ( #3518 )
...
* Update
* Update
* Fix
* Update
* Update
* update
* Fix test
* CI
* CI
2021-12-02 14:25:31 +08:00
ea8b5d7933
fix #2278
2021-11-22 10:53:27 +00:00
7b4b8129e3
Add edge_weight parameters to nn modules ( #3455 )
...
* add
* fix optional docing
* fix
* lint
* add normalized by edge weight
* add test
* fix
* lint
* fix docs
* fix
* fix docs
2021-11-21 14:59:46 +08:00
9e7fbf9567
[NN] JumpingKnowledge ( #3512 )
...
* Update
* Fix
2021-11-19 16:37:25 +08:00
dfa32ae092
[NN] GNNExplainer ( #3490 )
...
* Update
* Update
* Update
* Fix
* Update
* Update
* Update
* Update
* Update
* Update
* Fix
* Fix
* Update
* Update
* Update
* Update
* Update
* Update
* lint fix
* lint fix
* Fix lint
* Update
* Fix CI
* Fix CI
* Fix
* CI
* Fix
* Update
* Fix
* Fix
* Fix CI
* Fix CI
2021-11-11 02:22:22 +08:00
e2f33fd5cc
[NN][Model] GATv2 ( #3473 )
...
* [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 )
...
* 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
8798872f54
[Bug] Do not skip graphconv even no edge exists ( #3416 )
2021-10-14 14:34:42 +08:00
b576e617ad
[Feature] Add left normalizer for GCN ( #3114 )
...
* add left normalizer for gcn
* fix
* fixes and some bug stuff
2021-07-13 12:49:35 +08:00
acd21a6d60
[Feature] Support direct creation from CSR and CSC ( #3045 )
...
* csr and csc creation
* fix
* fix
* fixes to adj transpose
* fine
* raise error if indptr did not match number of nodes
* fix
* huh?
* oh
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2021-06-25 10:05:47 +08:00
2570d412f9
[NN] Add fast path for GateGCNConv when it has only one edge type ( #2994 )
...
* fix gatedgcn
* fix lint
2021-06-12 01:13:18 +08:00
fcfe52aee5
fix residual ( #2962 )
2021-06-01 13:50:39 +08:00
e18c2ab408
[NN] Fix GATConv for Broadcasting with Residual Connections ( #2867 )
...
* 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
edf644633d
[performance] Optimize the association order of AXW in GraphSAGE. ( #2747 )
...
* 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
366cc7ebf3
[Pickle] Fix HeteroGraphConv pickle problem ( #2761 )
...
* fix pickle problem
* lint
* add pickle tests
* fix
* fix
* fix
* fix
* fix for windows
2021-03-18 17:56:28 +08:00
7380d61eb9
[NN] Support Unidirectional Bipartite Graphs in CFConv ( #2674 )
...
* Update
* update
* Update
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-03-03 16:35:07 +08:00
9e630101a1
fix and lots of tests ( #2650 )
2021-02-12 11:40:05 +08:00
1f6eba9ed3
[Bug] Heterogeneous graph convolution bugfix ( #2578 )
...
* fix heterograph conv
* remove test cases
* fix test
* fix test
* fix test
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2021-01-29 09:30:19 +08:00
e4ddafe951
[NN] add multihead in DotGatConv ( #2549 )
...
* 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 )
...
* 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
5da3439c16
[Feature] Add Device Flag in Data Loaders ( #2450 )
...
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2021-01-15 07:39:26 +08:00
54f186bba0
Fix ( #2524 )
...
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 )
...
* 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
013d145663
[NN] Attention Retrieval for NN Modules ( #2397 )
...
* Update
* Update
2020-12-07 23:42:25 +08:00
9088c63592
[Feature] Change the Default Value of transpose in DGLGraph.adj ( #2046 )
...
* Update adj
* Fix
2020-08-18 22:45:46 +08:00
be444e52d9
[Doc/Feature] Refactor, doc update and behavior fix for graphs ( #1983 )
...
* 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
b8a4b446e5
[NN][Fix] fix some random test ( #2031 )
...
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2020-08-17 10:19:31 +08:00
4672c022a8
[hotfix] no in-degree check on sage ( #2014 )
...
* 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 )
...
* 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
5e34ca8bb5
[Feature] Lazy copy ndata, edata to device ( #1986 )
...
* Lazy to device
* remove print
* lint
* Fix
* Fix
* Fix
* Fix
* Fix
* Fix
* Fix
* lint
* Fix
* Revert "Fix"
This reverts commit 615c9b8f80f5f6ee2ab43c849a22f0083deedf3b.
* Add test for frame lazy update
* disable tensorflow
* upd
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal >
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2020-08-12 13:04:47 +08:00
18bfec24cf
[hotfix] Refactor edge softmax module ( #1967 )
...
* upd
* upd
* upd
* upd
* upd
* upd
* upd
* upd
2020-08-07 23:50:12 +08:00
22167f7203
[Refactor] Enable new kernel in all message passing APIs ( #1953 )
...
* WIP: frame refactor
* new frame
* simple update_all builtin
* move all subgraph routines into the same file
* sddmm & spmm schedule; node & edge udf
* degree bucketing
* some tricky 0deg corner cases
* bug in frame append
* merge test_hetero_basics and test_basics
* some code rearange
* fix test_heterograph
* add mean spmm
* enable all builtin combinations
* pass gpu test
* pass pytorch tests
* wip
* fix some pt debugging codes
* fix bug in mxnet backward
* pass all mxnet utests
* passed tf tests
* docstring
* lint
* lint
* fix broadcasting bugs
* add warning and clamp for mean reducer
* add test for zero-degree mean
* address comments
* lint
* small fix
2020-08-07 15:40:25 +08:00
34a067eaa0
[bugfix] Fix the memory leak issue of Cluster GAT under 0.5 kernel and simplify the bipartite GAT. ( #1908 )
...
* uipd
* upd
* upd
* upd
* upd
2020-08-02 00:59:27 +08:00
44089c8b4d
[Refactor][Graph] Merge DGLGraph and DGLHeteroGraph ( #1862 )
...
* Merge
* [Graph][CUDA] Graph on GPU and many refactoring (#1791 )
* change edge_ids behavior and C++ impl
* fix unittests; remove utils.Index in edge_id
* pass mx and th tests
* pass tf test
* add aten::Scatter_
* Add nonzero; impl CSRGetDataAndIndices/CSRSliceMatrix
* CSRGetData and CSRGetDataAndIndices passed tests
* CSRSliceMatrix basic tests
* fix bug in empty slice
* CUDA CSRHasDuplicate
* has_node; has_edge_between
* predecessors, successors
* deprecate send/recv; fix send_and_recv
* deprecate send/recv; fix send_and_recv
* in_edges; out_edges; all_edges; apply_edges
* in deg/out deg
* subgraph/edge_subgraph
* adj
* in_subgraph/out_subgraph
* sample neighbors
* set/get_n/e_repr
* wip: working on refactoring all idtypes
* pass ndata/edata tests on gpu
* fix
* stash
* workaround nonzero issue
* stash
* nx conversion
* test_hetero_basics except update routines
* test_update_routines
* test_hetero_basics for pytorch
* more fixes
* WIP: flatten graph
* wip: flatten
* test_flatten
* test_to_device
* fix bug in to_homo
* fix bug in CSRSliceMatrix
* pass subgraph test
* fix send_and_recv
* fix filter
* test_heterograph
* passed all pytorch tests
* fix mx unittest
* fix pytorch test_nn
* fix all unittests for PyTorch
* passed all mxnet tests
* lint
* fix tf nn test
* pass all tf tests
* lint
* lint
* change deprecation
* try fix compile
* lint
* update METIDS
* fix utest
* fix
* fix utests
* try debug
* revert
* small fix
* fix utests
* upd
* upd
* upd
* fix
* upd
* upd
* upd
* upd
* upd
* trigger
* +1s
* [kernel] Use heterograph index instead of unitgraph index (#1813 )
* upd
* upd
* upd
* fix
* upd
* upd
* upd
* upd
* upd
* trigger
* +1s
* [Graph] Mutation for Heterograph (#1818 )
* mutation add_nodes and add_edges
* Add support for remove_edges, remove_nodes, add_selfloop, remove_selfloop
* Fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal >
* upd
* upd
* upd
* fix
* [Transfom] Mutable transform (#1833 )
* add nodesy
* All three
* Fix
* lint
* Add some test case
* Fix
* Fix
* Fix
* Fix
* Fix
* Fix
* fix
* triger
* Fix
* fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal >
* [Graph] Migrate Batch & Readout module to heterograph (#1836 )
* dgl.batch
* unbatch
* fix to device
* reduce readout; segment reduce
* change batch_num_nodes|edges to function
* reduce readout/ softmax
* broadcast
* topk
* fix
* fix tf and mx
* fix some ci
* fix batch but unbatch differently
* new checkk
* upd
* upd
* upd
* idtype behavior; code reorg
* idtype behavior; code reorg
* wip: test_basics
* pass test_basics
* WIP: from nx/ to nx
* missing files
* upd
* pass test_basics:test_nx_conversion
* Fix test
* Fix inplace update
* WIP: fixing tests
* upd
* pass test_transform cpu
* pass gpu test_transform
* pass test_batched_graph
* GPU graph auto cast to int32
* missing file
* stash
* WIP: rgcn-hetero
* Fix two datasety
* upd
* weird
* Fix capsuley
* fuck you
* fuck matthias
* Fix dgmg
* fix bug in block degrees; pass rgcn-hetero
* rgcn
* gat and diffpool fix
also fix ppi and tu dataset
* Tree LSTM
* pointcloud
* rrn; wip: sgc
* resolve conflicts
* upd
* sgc and reddit dataset
* upd
* Fix deepwalk, gindt and gcn
* fix datasets and sign
* optimization
* optimization
* upd
* upd
* Fix GIN
* fix bug in add_nodes add_edges; tagcn
* adaptive sampling and gcmc
* upd
* upd
* fix geometric
* fix
* metapath2vec
* fix agnn
* fix pickling problem of block
* fix utests
* miss file
* linegraph
* upd
* upd
* upd
* graphsage
* stgcn_wave
* fix hgt
* on unittests
* Fix transformer
* Fix HAN
* passed pytorch unittests
* lint
* fix
* Fix cluster gcn
* cluster-gcn is ready
* on fixing block related codes
* 2nd order derivative
* Revert "2nd order derivative"
This reverts commit 523bf6c249bee61b51b1ad1babf42aad4167f206.
* passed torch utests again
* fix all mxnet unittests
* delete some useless tests
* pass all tf cpu tests
* disable
* disable distributed unittest
* fix
* fix
* lint
* fix
* fix
* fix script
* fix tutorial
* fix apply edges bug
* fix 2 basics
* fix tutorial
Co-authored-by: yzh119 <expye@outlook.com >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-7-42.us-west-2.compute.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-1-5.us-west-2.compute.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-68-185.ec2.internal >
2020-07-28 14:30:41 +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
f25b1a064d
[Feature] Autograd of gspmm and gsddmm on PyTorch/MXNet/Tensorflow ( #1680 )
...
* init
* reverse(by minjie
* upd
* upd
* upd
* upd
* upd
* upd
* upd
* gpu
* upd
* upd
* upd
* upd
* udp
* upd
* upd
* imidiot
* fix
* upd
* upd
* upd
* udp
* upd
* upd
* fix
* udp
* upd
* upd
* upd
* upd
* upd
* fix
* remove redundency
* upd
* upd
* upd
* cache
* upd
* upd
* upd
* upd
* upd
* udp
* upd
* trigger
* upd
* fix
* upd
* unused import
* upd
* upd
2020-07-13 23:21:22 +08:00
fb9d213848
Fix SAGEConv ( #1792 )
2020-07-12 13:32:14 +08:00
168a88e570
[Sampling] NodeDataLoader for node classification ( #1635 )
...
* neighbor sampler data loader first commit
* more commit
* nodedataloader
* fix
* update RGCN example
* update OGB
* fixes
* fix minibatch RGCN crashing with self loop
* reverting gatconv test code
* fix
* change to new solution that doesn't require tf dataloader
* fix
* lint
* fix
* fixes
* change doc
* fix docstring
* docstring fixes
* return seeds and input nodes from data loader
* fixes
* fix test
* fix windows build problem
* add pytorch wrapper
* fixes
* add pytorch wrapper
* add unit test
* add -1 support to sample_neighbors & fix docstrings
* docstring fix
* lint
* add minibatch rgcn evaluations
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
Co-authored-by: Tong He <hetong007@gmail.com >
2020-07-02 16:31:05 +08:00
b6c4deb4e9
[NN] ChebConv update ( #1460 )
...
* New version for the convolutional layer
* Minor changes
* Minor changes
* Update python/dgl/nn/pytorch/conv/chebconv.py
Co-authored-by: Zihao Ye <zihaoye.cs@gmail.com >
* Resolved variable miss-naming, import simplifying and raising warning
* Added dg_warnings instead of warnings.warn
* add doc
* upd
* upd
Co-authored-by: Zihao Ye <zihaoye.cs@gmail.com >
Co-authored-by: yzh119 <expye@outlook.com >
2020-06-24 15:59:44 +08:00
nv-dlasalle