44089c8b4d
[Refactor][Graph] Merge DGLGraph and DGLHeteroGraph ( #1862 )
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* 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
fb9d213848
Fix SAGEConv ( #1792 )
2020-07-12 13:32:14 +08:00
d6b4e286b6
RGCN minibatch using homogeneous graph. ( #1745 )
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* minibatch rgcn
* minibatch based rgcn
* remove ogb
* lint
* Add sparse emb
* Fix
* Fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-68-185.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-87-240.ec2.internal >
2020-07-07 00:26:10 +08:00
168a88e570
[Sampling] NodeDataLoader for node classification ( #1635 )
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* 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 )
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* 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
61f007c43b
[NN] Add low memory support for nn.RelGraphConv ( #1631 )
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* Add low memory support for relgraphconv
y
* lint
* Add tf support
* Fix lint
* Fix mxnet
* Fix mxnet
* Fix
* minor fix
* Fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal >
2020-06-15 13:49:11 +08:00
02dd6d9021
[Feature] Add dot product attention ( #1604 )
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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
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2020-06-12 09:29:39 +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
aefc080e30
[Doc] Fix GraphConv math notation ( #1430 )
2020-04-09 11:31:31 +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
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
4af02022b2
[Bug] Multiple fixes ( #1374 )
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* multiple fixes
* lint
* lint x2
2020-03-19 11:19:44 +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
a9520f71ce
[Model][Sampler] GraphSAGE model, bipartite graph conversion & remove edges API ( #1297 )
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* remove edge and to bipartite and graphsage with sampling
* fixes
* fixes
* fixes
* reenable multigpu training
* fixes
* compatibility in DGLGraph
* rename to compact_as_bipartite
* bugfix
* lint
* add offline inference
* skip GPU tests
* fix
* addresses comments
* fix
* fix
* fix
* more tests
* more docs and unit tests
* workaround for empty slice on empty data
2020-03-08 02:38:29 +08:00
978ac41097
[NN] Fix RelGraphConv num_bases error message ( #1309 )
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* Fix RelGraphConv when num_bases is None
* Improve error message in when num_bases is wrong
* Fix integer modulo by zero exception when num_bases is 0
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2020-03-06 01:00:48 +08:00
93ac29ce34
[Refactor] Unify DGLGraph, BatchedDGLGraph and DGLSubGraph ( #1216 )
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* upd
* upd
* upd
* lint
* fix
* fix test
* fix
* fix
* upd
* upd
* upd
* upd
* upd
* upd
* upd
* upd
* upd
* upd
* upd tutorial
* upd
* upd
* fix kg
* upd doc organization
* refresh test
* upd
* refactor doc
* fix lint
Co-authored-by: Minjie Wang <minjie.wang@nyu.edu >
2020-03-05 18:03:57 +08:00
828a5e5bc6
[DGL-LifeSci] Migration and Refactor ( #1226 )
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* First commit
* Update
* Update splitters
* Update
* Update
* Update
* Update
* Update
* Update
* Migrate ACNN
* Fix
* Fix
* Update
* Update
* Update
* Update
* Update
* Update
* Finish classification
* Update
* Fix
* Update
* Update
* Update
* Fix
* Fix
* Fix
* Update
* Update
* Update
* trigger CI
* Fix CI
* Update
* Update
* Update
* Add default values
* Rename
* Update deprecation message
2020-02-04 01:38:09 +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
cf9ba90fd4
[Chem] ACNN and various utilities ( #1117 )
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* Add several splitting methods
* Update
* Update
* Update
* Update
* Update
* Fix
* Update
* Update
* Update
* Update
* Fix
* Fix
* Fix
* Fix
* Fix
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Finally
* CI
2019-12-19 11:54:40 +08:00
870857cfba
udp ( #1083 )
2019-12-09 14:52:20 +08:00
9a0511c8e9
[NN] nn modules & examples update ( #890 )
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* upd
* damn it
* fuck
* fuck pylint
* fudge
* remove some comments about MXNet
* upd
* upd
* damn it
* damn it
* fuck
* fuck
* upd
* upd
* pylint bastard
* upd
* upd
* upd
* upd
* upd
* upd
* upd
* upd
* upd
2019-11-03 17:29:42 -05:00
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
Minjie Wang