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
Zihao Ye