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
70695ff8f8
[Model] Training GraphSAGE with PyTorch Lightning ( #2878 )
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* pytorch lightning initial examples
* revert most changes in dataloader to favor #2886 .
* address comments
2021-05-11 11:28:13 +08:00
4ddd477f35
[Model] GraphSAGE inductive example ( #1741 )
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* graphsage inductive example
* fix
2020-07-03 11:32:06 +08:00
dc0432e737
[Model] Unsupervised learning with GraphSAGE ( #1440 )
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* unsupervised graphsage first commit
* fix
* disable remove_edges and still got 0.90 performance
* optimize edgeids with multimap
* change hyperparams
* update README
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2020-04-28 17:19:33 +08:00
97bb85d505
[Model] GraphSAGE with control variate sampling on new sampler ( #1355 )
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* control variate first commit
* bug fixes
* split to single and multi GPU
* update readme
* bugfix
* bugfix
* remove push
* bugfix on multi gpu
* update README
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com >
2020-04-26 22:06:21 +08:00
d876680a36
[Model][Perf] Improve sage sampling performance ( #1364 )
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* improve speed
* fix bugs
* upd reg test
2020-03-15 23:20:30 +08:00
650f6ee1e0
[NN] Add commonly used GNN models from examples to dgl.nn modules. ( #748 )
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* gat
* upd
* upd sage
* upd
* upd
* upd
* upd
* upd
* add gmmconv
* upd ggnn
* upd
* upd
* upd
* upd
* add citation examples
* add README
* fix cheb
* improve doc
* formula
* upd
* trigger
* lint
* lint
* upd
* add test for transform
* add test
* check
* upd
* improve doc
* shape check
* upd
* densechebconv, currently not correct (?)
* fix cheb
* fix
* upd
* upd sgc-reddit
* upd
* trigger
2019-08-27 18:21:19 +08:00
f99725adbc
all demo use python-3 ( #555 )
2019-05-23 10:38:05 +08:00
8c750170e8
[Model][Pytorch] GraphSAGE ( #403 )
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* simple implemention of GraphSAGE
* update the abstract method and `torch.nn` modules are more utilized
2019-02-22 15:48:53 -05:00
Mufei Li