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
0f12763725
[Model] Early stop GAT ( #750 )
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* Add early stop
* add mxnet version
* Poke ci
2019-08-21 14:58:56 +08:00
039a711da1
[Model] fix self-edge bug in GCN and GAT. ( #482 )
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* Update gcn_mp.py
* Update train.py
* Update train.py
* Update train.py
* Update gat_batch.py
* Update gat_batch.py
* Update gcn_mp.py
2019-04-10 09:04:19 -04:00
788d8dd4ad
[Model]PPI dataloader and inductive learning script. ( #395 )
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* Create ppi.py
* Create train_ppi.py
* Update train_ppi.py
* Update train_ppi.py
* Create gat.py
* Update train.py
* Update train_ppi.py
* Update ppi.py
* Update train_ppi.py
* Update ppi.py
* Update train_ppi.py
* Update train_ppi.py
* Update ppi.py
* Update train_ppi.py
* update docs and readme
2019-02-17 16:41:30 -05:00
91b7382378
[Model] update gat ( #390 )
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* update gat: add minus max for softmax
* small fix
2019-02-13 14:53:41 -05:00
ddc2faa547
[Bugfix] Fix gat residual bug ( #355 )
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* fix gat residual bug
* fix the residual addition; output heads; add some shape notations;
* minor
* fix the output head average
* add requests package in requirement
2019-01-12 08:37:01 -05:00
efae0f97d8
[Model] Improve GAT models ( #348 )
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* two better GAT implementations
* update numbers
* use version switch for spmm
* add missing dropout and output heads
2019-01-11 02:02:06 -05:00
Zihao Ye