Commits · cfe6e70b7aac67ce00a768b999dfbd06e726f089 · OpenDAS / dgl

23 Mar, 2021 1 commit

[Example] Temporal Graph Neural Network (#2636) · d04d59ee

Chen Sirui authored Mar 22, 2021



* Add hgat example

* Add experiment

* Clean code

* clear the code

* Add index in README

* Add index in README

* Add index in README

* Add index in README

* Add index in README

* Add index in README

* Change the code title and folder name

* Ready to merge

* Prepare for rebase and change message passing function

* use git ignore to handle empty file

* change file permission to resolve empty file

* Change permission

* change file mode

* Finish Coding

* working code cpu

* pyg compare

* Accelerate with batching

* FastMode Enabled

* update readme

* Update README.md

* refractor code

* Fix Bug

* add a simple temporal sampling method

* test results

* add train speed result

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* fix bug

* Fixed Grammar and Format Issue
Co-authored-by: Chen <chesirui@3c22fbe5458c.ant.amazon.com>
Co-authored-by: Tianjun Xiao <xiaotj1990327@gmail.com>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-4-63.ap-northeast-1.compute.internal>
Co-authored-by: WangXuhongCN <wangxuhongcn@163.com>
Co-authored-by: WangXuhongCN <34096632+WangXuhongCN@users.noreply.github.com>

d04d59ee

22 Mar, 2021 2 commits

[Example] Add implementation of mvgrl (#2739) · bcffdb82

Hengrui Zhang authored Mar 22, 2021



* [Example ]add mvgrl

* [Doc] add mvgrl to readme

* add more comments

* fix typos

* replace tab with space

* [doc] replace tab with space

* [Doc] fix a typo

* fix minor typos

* fix typos

* fix typos

* fix typos

* fix typos

* fix
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

bcffdb82

Gnnexplainer (#2717) · 9aac93ff

KounianhuaDu authored Mar 22, 2021



* gnn-explainer

* gnn-explainer

* gnn-explainer

* gnn-explainer

* fix

* fix

* fix

* readme

* readme
Co-authored-by: zhjwy9343 <6593865@qq.com>

9aac93ff

09 Mar, 2021 2 commits

[Example] Add DimeNet(++) for Molecular Graph Property Prediction (#2706) · 0b47e868

xnouhz authored Mar 09, 2021



* [example] arma

* update

* update

* update

* update

* update

* [example] dimenet

* [docs] update dimenet

* [docs] update tf results

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

0b47e868

[Example] Add implementation of InfoGraph (#2644) · 33175226

Hengrui Zhang authored Mar 09, 2021



* Add implementation of unsupervised model

* [Doc] Update Implementor's information

* [doc] add index of infograph

* [Feature] QM9_v2 Dataset Support

* fix a typo

* move qm9dataset from data to examples

* Update qm9_v2.py

* Infograph -> InfoGraph

* add implementation and results of semi-supervised model

* Update README.md

* Update README.md

* fix a typo

* Remove the duplicated links.

* fix some typos

* fix typos

* update model.py

* update collate fn

* remove unused functions

* Update model.py

* add device option

* Update evaluate_embedding.py

* Update evaluate_embedding.py

* Update unsupervised.py

* Fix typos

* fix bugs

* Update README.md
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

33175226

02 Mar, 2021 1 commit

[Example] Variational Graph Auto-Encoders (#2587) · f7938649

Yu Sun authored Mar 02, 2021



* [Example]Variational Graph Auto-Encoders

* change dgl dataset to single directional graph

* clean code

* refresh
Co-authored-by: Tianjun Xiao <xiaotj1990327@gmail.com>

f7938649

25 Feb, 2021 2 commits

[Example] Add ARMA for Node Classification (#2694) · 491d908b

xnouhz authored Feb 25, 2021



* [example] arma

* update

* update

* update

* update

* update
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

491d908b

[Example] Pytorch Seal example (#2638) · 583aa766

Smile authored Feb 25, 2021

* add seal example

* 1. add paper infomation in examples/README
2. adjust codes
3. option test

* use latest `to_simple` to replace coalesce graph function

* remove outdated codes

* remove useless comment

583aa766

05 Feb, 2021 1 commit
- [Fix] Various Fix after Bug Bash (#2620) · 3ca52b1e
  Mufei Li authored Feb 05, 2021
```
* update

* Misc fix

* Update
```
  3ca52b1e
04 Feb, 2021 1 commit

[Example] Neural Graph Collaborative Filtering (NGCF). (#2612) · 2f71bc50

KounianhuaDu authored Feb 05, 2021



* ngcf

* ngcf

* update

* ngcf

* ngcf

* remove data

* update

* data
Co-authored-by: zhjwy9343 <6593865@qq.com>
Co-authored-by: Zihao Ye <expye@outlook.com>

2f71bc50

27 Jan, 2021 1 commit

[Example] Add Graph Cross Net (GXN) example for pytorch backend (#2559) · 8e981db9

Tianqi Zhang (张天启) authored Jan 27, 2021



* add sagpool example for pytorch backend

* polish sagpool example for pytorch backend

* [Example] SAGPool: use std variance

* [Example] SAGPool: change to std

* add sagpool example to index page

* add graph property prediction tag to sagpool

* [Example] add graph classification example HGP-SL

* [Example] fix sagpool

* fix bug

* [Example] change tab to space in README of hgp-sl

* remove redundant files

* remote redundant network

* [Example]: change link from code to doc in HGP-SL

* [Example] in HGP-SL, change to meaningful name

* [Example] Fix path mistake for 'hardgat'

* [Bug Fix] Fix undefined var bug in LegacyTUDataset

* upt

* [Bug Fix] Fix cache file name bug in TUDataset

* [Example] Add GXN example for pytorch backend

* modify readme

* add more exp result
Co-authored-by: zhangtianqi <tianqizh@amazon.com>
Co-authored-by: Tong He <hetong007@gmail.com>

8e981db9

26 Jan, 2021 1 commit

[Example] DAGNN (#2545) · 8900450d

lt610 authored Jan 26, 2021



* dagnn

* dagnn

* Update README.md

* Update README.md

* fixed some details

* fixed some details

* Update README.md

* Update README.md
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

8900450d

18 Jan, 2021 1 commit

[Example] Add HGP-SL example for pytorch backend (#2515) · b36b6c26

张天启 authored Jan 18, 2021



* add sagpool example for pytorch backend

* polish sagpool example for pytorch backend

* [Example] SAGPool: use std variance

* [Example] SAGPool: change to std

* add sagpool example to index page

* add graph property prediction tag to sagpool

* [Example] add graph classification example HGP-SL

* [Example] fix sagpool

* fix bug

* [Example] change tab to space in README of hgp-sl

* remove redundant files

* remote redundant network

* [Example]: change link from code to doc in HGP-SL

* [Example] in HGP-SL, change to meaningful name

* [Example] Fix path mistake for 'hardgat'
Co-authored-by: zhangtianqi <tianqizh@amazon.com>

b36b6c26

15 Jan, 2021 1 commit

[Example] Add hardGAT example (#2486) · 673cc64c

Chen Sirui authored Jan 15, 2021



* Add hgat example

* Add experiment

* Clean code

* clear the code

* Add index in README

* Add index in README

* Add index in README

* Add index in README

* Add index in README

* Add index in README

* Change the code title and folder name

* Ready to merge

* Prepare for rebase and change message passing function

* use git ignore to handle empty file

* change file permission to resolve empty file

* Change permission

* change file mode
Co-authored-by: Chen <chesirui@3c22fbe5458c.ant.amazon.com>
Co-authored-by: Tianjun Xiao <xiaotj1990327@gmail.com>

673cc64c

14 Jan, 2021 1 commit
- Update example README.md · b1fb3c15
  Minjie Wang authored Jan 14, 2021
  
  b1fb3c15
13 Jan, 2021 2 commits

[Example] GNN-FiLM (#2476) · a9e16c17

KounianhuaDu authored Jan 13, 2021



* gnnfilm

* update

* readme
Co-authored-by: zhjwy9343 <6593865@qq.com>

a9e16c17

[Example] Graph Random Neural Network (#2502) · 80fdcfdf

张恒瑞 authored Jan 13, 2021



* Add Implementation of GRAND

* Performance updated

* Update README.md

add indexing entries

* add indexing entries for grand

* change grand from 2021 to 2020

* [Example] fix some bugs

* [Examples] fix bug
Co-authored-by: 张恒瑞 <hengrui@macbook.local>
Co-authored-by: 张恒瑞 <hengrui@192.168.124.35>
Co-authored-by: zhjwy9343 <6593865@qq.com>

80fdcfdf

04 Jan, 2021 1 commit
- Update README.md (#2485) · 80de340d
  Mufei Li authored Jan 04, 2021
  
  80de340d
28 Dec, 2020 1 commit

[Example] Add sagpool example for pytorch backend (#2429) · 72ef642f

张天启 authored Dec 28, 2020



* add sagpool example for pytorch backend

* polish sagpool example for pytorch backend

* [Example] SAGPool: use std variance

* [Example] SAGPool: change to std

* add sagpool example to index page

* add graph property prediction tag to sagpool
Co-authored-by: zhangtianqi <tianqizh@amazon.com>

72ef642f

26 Dec, 2020 1 commit

[Doc] Implementation Index Page (#2443) · 0018e90c

Mufei Li authored Dec 26, 2020

* Update

* Update

* Update

* Update README.md

* Update README.md

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

0018e90c