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Ran 02 Mar 2021 01:58PM UTC

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Committed 02 Mar 2021 01:32PM UTC coverage: 82.579% (-0.08%) from 82.655%

Job # 606.1

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push

travis-ci

Committed by

web-flow

Commit Message

[Model] Graphsaint (#194)

* Reformat code

* Add custom dataset and remove dependency on PyG of stpgnn

* Fix a bug in experiment

* Add PPI and PPI-Large

* Fix bugs in PPRGo trainer

* Fix bugs in subgraph sampling

* Simplify node_classification test

* Add tests for graphsage

* Add dataset description

* Support multi-label classification

* Add dataset description and support multi-label classification

* Resolve conflicts

* Fix bugs in dblp/youtube-ne dataset

* Update README

* Modify GAT for inductive settings

* Modify GAT for inductive settings

* Modify GAT for inductive settings and add tests

* Fix bugs in GAT test

* [Feature] remove ogb's dependency on pyg

* fix typo

* modify graphsaint

* fix typo

* modify sampled trainer

* Add ClusterGCN and modify Trainers

* Add hyper-parameters for several models

* Add gespmm and apply to gcn-like models

* Add src of gespmm

* [Feature] add graphsaint model; modify graphsaint sampler: using subgraph operation in cogdl.data

* remove lineprofiler

* pass tests

* [Feature] add unit test for graphsaint; add architectural parameters for args

* remove redundant lines

* Fix bugs in ogb.py

Co-authored-by: THINK2TRY <48679723+THINK2TRY@users.noreply.github.com>

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13102 of 15866 relevant lines covered (82.58%)

0.83 hits per line

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