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Ran 14 Jan 2021 03:10PM UTC

Files 148

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Committed 14 Jan 2021 02:23PM UTC coverage: 82.359% (+0.1%) from 82.212%

Job # 486.1

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push

travis-ci

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web-flow

Commit Message

[Feature] AGC task & self-supervised auxiliary task (#161)

* add ne based attributed clustering methods and modify sampler for gpu

* fix sampled-trainer, support gpu

* Simplify training outputs

* Add tests for graph clustering task

* add attributed_graph_clustering models: agc, daegc(still have problems though); add test dataset for debugging

* Update docs for agc

* Add __init__.py for agc

* done: add agc leaderboard ongoing: adding self tasks

* add distance2cluster++ with a bug, but good performance

* add scalable-distance-pred, bad performance

* For attributed graph clustering:
add GPU support for the task;
add unit test;
For selftask:
add edgemask, pairwise-distance, distance2clusters, pairwise-attr-sim and distance2clusters++;
add unit test;
For test-data:
expand it to 11 nodes

* pass pre-commit

* fix test errors

* fix typo

* remove pairwise-attr-sim test: bug need further investigation

* remove attr-sim-test

* Add Flickr and modify PPRGo trainer

* update sampling in pairwise-attr-sim

Co-authored-by: Yukuo Cen <cenyk1230@qq.com>
Co-authored-by: THINK2TRY <48679723+THINK2TRY@users.noreply.github.com>

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