b04cf65b2b
[Bugfix] Fix sparseadam bug in metapath2vec(pytorch) ( #2607 )
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It seems that there is a bug in Sparseadam in PyTorch, and it can be temporarily fixed by:
optimizer = optim.SparseAdam(list(self.skip_gram_model.parameters()), lr=self.initial_lr)
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-02-03 17:27:20 +08:00
a8ce095724
update the code of examples/pytorch/metapath2vec.py ( #2463 )
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Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
2021-01-02 01:02:01 +08:00
de34e15abb
fix metapath2vec on custom datasets ( #1499 )
2020-05-08 12:51:10 +08:00
ddeb86f91c
[Example] metapath2vec ( #764 )
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* Prepare for metapath sampler
This file is just for reviewing metapath sampling algorithm (Python version).
* Delete metapath_sampler
* Prepare for metapath sampler
This file is just for reviewing metapath sampling algorithm (Python code).
* Add files via upload
* Create metapath2vec.md
* Add files via upload
* Delete data_handler.py
* Delete word2vec.py
* Delete word_train.py
* Add files via upload
Metapath2vec implementations. Metapath2vec++ needs negative sampler optimization.
* Delete shuffle_training.py
* Delete test.py
* Add files via upload
* Delete sampler.py
* Delete metapath_sampler.md
* Add files via upload
* Update and rename shuffle_training.py to metapath2vec.py
* Update reading_data.py
* Update metapath2vec.md
* Update metapath2vec.md
* Update metapath2vec.md
* Update metapath2vec.md
* Update metapath2vec.md
* Create label 2
* Delete label 2
* Create testing.md
* Add files via upload
* Create sample.md
* Add files via upload
* Delete sampler.py
* Add files via upload
* Delete googlescholar.8area.author.label.txt
* Delete googlescholar.8area.venue.label.txt
* Delete testing.md
* Delete id_author.txt
* Delete id_conf.txt
* Delete paper.txt
* Delete paper_author.txt
* Delete paper_conf.txt
* Delete sample.md
* Delete sampler.py
* Add files via upload
* Add files via upload
* Add files via upload
* Delete reading_data.py
* Add files via upload
* Add files via upload
* Delete metapath2vec.py
* Add files via upload
* Rename shuffle_training.py to metapath2vec.py
* Update metapath2vec.md
* Delete reading_data.py
* add comments and remov e commented codes
2019-09-02 00:03:21 -07:00
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