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add sampling paradigm #10

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add sampling paradigm #10

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Commits on Nov 10, 2023

  1. implement node/layer/graph-wise sampling

    infinity committed Nov 10, 2023
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Commits on Nov 12, 2023

  1. add graphsage. reorganize training scripts in the examples fold.

    infinity committed Nov 12, 2023
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Commits on Nov 13, 2023

  1. update vanillagcn to vanillgnn; reorganize the sampling abstract.

    infinity committed Nov 13, 2023
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Commits on Nov 15, 2023

  1. add lazygcn model, but currently it only supports full-batch evaluati… 

    …on. add recyclingsampling task class.
    infinity committed Nov 15, 2023
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Commits on Nov 17, 2023

  1. update lazygcn to lazygnn, and now lazygnn supports mini-batch evalua… 

    …tion.
    infinity committed Nov 17, 2023
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Commits on Nov 18, 2023

  1. reorganize the code structure; fix some bugs of ClusterGCN.

    infinity committed Nov 18, 2023
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Commits on Nov 21, 2023

  1. support multi-workers dataloading; support multi-subgraphs mini-batch… 

    …-training for ClusterGCN.
    infinity committed Nov 21, 2023
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Commits on Dec 2, 2023

  1. save calculated probability; fix bugs in inductive-learning; add batc… 

    …h-wise evaluation choice (as what PyG does)
    infinity committed Dec 2, 2023
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Commits on Dec 3, 2023

  1. delete useless files.

    infinity committed Dec 3, 2023
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  2. add .gitignore

    infinity committed Dec 3, 2023
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  3. Fix the bug of ClusterGCN 

    make examples clustergcn_nodeclass.py runable.
    @TheRoadQaQ
    TheRoadQaQ committed Dec 3, 2023
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Commits on Dec 4, 2023

  1. GraphSAINT 

    only node sampler
    @TheRoadQaQ
    TheRoadQaQ committed Dec 4, 2023
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  2. implement C++ version of node-wise sampling for one layer.

    infinity committed Dec 4, 2023
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  3. fix tiny bugs for clustergcn, add nodewisesampler and layerwisesampler.

    infinity committed Dec 4, 2023
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  4. add nodewise/layerwise/graphwise-sampler class

    infinity committed Dec 4, 2023
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  5. add nodewise/layerwise/graphwise-sampler class

    infinity committed Dec 4, 2023
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  6. Merge branch 'ssq-dev' of https://github.com/TheRoadQaQ/SGL into ssq-dev

    @TheRoadQaQ
    TheRoadQaQ committed Dec 4, 2023
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Commits on Dec 7, 2023

  1. Add graphsaint.

    @TheRoadQaQ
    TheRoadQaQ committed Dec 7, 2023
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Commits on Dec 8, 2023

  1. add GAugO

    infinity committed Dec 8, 2023
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  2. add GAugO

    infinity committed Dec 8, 2023
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  3. Merge pull request #1 from TheRoadQaQ/ssq-dev 

    Add graphSAINT
    @infinity1009
    infinity1009 authored Dec 8, 2023
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  4. Merge origin/ssq-dev to ssq-dev

    infinity committed Dec 8, 2023
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Commits on Dec 9, 2023

  1. add GAugM

    infinity committed Dec 9, 2023
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Commits on Dec 13, 2023

  1. add FLAG, but currently it doesn't support sampling-based model, and … 

    …doesn't test GAT(only GCN and SAGE for ogbn-arxiv)
    infinity committed Dec 13, 2023
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Commits on Dec 14, 2023

  1. add PyG-Style GNN models, add sampling-based FLAG (Test for Ogbn-Prod… 

    …ucts)
    infinity committed Dec 14, 2023
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Commits on Dec 16, 2023

  1. fix OOM problem when FLAG evaluates on Ogbn-products; test mini-batch… 

    … FLAG with GAT
    infinity committed Dec 16, 2023
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Commits on Dec 19, 2023

  1. add deterministic graph generation part of GAugM

    infinity committed Dec 19, 2023
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Commits on Dec 24, 2023

  1. add Mixup model, which supports minibatch training. add HPO codes for… 

    … GAug
    infinity committed Dec 24, 2023
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  2. change search_config.py

    infinity committed Dec 24, 2023
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Commits on Dec 25, 2023

  1. update hp for GAugOMini; change the adj stack method for ClusterGCN; … 

    …fix GraphSAINT
    infinity committed Dec 25, 2023
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Commits on Jan 6, 2024

  1. remove private information.

    infinity committed Jan 6, 2024
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