dgl.data.rst 2.5 KB
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.. _apidata:

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dgl.data
=========
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.. currentmodule:: dgl.data
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.. automodule:: dgl.data
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Base Class
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.. autosummary::
    :toctree: ../../generated/
    :nosignatures:
    :template: classtemplate.rst
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    DGLDataset
    CSVDataset
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Node Prediction Datasets
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Datasets for node classification/regression tasks
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.. autosummary::
    :toctree: ../../generated/
    :nosignatures:
    :template: classtemplate.rst

    SSTDataset
    KarateClubDataset
    CoraGraphDataset
    CiteseerGraphDataset
    PubmedGraphDataset
    CoraFullDataset
    AIFBDataset
    MUTAGDataset
    BGSDataset
    AMDataset
    AmazonCoBuyComputerDataset
    AmazonCoBuyPhotoDataset
    CoauthorCSDataset
    CoauthorPhysicsDataset
    PPIDataset
    RedditDataset
    SBMMixtureDataset
    FraudDataset
    FraudYelpDataset
    FraudAmazonDataset
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    BAShapeDataset
    BACommunityDataset
    TreeCycleDataset
    TreeGridDataset
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    WikiCSDataset
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    FlickrDataset
    YelpDataset
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    PATTERNDataset
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    CLUSTERDataset
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    ChameleonDataset
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    SquirrelDataset
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    ActorDataset
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    CornellDataset
    TexasDataset
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    WisconsinDataset
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Edge Prediction Datasets
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Datasets for edge classification/regression and link prediction
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.. autosummary::
    :toctree: ../../generated/
    :nosignatures:
    :template: classtemplate.rst
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    FB15k237Dataset
    FB15kDataset
    WN18Dataset
    BitcoinOTCDataset
    ICEWS18Dataset
    GDELTDataset
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Graph Prediction Datasets
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Datasets for graph classification/regression tasks
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.. autosummary::
    :toctree: ../../generated/
    :nosignatures:
    :template: classtemplate.rst

    QM7bDataset
    QM9Dataset
    QM9EdgeDataset
    MiniGCDataset
    TUDataset
    LegacyTUDataset
    GINDataset
    FakeNewsDataset
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    BA2MotifDataset
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    ZINCDataset
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Dataset adapters
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.. autosummary::
    :toctree: ../../generated/
    :nosignatures:
    :template: classtemplate.rst
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    AsNodePredDataset
    AsLinkPredDataset
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    AsGraphPredDataset
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Utilities
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.. autosummary::
    :toctree: ../../generated/
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    :nosignatures:
    :template: classtemplate.rst
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    utils.get_download_dir
    utils.download
    utils.check_sha1
    utils.extract_archive
    utils.split_dataset
    utils.load_labels
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    utils.save_info
    utils.load_info
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    utils.add_nodepred_split
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    utils.mask_nodes_by_property
    utils.add_node_property_split
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    utils.Subset