wehub-resource-sync
48 lines
8.1 KiB
ReStructuredText
48 lines
8.1 KiB
ReStructuredText
Dataset (Temporary)
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.. table::
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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| Datset Name | Usage |# of graphs|Avg. # of nodes|Avg. # of edges| Node field |Edge field |Temporal|
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+================+==========================================================+===========+===============+===============+============================================+===========+========+
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|BitcoinOTC |BitcoinOTC() | 136| 6005.00| 21209.98| |h |True |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|Cora |CitationGraphDataset('cora') | 1| 2708.00| 10556.00|train_mask, val_mask, test_mask, label, feat| |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|Citeseer |CitationGraphDataset('citeseer') | 1| 3327.00| 9228.00|train_mask, val_mask, test_mask, label, feat| |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|PubMed |CitationGraphDataset('pubmed') | 1| 19717.00| 88651.00|train_mask, val_mask, test_mask, label, feat| |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|QM7b |QM7b() | 7211| 15.42| 244.95| |h |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|Reddit |RedditDataset() | 1| 232965.00| 114615892.00|train_mask, val_mask, test_mask, feat, label| |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|ENZYMES |TUDataset('ENZYMES') | 600| 32.63| 124.27|node_labels, node_attr | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|DD |TUDataset('DD') | 1178| 284.32| 1431.32|node_labels | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|COLLAB |TUDataset('COLLAB') | 5000| 74.49| 9830.00| | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|MUTAG |TUDataset('MUTAG') | 188| 17.93| 39.59|node_labels |edge_labels|False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|PROTEINS |TUDataset('PROTEINS') | 1113| 39.06| 145.63|node_labels, node_attr | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|PPI |PPIDataset('train')/PPIDataset('valid')/PPIDataset('test')| 20| 2245.30| 63563.70|feat | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|KarateClub |KarateClub() | 1| 34.00| 156.00|label | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|Amazon computer |AmazonCoBuy('computers') | 1| 13752.00| 574418.00|feat, label | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|Amazon photo |AmazonCoBuy('photo') | 1| 7650.00| 287326.00|feat, label | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|Coauthor cs |Coauthor('cs') | 1| 18333.00| 327576.00|feat, label | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|Coauthor physics|Coauthor('physics') | 1| 34493.00| 991848.00|feat, label | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|GDELT |GDELT('train')/GDELT('valid')/GDELT('test') | 2304| 23033.00| 811333.15| |rel_type |True |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|ICEWS18 |ICEWS18('train')/ICEWS18('valid')/ICEWS18('test') | 240| 23033.00| 192640.22| |rel_type |True |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+
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|CoraFull |CoraFull() | 1| 19793.00| 130622.00|feat, label | |False |
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+----------------+----------------------------------------------------------+-----------+---------------+---------------+--------------------------------------------+-----------+--------+ |