GOOD.data.good_datasets
This module includes 11 GOOD datasets.
Graph prediction datasets: GOOD-HIV, GOOD-PCBA, GOOD-ZINC, GOOD-SST2, GOOD-CMNIST, GOOD-Motif.
Node prediction datasets: GOOD-Cora, GOOD-Arxiv, GOOD-Twitch, GOOD-WebKB, GOOD-CBAS.
Modules
The GOOD-Arxiv dataset adapted from OGB benchmark. |
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The GOOD-CBAS dataset modified from BA-Shapes. |
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The GOOD-CMNIST dataset following IRM paper. |
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The GOOD-Cora dataset adapted from the full Cora dataset. |
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The GOOD-HIV dataset adapted from MoleculeNet. |
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The GOOD-Motif dataset motivated by Spurious-Motif. |
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The GOOD-PCBA dataset adapted from MoleculeNet. |
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The GOOD-SST2 dataset. |
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The GOOD-Twitch dataset adapted from the Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models. |
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The GOOD-SST2 dataset. |
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The GOOD-WebKB dataset adapted from the Geom-GCN: Geometric Graph Convolutional Networks. |
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The GOOD-ZINC dataset. |
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The GOOD-HIV dataset adapted from MoleculeNet. |
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The original 250k ZINC dataset from the ZINC database and the "Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules" paper |