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

GOOD.data.good_datasets.good_arxiv

The GOOD-Arxiv dataset adapted from OGB benchmark.

GOOD.data.good_datasets.good_cbas

The GOOD-CBAS dataset modified from BA-Shapes.

GOOD.data.good_datasets.good_cmnist

The GOOD-CMNIST dataset following IRM paper.

GOOD.data.good_datasets.good_cora

The GOOD-Cora dataset adapted from the full Cora dataset.

GOOD.data.good_datasets.good_hiv

The GOOD-HIV dataset adapted from MoleculeNet.

GOOD.data.good_datasets.good_motif

The GOOD-Motif dataset motivated by Spurious-Motif.

GOOD.data.good_datasets.good_pcba

The GOOD-PCBA dataset adapted from MoleculeNet.

GOOD.data.good_datasets.good_sst2

The GOOD-SST2 dataset.

GOOD.data.good_datasets.good_twitch

The GOOD-Twitch dataset adapted from the Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models.

GOOD.data.good_datasets.good_twitter

The GOOD-SST2 dataset.

GOOD.data.good_datasets.good_webkb

The GOOD-WebKB dataset adapted from the Geom-GCN: Geometric Graph Convolutional Networks.

GOOD.data.good_datasets.good_zinc

The GOOD-ZINC dataset.

GOOD.data.good_datasets.lbap_core

The GOOD-HIV dataset adapted from MoleculeNet.

GOOD.data.good_datasets.orig_zinc

The original 250k ZINC dataset from the ZINC database and the "Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules" paper