Many-Graph Datasets

These datsets are composed of many small graphs. Each is presented as a torch_geometric.data.InMemoryDataset object.

Tasks, node features and edge features vary between datasets. Currently we don’t present dynamic graphs, multi-graphs or temporal graphs.

Additionally the functions get_X_datasets() retrieve multiple datasets at once.

• From Real Data
  • CoraDataset
  • FacebookDataset
  • FromOGBDataset
  • FromTUDataset
  • LivejournalDataset
  • NeuralDataset
  • PennsylvaniaRoadDataset
  • RedditDataset
  • TwitchEgoDataset
  • from_ogb_dataset()
  • from_tu_dataset()
• Synthetic
  • CommunityDataset
  • RandomDataset
  • TreeDataset
• Functions & Loaders
  • get_all_datasets()
  • get_datasets()
  • get_edge_task_datasets()
  • get_graph_classification_datasets()
  • get_graph_regression_datasets()
  • get_graph_task_datasets()
  • get_node_task_datasets()
  • get_test_datasets()
  • get_train_datasets()
  • get_val_datasets()

Citing

@misc{big-graph-dataset,
title = {{Big Graph Dataset} Documentation},
howpublished = {https://big-graph-dataset.readthedocs.io/}}