ActorDataset(raw_dir=None, force_reload=False, verbose=True, transform=None)[source]¶
Actor-only induced subgraph of the film-directoractor-writer network from Social Influence Analysis in Large-scale Networks <https://dl.acm.org/doi/10.1145/1557019.1557108>, introduced by Geom-GCN: Geometric Graph Convolutional Networks <https://arxiv.org/abs/2002.05287>
Nodes represent actors, and edges represent co-occurrence on the same Wikipedia page. Node features correspond to some keywords in the Wikipedia pages.
Number of Classes: 5
10 train/val/test splits
raw_dir (str, optional) – Raw file directory to store the processed data. Default: ~/.dgl/
force_reload (bool, optional) – Whether to re-download the data source. Default: False
verbose (bool, optional) – Whether to print progress information. Default: True
transform (callable, optional) – A transform that takes in a
DGLGraphobject and returns a transformed version. The
DGLGraphobject will be transformed before every access. Default: None
The graph does not come with edges for both directions.