torch_geometric.datasets.GemsecDeezer

class GemsecDeezer(root: str, name: str, transform: Optional[Callable] = None, pre_transform: Optional[Callable] = None, force_reload: bool = False)[source]

Bases: InMemoryDataset

The Deezer User Network datasets introduced in the “GEMSEC: Graph Embedding with Self Clustering” paper. Nodes represent Deezer user and edges are mutual friendships. The task is multi-label multi-class node classification about the genres liked by the users.

Parameters:

  • root (str) – Root directory where the dataset should be saved.

  • name (str) – The name of the dataset ("HU", "HR", "RO").

  • transform (callable, optional) – A function/transform that takes in an torch_geometric.data.Data object and returns a transformed version. The data object will be transformed before every access. (default: None)

  • pre_transform (callable, optional) – A function/transform that takes in an torch_geometric.data.Data object and returns a transformed version. The data object will be transformed before being saved to disk. (default: None)

  • force_reload (bool, optional) – Whether to re-process the dataset. (default: False)