torch_geometric.datasets.Flickr
- class Flickr(root: str, transform: Optional[Callable] = None, pre_transform: Optional[Callable] = None, force_reload: bool = False)[source]
Bases:
InMemoryDataset
The Flickr dataset from the “GraphSAINT: Graph Sampling Based Inductive Learning Method” paper, containing descriptions and common properties of images.
- Parameters:
root (str) – Root directory where the dataset should be saved.
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
)
STATS:
#nodes
#edges
#features
#classes
89,250
899,756
500
7