torch_geometric.datasets.Reddit2
- class Reddit2(root: str, transform: Optional[Callable] = None, pre_transform: Optional[Callable] = None)[source]
Bases:
InMemoryDataset
The Reddit dataset from the “GraphSAINT: Graph Sampling Based Inductive Learning Method” paper, containing Reddit posts belonging to different communities.
Note
This is a sparser version of the original
Reddit
dataset (~23M edges instead of ~114M edges), and is used in papers such as SGC and GraphSAINT.- 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
)
STATS:
#nodes
#edges
#features
#classes
232,965
23,213,838
602
41