torch_geometric.datasets.GitHub

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

Bases: InMemoryDataset

GitHub Web 和 ML 开发者数据集在 “多尺度属性节点嵌入” 论文中介绍。 节点代表 github:`GitHub 上的开发者，边是相互 关注关系。 它包含 37,300 个节点，578,006 条边，128 个节点特征和 2 个类别。

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)

统计:

#节点

#edges

#特性

#classes

37,700

578,006

0

2