Skip to content

cora

Bases: graph_dataloader

Source code in tinybig/data/graph_dataloader.py
class cora(graph_dataloader):
    def __init__(self, name: str = 'cora', train_batch_size: int = 64, test_batch_size: int = 64, *args, **kwargs):
        super().__init__(data_profile=CORA_DATA_PROFILE, name=name, train_batch_size=train_batch_size, test_batch_size=test_batch_size)

    def get_train_test_idx(self, X: torch.Tensor = None, y: torch.Tensor = None, *args, **kwargs):
        train_idx = torch.LongTensor(range(140))
        test_idx = torch.LongTensor(range(500, 1500))
        return train_idx, test_idx