infer_anchors_from_degree

class infer_anchors_from_degree(dataset: Dataset, topk_ratio: float = 0.1)[source]

Bases:

Infer anchor node pairs based on degree similarity. The number of anchor pairs is calculated by taking the top k% of the minimum number of nodes in the two graphs.

Parameters:

datasetDataset: The dataset containing the graphs to be aligned.
topk_ratiofloat, optional: The ratio of the number of anchor pairs to the minimum number of nodes in the two graphs. Default is 0.1.

Returns:

anchorstorch.Tensor: The inferred anchor pairs.