gammagl.utils.calc_gcn_norm

class calc_gcn_norm(edge_index, num_nodes, edge_weight=None)[source]

calculate GCN Normalization.

Parameters:

  • edge_index – edge index

  • num_nodes – number of nodes of graph

  • edge_weight – edge weights of graph

Returns:

1-dim Tensor

Return type:

tensor