torch_geometric.transforms.SVDFeatureReduction

class SVDFeatureReduction(out_channels: int)[source]

Bases: BaseTransform

Dimensionality reduction of node features via Singular Value Decomposition (SVD) (functional name: svd_feature_reduction).

Parameters:

out_channels (int) – The dimensionlity of node features after reduction.