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 dimensionality of node features after reduction.

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