"""Laplace Positional Embedding node encoder. LapPE of size dim_pe will get appended to each node feature vector. n_layers = pecfg.layers # Num. layers in PE encoder model n_heads = pecfg.n_heads # ...

"""Equivariant and Stable Laplace Positional Embedding node encoder. This encoder simply transforms the k-dim node LapPE to d-dim to be later used at the local GNN module as edge weights. empty_mask = ...

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