H2GB.sampler

Samplers

get_NeighborLoader

A heterogeneous graph sampler that performs neighbor sampling as introduced in the "Inductive Representation Learning on Large Graphs" paper.

get_GrashSAINTRandomWalkLoader

A homogeneous random-walk based graph sampler from the "GraphSAINT: Graph Sampling Based Inductive Learning Method" paper.

get_HGTloader

A heterogeneous graph sampler that from the "Heterogeneous Graph Transformer" paper.

get_LINKXLoader

get_NAGloader

Full batch loader for NAGphormer.

get_GOATLoader

get_HINormerLoader