H2GB.encoder

Encoders

RawNodeEncoder	The raw feature node encoder.
RawEdgeEncoder	The raw feature edge encoder.
HeteroRawNodeEncoder	The heterogeneous raw feature node encoder.
HeteroRawEdgeEncoder	The heterogeneous raw feature edge encoder.
HeteroPENodeEncoder	Configurable Positional Encoding node encoder.
MetapathNodeEncoder	Metapath2Vec based node encoder, based on the MetaPath2Vec model from the "metapath2vec: Scalable Representation Learning for Heterogeneous Networks" paper where random walks based on a given metapath are sampled in a heterogeneous graph, and node embeddings are learned via negative sampling optimization.
Node2VecNodeEncoder	Node2Vec based node encoder, based on the Node2Vec model from the "node2vec: Scalable Feature Learning for Networks" paper where random walks of length walk_length are sampled in a given graph, and node embeddings are learned via negative sampling optimization.
TransENodeEncoder	Knowledge Graph Embedding node encoder, based on the TransE model from the "Translating Embeddings for Modeling Multi-Relational Data" paper.
ComplExNodeEncoder	Knowledge Graph Embedding node encoder, based on the ComplEx model from the "Complex Embeddings for Simple Link Prediction" paper.
DistMultNodeEncoder	Knowledge Graph Embedding node encoder, based on the DistMult model from the "Embedding Entities and Relations for Learning and Inference in Knowledge Bases" paper.
HeteroLabelNodeEncoder	The label node encoder for masked label embedding.