H2GB.encoder.Node2VecNodeEncoder

class Node2VecNodeEncoder(dim_emb, dataset, reshape_x=True)

Bases: HeteroPENodeEncoder

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.