Expand description
Node2Vec / Node2Vec+ walk generation (OTF + PreComp).
Grounded against PecanPy:
src/pecanpy/rw/sparse_rw.py(get_normalized_probs,get_extended_normalized_probs)src/pecanpy/rw/dense_rw.py(same semantics for dense graphs)src/pecanpy/pecanpy.py(overall walk skeleton)
Structs§
- Precomputed
Biased Walks - Precomputed alias tables for classic node2vec biased walks (unweighted).
- Weighted
Node2 VecPlus Config - Parameters for weighted node2vec / node2vec+ walk generation.
Functions§
- generate_
biased_ walks_ precomp_ ref - generate_
biased_ walks_ precomp_ ref_ from_ nodes - Precomputed node2vec biased walks, restricted to an explicit set of start nodes.
- generate_
biased_ walks_ precomp_ ref_ parallel_ from_ nodes - Deterministic parallel precomputed node2vec biased walks (delta/sharded start nodes).
- generate_
biased_ walks_ weighted_ plus_ ref - generate_
biased_ walks_ weighted_ ref