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genpark-node2vec-biased-random-walk-embedding-skill

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SUMMARY

Node2Vec 2nd-order biased random walk generator with return (p) and in-out (q) hyperparameters

README.md

genpark-node2vec-biased-random-walk-embedding-skill

Agent Skill implementing Node2Vec 2nd-Order Biased Random Walks exploring local neighborhoods (DFS vs BFS) via return parameter $p$ and in-out parameter $q$.

Architectural Overview

flowchart LR
    StepPrev["Previous Node (t)"] --> StepCur["Current Node (v)"]
    StepCur --> Choice{"Next Node (x)"}
    Choice -- "x == t" --> Return["Weight 1/p (Return Bias)"]
    Choice -- "x in Nbr(t)" --> Local["Weight 1.0 (Local Clustering)"]
    Choice -- "x not in Nbr(t)" --> Explore["Weight 1/q (Exploration / DFS)"]

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