Artificial Intelligence, Data Science, Machine Learning, Programming, Technology.
Node2Vec: Extends DeepWalk by introducing a flexible bias in the random walk procedure, allowing it to balance between breadth-first and depth-first search, thereby capturing both homophily and structural equivalence. LINE (Large-scale Information Network Embedding): Designed to preserve both