PyTorch-BigGraph: A Large-scale Graph Embedding System

28 Mar 2019Adam LererLedell WuJiajun ShenTimothee LacroixLuca WehrstedtAbhijit BoseAlex Peysakhovich

Graph embedding methods produce unsupervised node features from graphs that can then be used for a variety of machine learning tasks. Modern graphs, particularly in industrial applications, contain billions of nodes and trillions of edges, which exceeds the capability of existing embedding systems... (read more)

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