Archives for graph-based machine learning models

13 Oct

Facebook’s New Open Source Framework For Training Graph-Based ML Models

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image-16636

Facebook recently open-sourced the graph transformer networks (GTN) framework for effectively training graph-based learning models. In this case, GTN will be used in automatic differentiation of weighted finite-state transducers (WFSTs), which is an expressive and powerful graph. With GTN, researchers can easily construct WFSTs, visualize them, and perform operations on them This framework enables the…

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