JGNN: Graph Neural Networks on native Java

JGNN: Graph Neural Networks on native Java

We introduce JGNN, an open source Java library to define, train, and run Graph Neural Networks (GNNs) under limited resources. The library is cross-platform and implements memory-efficient machine learning components without external dependencies. Model definition is simplified by parsing Python-lik...

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Bibliographic Details
Main Authors: Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:SoftwareX
Subjects:
Graph neural networks
Machine learning
Edge computing
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711023001553

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http://www.sciencedirect.com/science/article/pii/S2352711023001553

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