The overall framework of AutoGL. (IMAGE)
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AutoGL, one open-sourced automated machine learning library, pioneers the domain of automated machine learning on graphs by presenting a comprehensive library designed to autonomously determine the optimal machine learning strategy for specific graph-related tasks. AutoGL emerges as a trailblazer, offering a user-friendly and adaptable framework. It is the first dedicated framework and library for automated machine learning on graphs, where specialized hyperparameter optimization and NAS algorithms for graphs are included, in addition to classical algorithms.
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