BriefGPT.xyz
Apr, 2021
AutoGL：自动化图学习库
AutoGL: A Library for Automated Graph Learning
HTML
PDF
Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang...
TL;DR
AutoGL是首个自动机器学习图形的库，我们提出了包含四个模块的自动机器学习流程：自动特征工程、模型训练、超参数优化和自动集成，其中每个模块都提供了多种最先进的方法和灵活的基类和API。
Abstract
Recent years have witnessed an upsurge of research interests and applications of
machine learning
on
graphs
. Automated
machine learning
(<
→