论文地址:https://openreview.net/forum?id=SHbhHHfePhP
开源代码:https://github.com/hanjq17/GMN
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清华 AIR、计算机系与腾讯 AI Lab 合作,共同提出等变图力学网络,实现了理论力学中的一类重要任务—多刚体系统模拟。
论文地址:https://openreview.net/forum?id=SHbhHHfePhP
开源代码:https://github.com/hanjq17/GMN
机器学习是人工智能的一个分支,是一门多领域交叉学科,涉及概率论、统计学、逼近论、凸分析、计算复杂性理论等多门学科。机器学习理论主要是设计和分析一些让计算机可以自动“学习”的算法。因为学习算法中涉及了大量的统计学理论,机器学习与推断统计学联系尤为密切,也被称为统计学习理论。算法设计方面,机器学习理论关注可以实现的,行之有效的学习算法。
图网络即可以在社交网络或其它基于图形数据上运行的一般深度学习架构,它是一种基于图结构的广义神经网络。图网络一般是将底层图形作为计算图,并通过在整张图上传递、转换和聚合节点特征信息,从而学习神经网络基元以生成单节点嵌入向量。生成的节点嵌入向量可作为任何可微预测层的输入,并用于节点分类或预测节点之间的连接,完整的模型可以通过端到端的方式训练。