线性变换:将特征聚合后的结果与一个权重矩阵相乘,进行线性变换,以捕捉节点的局部结构信息。
很多问题在本质是都可以表示为图的形式。在真实世界中,我们会发现很多数据其实是以图的形式存在的,比如分子网络,社交网络以及论文引用网络等等。
රාත්රී ආහාරවේල ඇත්තටම වැදගත්ද..? සෞඛ්ය සම්පන්නව දිවි ගෙවන්න කැමති ඔබට මේ ලිපිය ගොඩක් වැදගත් වේවි..
Nadya Suleman, who is understood to the earth as Octomom right after giving beginning to octuplets, shared a uncommon glimpse into her lifestyle like a mom of 14.
Whilst longtime admirers in the Kardashian spouse and children are utilized to realizing most particulars about Kylie Jenner's courting life, her partnership with "Dune" actor Timothée Chalamet has long been so uncharacteristically very low-critical, enthusiasts weren't even sure they had been courting till they had been spotted kissing at certainly one of Beyoncé's "Renaissance" tour stops in Los Angeles in September.
For those who remember/like the TV clearly show “I Love the 80s” (VH1, anybody?), Then you really’ll enjoy this documentary that Gossip-celebrity-news.com appears within the equipment innovations and hilarity that happened all through that decadent ten years.
图表示:首先,将图数据表示为邻接矩阵或邻接列表的形式,其中每个节点表示为一个特征向量。
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දිගු කාලයක් දෑත් හිරි වැටීම භයානක විය හැකි බව දන්නවාද?
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තනිකඩ පිරිමින්ට දැන් "ආරියා" මිලදී ගන්න පුළුවන්... මිල ගණන් මෙන්න...
首先让我们看邻接矩阵的第一行,可以看到结点A连接着结点E。而结果矩阵中的第一行其实就是结点E的特征向量。类似地,结果矩阵中的第二行就是界定D与结点E的加和。通过这样一种处理,我们可以得到结点所有邻居的特征加和向量。
现在这个问题变成了我们要如何标准化加和得到的向量?或者说我们如何将特定结点邻居的信息传递给该结点?
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