isLouisHsu / isLouisHsu/isLouisHsu.github.io
Graph Neural Network | LOUIS' BLOG
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Description
https://louishsu.xyz/2020/06/13/Graph-Neural-Network/
目录《深入浅出图神经网络》阅读笔记，这本书非常OK，看着没多少字，都是干货，比什么《xxx从入门到精通》类的书好太多。 目录 图卷积神经网络(GCN) 图信号 拉普拉斯算子 图傅里叶变换 GFT与IGFT 总变差(TV) 图信号的频域描述 图滤波器 定义 拉普拉斯矩阵多项式拓展形式 空域角度 频域角度 图卷积的定义 滤波器的参数化 频域图卷积模型 频率响应函数的参数化 拉普拉斯矩阵多项式
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Assessment
- Tech stack
- machine-learning
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- content, machine-learning
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- Documentation
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- 5/5
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- Over a week
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- 15/100