BriefGPT.xyz
Oct, 2020
k-simplex2vec: node2vec的单纯扩展
k-simplex2vec: a simplicial extension of node2vec
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Celia Hacker
TL;DR
我们提出了一种新颖的方法，将Euclidean特征与simplicial复合体相关联，从而为统计和机器学习工具提供了一种输入方式，同时扩展了node2vec算法以适用于更高维度的单纯形，从而揭示了单纯复合体的结构或图中更高阶的相互作用。
Abstract
We present a novel method of associating
euclidean features
to
simplicial complexes
, providing a way to use them as input to statistical and
mach
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