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GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.
【2019/ICML】DAG-GNN: DAG Structure Learning with Graph Neural Networks 原文链接:https://dreamhomes.github.io/posts/202101041501.html 文章链接:https://arxiv.org/abs/1904.10098 源码链接:https://github.com/fishmoon1234/DAG-GNN TL;DR 论文中提出一种新的DAG编码架构 DAG-GNN,其实模型的本质就是一...
Our implementation is available at https://github.com/jw9730/ehnn.doi:10.48550/arXiv.2208.10428Jinwoo KimSaeyoon OhSungjun ChoSeunghoon HongSpringer, ChamArXiv
【Binarized Neural Networks】论文笔记 [NIPS ‘16]论文地址:https://arxiv.org/pdf/1602.02830.pdf 代码地址:https://github.com/MatthieuCourbariaux/BinaryNet 这篇文章提出了一个新的网络:二值化网络(BNN),在运行时使用二值权重和**。在训练时,二值权重和**用于计算参数梯度。即网络权重和**参数只有1...
Hypergraph neural networks (HGNNs) effectively model complex high-order relationships in domains like protein interactions and social networks by connecting multiple vertices through hyperedges, enhancing modeling capabilities, and reducing information loss. Developing foundation models for hypergraphs is ...
DeepHypergraph: github.com/iMoonLab/Dee (Hypergraph Neural Networks) OpenHGNN: github.com/BUPT-GAMMA/O (Heterogeneous Graph Neural Network) HyperNetX: github.com/pnnl/HyperNe (Community Detection, Clustering, Generation, Visualization) KaHyPar: github.com/kahypar/kahy (Hypergraph Partitioning) HAT: ...
先来看看上图中和vertex有关的第①个类: HyperGraph::Vertex,在g2o的GitHub上(https://github.com/RainerKuemmerle/g2o),它在这个路径...g2o/core/hyper_graph.h 这个 HyperGraph::Vertex 是个abstract vertex,必须通过派生来使用。...然后我们看g2o 类结构图中第②个类,我们看到HyperGraph::Vertex 是通过类Op...
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San Francisco: GitHub, Inc; c2024 [cited 2024 Apr 12]. Available from: https://github.com/iMoonLab/DeepHypergraph. Google Scholar [102] F. Hutter, L. Kotthoff, J. Vanschoren Automated machine learning: methods, systems, challenges Springer Nature, Cham (2019) Google Scholar...