复杂网络研究资源整理和基础知识学习

02-23 16:38

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复杂网络研究资源整理和基础知识学习

Books10个子项

Complex Networks and Their applications_1.pdf

Complex Networks and Their applications_2.pdf

Complexity-Theory-Book.pdf

Introduction to Graph Neural Networks.pdf

复杂系统与复杂网络_何大韧.pdf

复杂网络讲义.pdf

数学之美.pdf

网络科学导论.pdf

Complex_Network_Analysis12个子项

Advanced Network Construction.ipynb

Complex Network Analysis in Python.pdf

Construct a simple network with NetworkX.ipynb

Dataset4个子项

Gephi 使用介绍.md

Measuring Networks.ipynb

社会网络简单理解.md

链路预测_数据集划分.ipynb

链路预测_评价指标.ipynb

链路预测_问题描述.ipynb

GNN3个子项

GCN_code7个子项

GCN_keras.ipynb

GCN_numpy.ipynb

GCN_pytorch.ipynb

GCN_tensorflow.ipynb

GraphSAGE_keras.ipynb

GraphSAGE_pytorch.ipynb

data

tutorial13个子项

Advancements in GNN_PGNNs_Pretraining_OGB.pdf

Advancements in Graph Neural Networks_graphSaGE_KG.pdf

Deep Generative Models for Graphs- Methods & Applications .pdf

Deep learning with graph-structured representations.pdf

GCN 从入门到放弃.pdf

GCN_沈华伟.pdf

GNN_DeepMind.pdf

GNN_other14个子项

2019-JIST-Cognitive-Graph.pdf

A Tutorial on Graph Neural Networks for Natural Language Processing.pdf

A brief introduction to graph convolution.pptx

AAAI_tutorial_GNN.pptx

GNN 链接 2.pdf

GNN 链接1.pdf

GNN&Reasoning.pdf

GNN_overview_WWW2020.pptx

Graph Representation Learning for Algorithmic Reasoning.pdf

GraphRepresentationLearning.pdf

Meta Paths and Meta Structures- Analysing Large Heterogeneous Information Networks.pdf

graph neural network review.pdf

图卷积神经网络的变种与挑战.pptx

How Powerful are Graph Neural Network.pdf

Structured deep models- Deep learning on graphs and beyond.pdf

Online_course3个子项

barabasi11个子项

CLASS1_2019_NEU.pptx

CLASS8-error-attack_2019.pdf

Class2_2019_theory.pptx

Class3_RandomNetworks_2019.ppt

Class4_SF-Questions-2019.pptx

Class6_NEU_2019_EvolvingNetworks.pdf

Class_2017_CommunityStructure.pdf

Class_2019_weighted_networks.pdf

Gephi_2019_EKT.pdf

Motifs_2019.pdf

null_models.pptx

snap6个子项

斯坦福复杂网络2.pdf

斯坦福复杂网络3.pdf

斯坦福复杂网络4.pdf

斯坦福复杂网络5.pdf

斯坦福复杂网络6.pdf

斯坦福复杂网络学习1.pdf

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