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Statistical Analysis of Network Data with R, 2nd Edition

Hyperbolic Graph Convolutional Networks in PyTorch.

Blockchain Kubernetes Operator

Nettack ⭐ 187

Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".

Representation Learning On Heterogeneous Graph ⭐ 178

Representation-Learning-on-Heterogeneous-Graph

Multi-Graph Convolutional Neural Networks

Programming Languages Influence ⭐ 176

Code to retrieve data for the programming languages influence visualizations from Freebase

Graphwavemachine ⭐ 171

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

D3network ⭐ 168

Tools for creating D3 JavaScript network graphs from R.

Mockturtle ⭐ 163

C++ logic network library

Graph Neural Networks Roadmap ⭐ 160

Reddit Detective ⭐ 160

Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more

Gnn_note ⭐ 158

图神经网络整理

Gconvrnn ⭐ 148

Graph convolutional recurrent neural network

Graph2plan ⭐ 147

Convnet Aig ⭐ 147

PyTorch implementation for Convolutional Networks with Adaptive Inference Graphs

Bitcoinvisualizer ⭐ 144

Creates a graph of the bitcoin blockchain and visually displays the "owner network" to the user's browser.

D3graph ⭐ 143

Creation of interactive networks using d3 Javascript

3dgnn_pytorch ⭐ 142

3D Graph Neural Networks for RGBD Semantic Segmentation

Graph_convolutional_lstm ⭐ 140

Traffic Graph Convolutional Recurrent Neural Network

Gcn_metric_learning ⭐ 140

Metric Learning with Graph Convolutional Neural Networks

Deepergnn ⭐ 138

Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]

Graphrec_pytorch ⭐ 137

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

Road network extraction from satellite imagery, with speed and travel time estimates

A library for network {reconstruction, distances, dynamics}

Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".

Nmap Log Parse ⭐ 130

Logs which devices are in your local network and draws graphs

Tracevis ⭐ 126

Traceroute with any packet. Visualize the routes. Discover Middleboxes and Firewalls

Graphgl ⭐ 125

A network visualization library

Botnet Detection ⭐ 122

Topological botnet detection datasets and graph neural network applications

Paperreading ⭐ 122

每天阅读过的论文的简要笔记

Graph Convolution On Structured Documents ⭐ 121

This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

Netgrph ⭐ 118

Models IP networks in the Neo4j Graph Database for network automation and troubleshooting.

Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)

Hin2vec ⭐ 116

Heterogeneous information network representation learning

Graph2nn ⭐ 115

code for paper "Graph Structure of Neural Networks"

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

Starfish Ql ⭐ 111

✴️ An experimental graph database

Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)

Awesome Visjs ⭐ 107

🕶️ A curated list of resources around vis.js

Roadtracer ⭐ 107

Multilayergraphs.jl ⭐ 106

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

Gnn Meta Attack ⭐ 106

Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".

Networks ⭐ 105

Network and Graph Algorithms From Scratch

pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models

Graph Networks ⭐ 101

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

Labelpropagation ⭐ 101

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

How_attentive_are_gats ⭐ 100

Code for the paper "How Attentive are Graph Attention Networks?"

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

Network topology map using Netbox as a data source

Pytorch Agnn ⭐ 94

Pytorch implementation of the Attention-based Graph Neural Network(AGNN)

Gcnn_keras ⭐ 94

Graph convolutions in Keras with TensorFlow, PyTorch or Jax.

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

Octave Networks Toolbox ⭐ 91

A set of graph/networks analysis functions in Octave

Graph Embedding ⭐ 91

Four network embedding algorithms(deepwalk, node2vec, TADW ,LINE) for two datasets(Cora, Tencent Weibo)

Pgexplainer ⭐ 90

Parameterized Explainer for Graph Neural Network

🌶️ An ecosystem in Python for working with the Biological Expression Language (BEL)

Graph_sampling ⭐ 89

Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.

Python Implementation for Random Walk with Restart (RWR)

Ccnetviz ⭐ 88

JavaScript library for visualization of large-scale network graphs using WebGL

Transit Map ⭐ 86

Generate a schematic map (“metro map”) for a given (transit) network graph using Mixed Integer Programming.

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

Graphtsne ⭐ 82

PyTorch Implementation of GraphTSNE, ICLR’19

Gcn Pytorch ⭐ 81

Graph Convolution Network for PyTorch

Multiscale Dynamic Graph Convolutional Network for hyperspectral image classification

Cnn Graph Classification ⭐ 79

A convolutional neural network for graph classification in PyTorch

Learning2dance_cag_2020 ⭐ 79

PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!

ECML 2019: Graph Neural Networks for Multi-Label Classification

Awesome Traffic Prediction ⭐ 78

Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.

Visjs2jupyter ⭐ 77

visJS2jupyter is a tool to bring the interactivity of networks created with vis.js into jupyter notebook cells

Tensorflow implementation of Graph Convolutional Network

Crystal Graph Neural Networks

Pingometer ⭐ 74

PingoMeter - is a small portable program that show your ping in Windows system tray

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

Gcn_keras ⭐ 71

图卷积神经网络 Graph Convolutional Network with Keras

Graphrole ⭐ 71

Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)

Aws Visualizer ⭐ 70

A visualizer of the network of security group dependencies in an AWS VPC.

Meshnetsimulator ⭐ 69

A simulator for sketching mesh network routing strategies

Awesome Recommender System ⭐ 69

The collection of papers about recommender system

Randwirenn ⭐ 69

Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset

Stgcn Pytorch ⭐ 67

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

Graphneuralnetwork ⭐ 67

The learning of the GraphNeuralNetwork

Make a network graph of an AWS region

Bottleneck ⭐ 65

Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"

Football Graphs ⭐ 64

Graphs and passing networks in football

Graphstore ⭐ 64

Fast in-memory graph structure, powering Gephi

Newtonjs Graph ⭐ 63

Cloud Architecture Graphs for Humans

Graphml Tutorials ⭐ 63

Tutorials for Machine Learning on Graphs

Ntds_2018 ⭐ 61

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

Ntds_2017 ⭐ 61

Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

Dual Attention Graph Convolutional Network

Dual Graph Convolution Networks

Twitter Networks ⭐ 60

Create a directed network of Twitter followers.

Karnak.jl ⭐ 59

graph plotting and drawing networks with Luxor

Nxontology ⭐ 59

NetworkX-based Python library for representing ontologies

Twitter Explorer ⭐ 59

A framework for observing Twitter through interactive networks.

Autodiff ⭐ 58

Rudimentary automatic differentiation framework

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