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Workshops Obsolete ⭐ 58

Public materials for Statnet Workshops

Knowledge_graph_wander ⭐ 58

A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods

Geographconv ⭐ 56

Semi-supervised User Geolocation via Graph Convolutional Networks

Tools for the extraction of OpenStreetMap street network data

Social Network Workshop ⭐ 55

A tutorial for creating a social network system based on Neo4j

RustPräzi: Representing crates.io as a call-based dependency network

TensorFlow implementation of Deep Graph Infomax

Embedded_gcnn ⭐ 54

Embedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow

Readinglist ⭐ 54

Papers on Graph Analytics, Mining, and Learning

Js Data Structures ⭐ 54

🌿 Data structures for JavaScript

A fast graphing library that allows for constructing, importing, exporting, and analysing graph structures in .NET.

A network graph exploration tool

Bookworm ⭐ 54

📚 social networks from novels

Hierarchical_fashion_graph_network ⭐ 54

Hierarchical Fashion Graph Network for Personalized Outfit Recommendation, SIGIR 2020

Time series to visibility graphs.

Gnn_pathplanning ⭐ 52

Graph Neural Networks for Decentralized Path Planning

Tensorflow_advanced_tutorials ⭐ 52

Tensorflow의 고급스러운 사용을 위한 튜토리얼 입니다.

Graph Network Explainability ⭐ 51

Explainability techniques for Graph Networks, applied to a synthetic dataset and an organic chemistry task. Code for the workshop paper "Explainability Techniques for Graph Convolutional Networks" (ICML19)

Graph_element_networks ⭐ 51

Mitre Visualizer ⭐ 50

🧬 Mitre Interactive Network Graph (APTs, Malware, Tools, Techniques & Tactics)

Img2imggan ⭐ 49

Implementation of the paper : "Toward Multimodal Image-to-Image Translation"

Collection of graph neural networks in pytorch

Hypergcn ⭐ 48

NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

Ggnn For Babi Dataset.pytorch.1.0 ⭐ 48

A Complete PyTorch 1.0 Implementation of Gated Graph Sequence Neural Networks (GGNN)

Adjacent Attention Network ⭐ 45

Graph neural network message passing reframed as a Transformer with local attention

Ldbc_snb_docs ⭐ 45

Specification of the LDBC Social Network Benchmark suite

Ntds_2019 ⭐ 45

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

PRUNE: Preserving Proximity and Global Ranking for Network Embedding

Graph_cnn ⭐ 44

Supplementary code to "Convolutional Neural Networks Generalization Utilizing the Data Graph Structure"

Tabletrainnet ⭐ 44

Table recognition inside douments using neural networks

Streamlit D3graph ⭐ 43

A simple component to display d3graph network graphs in Streamlit apps.

Metage2metabo ⭐ 42

From annotated genomes to metabolic screening in large scale microbiotas

Graphtweets ⭐ 41

📣 Visualise networks of Twitter interactions

Bmvc_2019 ⭐ 41

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

Network Embedding Resources ⭐ 41

Network Embedding Survey and Resources

Network Canvas ⭐ 40

An implementation of github "network" graph using HTML5 canvas instead of flash

Overlapping Community Detection ⭐ 40

Implementation of "Overlapping Community Detection with Graph Neural Networks"

Vue Network D3 ⭐ 40

D3 Force-Directed Graph as Vue Component. D3 力导向图作为 Vue 组件。

Shortest Path ⭐ 39

Finding shortest paths with Graph Networks

Locally Private Graph Neural Networks (ACM CCS 2021)

Grandiso Networkx ⭐ 39

Performant, pure-Python subgraph isomorphism and monomorphism search (aka "motif search")

Hypergraph And Graph Neural Network Hgnn Gnn ⭐ 39

Many underlying relationships among data in several areas of science and engineering, e.g., computer vision, molecular chemistry, molecular biology, pattern recognition, and data mining, can be represented in terms of graphs. In this paper ,a new neural network model has propose which called graph neural network (GNN)

Graph Reading Group ⭐ 38

Daily reading group on graphs at KEG

Network Analysis In Python Tutorial Jupytercon18 Odsceast18 ⭐ 38

"Network/Graph Analysis in Python" repository of 3 hours training session held at ODSC East 2018 and JupyterCon 2018.

Cytoscape.net ⭐ 38

.NET interface for Cytoscape.js written in F#

Computer_vision_using_tensorflowlite ⭐ 38

On this project, AlexNet Convolution Neural Network is trained using traffic sign images from the German Road Traffic Sign Benchmark. The initially trained network is then quantized and optimized for deployment on mobile devices using TensorFlow Lite

Evolvinggraphs.jl ⭐ 38

Working with time-dependent networks in Julia

Synthetic ⭐ 37

Symbolic Generators for Complex Networks

Osmtoroadgraph ⭐ 37

OSM XML file to road graph converter

Gitbucket Network Plugin ⭐ 37

This plugin provides network graph for GitBucket.

Sparsebn ⭐ 37

Software for learning sparse Bayesian networks

Implicit Graph Neural Networks

Meta Gnn ⭐ 36

Implementation of Meta-GNN in TensorFlow

Moleculargnn_3dstructure ⭐ 36

Graph neural network (GNN) for molecular property prediction (3D structure)

Orange3 Network ⭐ 36

🍊 🕸 Network analysis add-on for Orange data mining suite.

Graphlinematching ⭐ 35

The code for Robust Line Segments Matching via Graph Convolution Networks

Minimumvertexcover_drl ⭐ 35

Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL

Kibana_graph ⭐ 35

Interactive Network Graph Visualization For Kibana (unmaintained)

Coupledgnn ⭐ 35

CoupledGNN: Popularity prediction with Coupled Graph Neural Networks

High-performance network visualization library, rendering to WebGL as well as other targets

Grand Cypher ⭐ 34

Implementation of the Cypher language for searching NetworkX graphs

Linkedin Visualizer ⭐ 34

The missing feature in LinkedIn

Ggnn.tensorflow ⭐ 33

Tensorflow implementation of Gated Graph Neural Network for Source Code Classification

Graphsol ⭐ 33

Code of our JC paper: "Structure-aware protein solubility prediction from sequence through graph convolutional network and predicted contact map"

Graph Neural Networks ⭐ 33

Graph Neural Networks for Quantum Chemistry

Social Knowledge Graph Papers ⭐ 33

A paper list of research about social knowledge graph

Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)

Awesome Graph Embedding ⭐ 32

Awesome Graph Embedding Techinques

Erdos.jl ⭐ 32

A library for graph analysis written Julia.

Neo4j Algorithms ⭐ 32

Custom graph algorithms for Neo4j with own Java and REST APIs

Final_project ⭐ 31

Using Twitter Ego Network Analysis to Detect Sources of Fake News

Economiccomplexity ⭐ 31

A wrapper of different indices and networks commonly used in Economic Complexity

Meet The Fans ⭐ 31

Query and Visualize the network graph of your GitHub repositories, followers, stargazers, and forks (using GraphQL and D3).

Asciigraf ⭐ 31

A python library for making ascii-art into network graphs.

Influencer ⭐ 30

Software tools to quantify structural importance of nodes in a network

Chinese Postman ⭐ 30

My Python solution to the Chinese-Postman problem.

Sigmanet ⭐ 30

Render igraphs from R using Sigma.js

Graph_refinement ⭐ 30

This is official Pytorch implementation of "Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks", Raghavendra Selvan et al. 2020

Robust Gcn ⭐ 29

Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".

Social-Media OSINT tool - gather info on users across multiple platforms; easily extensible by design. 📷

Three-Dimensionally Embedded Graph Convolutional Network (3DGCN) for Molecule Interpretation

Draw interactive network graph on an html5 canvas

USC GoFFish Graph Analytics Framework

Graphmemorynet ⭐ 28

Memory-Based Graph Networks

Lightning Viz ⭐ 28

Lightning Network Visualizer powered by LNTools

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

Amld2019 Graph Workshop ⭐ 28

Learning and Processing over Networks workshop AMLD 2019

Graph Neural Network

nxsim is a Python package for simulating agents in a network

Subject-wise networks from structural MRI, both vertex- and voxel-wise features (thickness, GM density, curvature, gyrification)

Paper_list ⭐ 27

List of papers on graph neural networks

Supervised community detection with line graph neural networks

Updown Meter ⭐ 27

📈 Network activity graph.

Algorithmx Python ⭐ 27

A library for network visualization and algorithm simulation.

Calculation and visualization of molecular networks based on t-SNE algorithm

Gem Benchmark ⭐ 26

Benchmark for Graph Embedding Methods

Duco Statistics ⭐ 26

📃 Duino-Coin (DUCO) network statistics & explorer website

Graphite ⭐ 26

Haskell graphs and networks library

Pointcloudsuperresolution ⭐ 26

Point Cloud Super Resolution with Adversarial Residual Graph Networks

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