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512 search results found

Gnnpapers ⭐ 15,156

Must-read papers on graph neural networks (GNN)

♾ A Graph Visualization Framework in JavaScript.

Cytoscape.js ⭐ 9,541

Graph theory (network) library for visualisation and analysis

Implementation of Graph Convolutional Networks in TensorFlow

Graph_nets ⭐ 5,188

Build Graph Nets in Tensorflow

Awesome Network Analysis ⭐ 3,192

A curated list of awesome network analysis resources.

Pygcn ⭐ 2,952

Graph Convolutional Networks in PyTorch

Pytorch_geometric_temporal ⭐ 2,386

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Awesome Network Embedding ⭐ 2,218

A curated list of network embedding techniques.

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Deepframeworks ⭐ 2,077

Evaluation of Deep Learning Frameworks

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

Igraph ⭐ 1,639

Library for the analysis of networks

Awesome Self Supervised Gnn ⭐ 1,356

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

Goflow ⭐ 1,321

Flow-based and dataflow programming library for Go (golang)

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Graph Fraud Detection Papers ⭐ 1,148

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

T Gcn ⭐ 1,011

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

Network Analysis Made Simple ⭐ 991

An introduction to network analysis and applied graph theory using Python and NetworkX

Cnn_graph ⭐ 991

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Tf Gnn Samples ⭐ 848

TensorFlow implementations of Graph Neural Networks

Gnn4nlp Papers ⭐ 824

A list of recent papers about Graph Neural Network methods applied in NLP areas.

Python package for creating and visualizing interactive network graphs.

Keras Gcn ⭐ 735

Keras implementation of Graph Convolutional Networks

Graph Based Nn ⭐ 730

Graph Convolutional Networks (GCNs)

TGN: Temporal Graph Networks

React D3 Graph ⭐ 717

Interactive and configurable graphs with react and d3 effortlessly

GPU-accelerated force graph layout and rendering

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

Must Read Papers And Continuous Tracking On Graph Neural Network Gnn Progress ⭐ 699

Papers on Graph neural network(GNN)

Graph_transformer_networks ⭐ 694

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

Infranodus ⭐ 682

A Node.Js / Neo4J tool that translates words and relations into network graphs and shows you how it all connects.

G6VP is an online visual analysis tool for graphs and a low-code platform for building graph applications.

Tikz Bayesnet ⭐ 638

TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.

Gnns For Nlp ⭐ 619

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

Netgraph ⭐ 595

Publication-quality network visualisations in python

official implementation for the paper "Simplifying Graph Convolutional Networks"

Scikit Network ⭐ 544

Graph Algorithms

Networkd3 ⭐ 527

D3 JavaScript Network Graphs from R

Graphwaveletneuralnetwork ⭐ 501

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

Relational Gcn ⭐ 484

Keras-based implementation of Relational Graph Convolutional Networks

Ngraph.graph ⭐ 478

Graph data structure in JavaScript

Vue D3 Network ⭐ 478

Vue component to graph networks using d3-force

Competitive Recsys ⭐ 475

A collection of resources for Recommender Systems (RecSys)

Tf_geometric ⭐ 460

Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

Visualization Package for NetworkX

Tplink Energy Monitor ⭐ 421

An energy monitoring dashboard for TP-Link smart plugs

Awesome Deep Community Detection ⭐ 397

Deep and conventional community detection related papers, implementations, datasets, and tools.

Spatio Temporal Paper List ⭐ 396

Spatio-temporal modeling 论文列表（主要是graph convolution相关)

Graph Neural Networks ⭐ 392

⚡ ☁ Azure Visualizer aka 'AzViz' : A #powershell module to automatically generate Azure resource topology diagrams by just typing a PowerShell cmdlet and passing the name of one or more Azure Resource groups

Awesome Gcn ⭐ 377

resources for graph convolutional networks （图卷积神经网络相关资源）

Tf2 Gnn ⭐ 368

TensorFlow 2 library implementing Graph Neural Networks

JUNG: Java Universal Network/Graph Framework

Dynamic Graph Papers ⭐ 341

Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Paperlist For Recommender Systems ⭐ 334

Recommender Systems Paperlist that I am interested in

Dynamic Kg ⭐ 327

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

Graspologic ⭐ 322

Python package for graph statistics

Graphinvent ⭐ 312

Graph neural networks for molecular design.

Contracts ⭐ 310

Contracts repository for The Graph protocol

Ai Surveys ⭐ 305

整理AI相关领域的一些综述

Ggnn.pytorch ⭐ 302

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

Keras Gat ⭐ 301

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

Nngraph ⭐ 290

Graph Computation for nn

Hddeeplearningstudy ⭐ 290

Code etc for Hacker Dojo Deep Learning Study Group

Graphtransformer ⭐ 285

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

Canvasxpress ⭐ 282

CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.

Deepgraph ⭐ 274

Analyze Data with Pandas-based Networks. Documentation:

Graph visualization library

Graph Reading Group ⭐ 273

Weekly reading group on Graphs at Mila

Lanczosnetwork ⭐ 271

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

Awesome Deep Gnn ⭐ 264

Papers about developing deep Graph Neural Networks (GNNs)

Ties 2.0 ⭐ 260

Code for: S.R. Qasim, H. Mahmood, and F. Shafait, Rethinking Table Recognition using Graph Neural Networks (2019)

Your interactive network visualizing dashboard

Gcn_tutorial ⭐ 254

A tutorial on Graph Convolutional Neural Networks

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

Spaghetti ⭐ 247

SPAtial GrapHs: nETworks, Topology, & Inference

P2p Graph ⭐ 247

Real-time P2P network visualization with D3

GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.

Urbanaccess ⭐ 242

A tool for GTFS transit and OSM pedestrian network accessibility analysis by UrbanSim

Graph Markov Neural Networks

Graphire ⭐ 229

An unopinionated react graph visualization library.

Geom Gcn ⭐ 223

Graph Matching Networks ⭐ 223

PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (ICML 2019).

A research library for automating experiments on Deep Graph Networks

Graph Cnn.pytorch ⭐ 210

Pytorch Implementation for Graph Convolutional Neural Networks

Graphia ⭐ 209

A visualisation tool for the creation and analysis of graphs

Aws Dbs Refarch Graph ⭐ 207

Reference Architectures for Graph Databases on AWS

Bayes Scala ⭐ 201

Bayesian Networks in Scala

Paper List ⭐ 201

A reading paper list which is mainted daily

Link Prediction ⭐ 201

Solution to Facebook's link prediction contest on Kaggle.

Graph Convolution Nlp ⭐ 200

Graph Convolution Network for NLP

Apparatus ⭐ 195

A graphical security analysis tool for IoT networks

Graph Neural Network Note ⭐ 195

A blog for understanding graph neural network

Awesome Gnn Recommendation ⭐ 191

Graph Neural Network

Hyperbolic Graph Convolutional Networks in PyTorch.

Blockchain Kubernetes Operator

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