Awesome Open Source

Programming Languages

Search results for graph neural

272 search results found

Gnnpapers ⭐ 15,156

Must-read papers on graph neural networks (GNN)

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Spago ⭐ 1,691

Self-contained Machine Learning and Natural Language Processing library in Go

Capsgnn ⭐ 1,180

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

Jraph ⭐ 1,141

A Graph Neural Network Library in Jax

Cnn_graph ⭐ 991

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Neural Structured Learning ⭐ 972

Training neural models with structured signals.

Deep Finance ⭐ 942

Datasets, papers and books on AI & Finance.

Tf Gnn Samples ⭐ 848

TensorFlow implementations of Graph Neural Networks

Powerful Gnns ⭐ 762

How Powerful are Graph Neural Networks?

Graph Based Nn ⭐ 730

Graph Convolutional Networks (GCNs)

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

Papers on Graph neural network(GNN)

Gnns For Nlp ⭐ 619

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

Graphneuralnetwork ⭐ 568

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

Dgl Lifesci ⭐ 558

Python package for graph neural networks in chemistry and biology

Onnx Go ⭐ 547

onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

Graphwaveletneuralnetwork ⭐ 501

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

Graph Rcnn.pytorch ⭐ 482

Pytorch code for our ECCV 2018 paper "Graph R-CNN for Scene Graph Generation" and other papers

Tf_geometric ⭐ 460

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

Few Shot Gnn ⭐ 459

Spatio Temporal Paper List ⭐ 396

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

Graph Neural Networks ⭐ 392

Tf2 Gnn ⭐ 368

TensorFlow 2 library implementing Graph Neural Networks

Gnn Comparison ⭐ 354

Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020

Neural Motifs ⭐ 348

Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)

Neural_graph_collaborative_filtering ⭐ 339

Neural Graph Collaborative Filtering, SIGIR2019

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

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Graphinvent ⭐ 312

Graph neural networks for molecular design.

A PyTorch Graph Neural Network Library

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)

Hddeeplearningstudy ⭐ 290

Code etc for Hacker Dojo Deep Learning Study Group

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

Tensorflow Ocaml ⭐ 267

OCaml bindings for TensorFlow

Awesome Deep Gnn ⭐ 264

Papers about developing deep Graph Neural Networks (GNNs)

Gcn_tutorial ⭐ 254

A tutorial on Graph Convolutional Neural Networks

Neural Message Passing for Computer Vision

Position-aware Graph Neural Networks

Interactive Notation for Computational Graphs

Graph Markov Neural Networks

Graph Cnn.pytorch ⭐ 210

Pytorch Implementation for Graph Convolutional Neural Networks

Gated Graph Sequence Neural Networks

Learn2branch ⭐ 201

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

Spectral Clustering With Graph Neural Networks For Graph Pooling ⭐ 196

Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"

Graph Neural Network Note ⭐ 195

A blog for understanding graph neural network

Awesome Gnn Recommendation ⭐ 191

Graph Neural Network

Nnproject_deepmask ⭐ 188

Deep Neural Network for object segmentation.

Nettack ⭐ 187

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

Reasoning Over Knowledge Graph Paths for Recommendation

Moleculargnn_smiles ⭐ 182

The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.

Multi-Graph Convolutional Neural Networks

Graph Neural Networks Roadmap ⭐ 160

Gnn_note ⭐ 158

图神经网络整理

What I Have Read ⭐ 149

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

Gconvrnn ⭐ 148

Graph convolutional recurrent neural network

3dgnn_pytorch ⭐ 142

3D Graph Neural Networks for RGBD Semantic Segmentation

Neural Subgraph Learning Gnn ⭐ 141

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)

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

Graphrec Www19 ⭐ 131

Graph Neural Networks for Social Recommendation, WWW'19

Graph Neural Networks ⭐ 130

Library to implement graph neural networks in PyTorch

Paperreading ⭐ 122

每天阅读过的论文的简要笔记

Botnet Detection ⭐ 122

Topological botnet detection datasets and graph neural network applications

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

Discovering Neural Wirings (https://arxiv.org/abs/1906.00586)

Graph2nn ⭐ 115

code for paper "Graph Structure of Neural Networks"

Treernn ⭐ 106

Recurrent Neural Networks with tree structure in Tensorflow

Pprgo_pytorch ⭐ 103

PPRGo model in PyTorch, as proposed in "Scaling Graph Neural Networks with Approximate PageRank" (KDD 2020)

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

Neural Graph Differential Equations (Neural GDEs)

TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation

Pytorch Agnn ⭐ 94

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

Official implementation of our FLAG paper (CVPR2022)

Pgexplainer ⭐ 90

Parameterized Explainer for Graph Neural Network

Neuralogic ⭐ 84

Deep relational learning through differentiable logic programming.

A neural network visualizer

Cnn Graph Classification ⭐ 79

A convolutional neural network for graph classification in PyTorch

ECML 2019: Graph Neural Networks for Multi-Label Classification

Measuring and Improving the Use of Graph Information in Graph Neural Networks

Graphnormalization ⭐ 78

Learning Graph Normalization for Graph Neural Networks

Crystal Graph Neural Networks

MAGNet: Multi-agents control using Graph Neural Networks

PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"

A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).

Tensorflow implementation of Capsule Graph Neural Network

Graph Partition Neural Network Samples ⭐ 70

Sample Code for Graph Partition Neural Networks

Awesome Recommender System ⭐ 69

The collection of papers about recommender system

Graphneuralnetwork ⭐ 67

The learning of the GraphNeuralNetwork

Crosslingula Kg Matching ⭐ 66

This is the code for ACL paper "Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network"

Gnn_community ⭐ 66

Implementation of the paper "Community Detection with Graph Neural Networks", by J. Bruna and L. Li

Chainer Graph Cnn ⭐ 65

Chainer implementation of 'Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering' (https://arxiv.org/abs/1606.09375)

AAAI'21: Data Augmentation for Graph Neural Networks

Related Searches

Python Neural (7,444)

Python Neural Network (7,064)

Python Graph (6,224)

Jupyter Notebook Neural (3,926)

Deep Learning Neural Network (3,760)

Javascript Graph (3,671)

Neural Deep Learning (2,555)

Java Graph (2,154)

C Plus Plus Graph (2,047)

Algorithms Graph (1,701)

1-100 of 272 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.