Topic: graph-neural-networks Goto Github

👇 Here are 1749 public repositories matching this topic...

a-r-j / graphein
graph-neural-networks,Protein Graph Library
User: a-r-j
Home Page: https://graphein.ai/
protein protein-structure deep-learning pytorch graph-neural-networks dgl computational-biology bioinformatics structural-biology protein-data-bank protein-design geometric-deep-learning pytorch-geometric python interactomics interactome rna ppi-networks gene-regulatory-networks drug-discovery

acbull / pyhgt
graph-neural-networks,Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
User: acbull
graph-neural-networks heterogeneous-network transformer network-embedding graph-representation-learning

alibaba / euler
graph-neural-networks,A distributed graph deep learning framework.
Organization: alibaba
graph graph-learning network-embedding deep-learning graph-convolutional-networks graph-neural-networks graphsage random-walk node2vec graph-embedding

alibaba / graph-learn
graph-neural-networks,An Industrial Graph Neural Network Framework
Organization: alibaba
gnn aligraph graphlearn tensorflow pytorch graph graph-neural-networks gnn-framework dynamic-graph training

alibaba / graphscope
graph-neural-networks,🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
Organization: alibaba
Home Page: https://graphscope.io
graph graph-computation graph-neural-networks gremlin graph-analytics graph-data graph-computing analytics big-data data-science

amaiya / ktrain
graph-neural-networks,ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
User: amaiya
deep-learning machine-learning tensorflow keras python nlp computer-vision graph-neural-networks tabular-data

awslabs / dgl-lifesci
graph-neural-networks,Python package for graph neural networks in chemistry and biology
Organization: awslabs
deep-learning graph-neural-networks dgl cheminformatics bioinformatics geometric-deep-learning drug-discovery molecule

benedekrozemberczki / clustergcn
graph-neural-networks,A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
User: benedekrozemberczki
gcn graph-convolution graph-neural-networks graph-convolutional-networks deepwalk node2vec pytorch graphsage graph2vec musae

benedekrozemberczki / pytorch_geometric_temporal
graph-neural-networks,PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
User: benedekrozemberczki
pytorch graph-neural-networks temporal-networks temporal-graphs gcn graph-convolutional-networks deep-learning network-science temporal-data node-embedding

bupt-gamma / openhgnn
graph-neural-networks,This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
Organization: bupt-gamma
heterogeneous dgl graph-neural-networks pytorch

cbamls / ai_tutorial
graph-neural-networks,精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总
User: cbamls
Home Page: https://www.6aiq.com
machine-learning machine-learning-tutorials elasticsearch deep-learning-tutorial deep-neural-networks search-system recommender-systems graph-neural-networks nlp-machine-learning artificial-intelligence artificial-intelligence-algorithms

chandlerbang / awesome-self-supervised-gnn
graph-neural-networks,Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
User: chandlerbang
graph-neural-networks pretraining self-supervised-learning deep-learning machine-learning graph-mining pre-training graph-self-supervised-learning

cripac-dig / sr-gnn
graph-neural-networks,[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"
Organization: cripac-dig
session-based-recommendation recommender-systems graph-neural-networks machine-learning

daiquocnguyen / graph-transformer
graph-neural-networks,Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
User: daiquocnguyen
graph-representation-learning graph-classification graph-neural-networks node-embeddings graph-embeddings graph-transformer self-attention transformer graph-machine-learning text-classification transformer-models graph-deep-learning

dair-ai / gnns-recipe
graph-neural-networks,🟠 A study guide to learn about Graph Neural Networks (GNNs)
Organization: dair-ai
graph-neural-networks deep-learning machine-learning graph graph-convolutional-networks

danielegrattarola / spektral
graph-neural-networks,Graph Neural Networks with Keras and Tensorflow 2.
User: danielegrattarola
Home Page: https://graphneural.network
graph-neural-networks keras python tensorflow tensorflow2 graph-deep-learning deep-learning

deepgraphlearning / torchdrug
graph-neural-networks,A powerful and flexible machine learning platform for drug discovery
Organization: deepgraphlearning
Home Page: https://torchdrug.ai/
pytorch deep-learning graph-neural-networks drug-discovery

dmlc / dgl
graph-neural-networks,Python package built to ease deep learning on graph, on top of existing DL frameworks.
Organization: dmlc
Home Page: http://dgl.ai
deep-learning graph-neural-networks

dse-msu / deeprobust
graph-neural-networks,A pytorch adversarial library for attack and defense methods on images and graphs
User: dse-msu
adversarial-attacks adversarial-examples deep-neural-networks defense graph-neural-networks machine-learning deep-learning graph-convolutional-networks graph-mining

google-deepmind / jraph
graph-neural-networks,A Graph Neural Network Library in Jax
Organization: google-deepmind
Home Page: https://jraph.readthedocs.io/en/latest/
graph-neural-networks jax machine-learning deep-learning

graph4ai / graph4nlp
graph-neural-networks,Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!
Organization: graph4ai
nlp pytorch natural-language-processing deep-learning machine-learning graph-neural-networks

graphdeeplearning / benchmarking-gnns
graph-neural-networks,Repository for benchmarking graph neural networks
Organization: graphdeeplearning
Home Page: https://arxiv.org/abs/2003.00982
benchmark-framework deep-learning dgl graph-deep-learning graph-neural-networks graph-representation-learning pytorch

graphdeeplearning / graphtransformer
graph-neural-networks,Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
Organization: graphdeeplearning
Home Page: https://arxiv.org/abs/2012.09699
aaai attention graph-deep-learning graph-neural-networks graph-transformer transformer transformer-networks transformers

gunrock / gunrock
graph-neural-networks,Programmable CUDA/C++ GPU Graph Analytics
Organization: gunrock
Home Page: https://gunrock.github.io/gunrock/
algorithm algorithms cpp cuda cxx essentials gnn gpu graph graph-algorithms graph-analytics graph-engine graph-neural-networks graph-primitives graph-processing gunrock hpc parallel-computing sparse-matrix

jiakui / awesome-gcn
graph-neural-networks,resources for graph convolutional networks （图卷积神经网络相关资源）
User: jiakui
cv gcn graph-attention graph-attention-networks graph-neural-networks nlp

kmario23 / deep-learning-drizzle
graph-neural-networks,Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
User: kmario23
Home Page: https://deep-learning-drizzle.github.io
machine-learning deep-learning deep-neural-networks pattern-recognition computer-vision optimization visual-recognition reinforcement-learning deep-reinforcement-learning natural-language-processing

lightaime / deep_gcns_torch
graph-neural-networks,Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
User: lightaime
graph-neural-networks geometric-deep-learning 3d-point-clouds deep-gcns data-mining pytorch computer-vision bioinformatics cheminformatics social-network

lirongwu / awesome-graph-self-supervised-learning
graph-neural-networks,Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
User: lirongwu
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning

magicleap / supergluepretrainednetwork
graph-neural-networks,SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
Organization: magicleap
deep-learning feature-matching pose-estimation graph-neural-networks

mdeff / cnn_graph
graph-neural-networks,Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
User: mdeff
Home Page: https://arxiv.org/abs/1606.09375
convolutional-neural-networks deep-learning graphs graph-signal-processing graph-neural-networks

naganandy / graph-based-deep-learning-literature
graph-neural-networks,links to conference publications in graph-based deep learning
User: naganandy
conference-publications deep-learning graph graph-convolutional-networks graph-neural-networks graph-representation-learning neural-networks

pyg-team / pytorch_geometric
graph-neural-networks,Graph Neural Network Library for PyTorch
Organization: pyg-team
Home Page: https://pyg.org
deep-learning geometric-deep-learning graph-convolutional-networks graph-neural-networks pytorch

pygod-team / pygod
graph-neural-networks,A Python Library for Graph Outlier Detection (Anomaly Detection)
Organization: pygod-team
Home Page: https://pygod.org
outlier-detection anomaly-detection graph-anomaly-detection machine-learning security-tools opensource deeplearning python graphmining pytorch graph-neural-networks fraud-detection toolkit

rucaibox / recbole
graph-neural-networks,A unified, comprehensive and efficient recommendation library
Organization: rucaibox
Home Page: https://recbole.io/
recommender-systems collaborative-filtering knowledge-graph ctr-prediction deep-learning pytorch graph-neural-networks sequential-recommendation recommendations recommendation-system

rusty1s / pytorch_cluster
graph-neural-networks,PyTorch Extension Library of Optimized Graph Cluster Algorithms
User: rusty1s
pytorch geometric-deep-learning graph-neural-networks cluster-algorithms

safe-graph / dgfraud
graph-neural-networks,A Deep Graph-based Toolbox for Fraud Detection
Organization: safe-graph
fraud-detection fraud-prevention anomaly-detection graph-algorithms graphneuralnetwork machine-learning opensource toolkit datamining datascience

safe-graph / graph-fraud-detection-papers
graph-neural-networks,A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
Organization: safe-graph
fraud-detection security awsome-list papers machine-learning data-science deep-learning graph-algorithms graph-neural-networks graph-convolutional-networks

snap-stanford / ogb
graph-neural-networks,Benchmark datasets, data loaders, and evaluators for graph machine learning
Organization: snap-stanford
Home Page: https://ogb.stanford.edu
graph-machine-learning graph-neural-networks deep-learning datasets

snap-stanford / pretrain-gnns
graph-neural-networks,Strategies for Pre-training Graph Neural Networks
Organization: snap-stanford
graph-neural-networks graph-representation-learning

stellargraph / stellargraph
graph-neural-networks,StellarGraph - Machine Learning on Graphs
Organization: stellargraph
Home Page: https://stellargraph.readthedocs.io/
graphs machine-learning machine-learning-algorithms graph-convolutional-networks networkx geometric-deep-learning saliency-map interpretability heterogeneous-networks graph-neural-networks

thudm / cogdl
graph-neural-networks,CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
Organization: thudm
Home Page: https://cogdl.ai
graph-neural-networks pytorch graph-embedding node-classification graph-classification link-prediction leaderboard gnn-model

thumnlab / autogl
graph-neural-networks,An autoML framework & toolkit for machine learning on graphs.
Organization: thumnlab
Home Page: http://mn.cs.tsinghua.edu.cn/AutoGL/
graph-neural-networks automl pytorch pytorch-geometric hyper-parameter-optimization machine-learning deep-learning neural-architecture-search

tsinghua-fib-lab / gnn-recommender-systems
graph-neural-networks,An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
Organization: tsinghua-fib-lab
gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval

wehos / awesome-graph-transformer
graph-neural-networks,Papers about graph transformers.
User: wehos
deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers

weihua916 / powerful-gnns
graph-neural-networks,How Powerful are Graph Neural Networks?
User: weihua916
deep-learning graph-neural-networks graph-convolutional-neural-networks

xiangwang1223 / knowledge_graph_attention_network
graph-neural-networks,KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
User: xiangwang1223
recommender-system knowledge-graph graph-attention-networks graph-neural-networks kdd2019 knowledge-based-recommendation knowledge-aware-recommendation explainable-recommendation embedding-propagation high-order-connectivity

yassouali / awesome-semi-supervised-learning
graph-neural-networks,😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
User: yassouali
deep-learning semi-supervised-learning machine-learning computer-vision natural-language-processing graph-neural-networks generative-model

youngfish42 / awesome-fl
graph-neural-networks,Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
User: youngfish42
Home Page: https://youngfish42.github.io/Awesome-FL
awesome deep-learning federated-learning graph-neural-networks machine-learning tabular-data federated-learning-framework computer-vision knowledge-graph paper

yueliu1999 / awesome-deep-graph-clustering
graph-neural-networks,Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
User: yueliu1999
deep-clustering graph-neural-networks self-supervised-learning representation-learning surveys data-mining deep-learning graph-convolutional-networks graph-embedding network-embedding gcn machine-learning clustering data-mining-algorithms graphclustering

yzhao062 / anomaly-detection-resources
graph-neural-networks,Anomaly detection related books, papers, videos, and toolboxes
User: yzhao062
outlier-detection anomaly-detection outlier outlier-ensembles time-series-analysis data-mining awesome awesome-list unsupervised-learning fraud