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pyg-team /pytorch_geometric

Graph Neural Network Library for PyTorch

deep-learning pytorch graph-convolutional-networks geometric-deep-learning graph-neural-networks

UpdatedJul 16, 2025
Python

dmlc /dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

deep-learning graph-neural-networks

UpdatedFeb 11, 2025
Python

kmario23 /deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization probability deep-reinforcement-learning medical-imaging speech-recognition artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition geometric-deep-learning explainable-ai graph-neural-networks

UpdatedOct 19, 2024
HTML

yzhao062 /anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

machine-learning data-mining awesome awesome-list outlier-detection unsupervised-learning fraud-detection time-series-analysis anomaly-detection fraud outlier outlier-ensembles graph-neural-networks

UpdatedApr 24, 2025
Python

naganandy /graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

deep-learning graph neural-networks graph-convolutional-networks graph-neural-networks graph-representation-learning conference-publications

UpdatedJul 17, 2025
Jupyter Notebook

RUCAIBox /RecBole

A unified, comprehensive and efficient recommendation library

recommendations deep-learning pytorch collaborative-filtering knowledge-graph recommender recommendation-system recommender-systems ctr-prediction graph-neural-networks sequential-recommendation

UpdatedFeb 24, 2025
Python

magicleap /SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

deep-learning pose-estimation feature-matching graph-neural-networks

UpdatedAug 30, 2024
Python

AI_Tutorial

cbamls /AI_Tutorial

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

elasticsearch machine-learning deep-neural-networks artificial-intelligence recommender-systems deep-learning-tutorial nlp-machine-learning artificial-intelligence-algorithms machine-learning-tutorials graph-neural-networks search-system

UpdatedApr 15, 2024

GraphScope

alibaba /GraphScope

🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

data-science big-data analytics graph gremlin graph-analytics graph-data graph-computing graph-neural-networks graph-computation

UpdatedJul 18, 2025
C++

stellargraph /stellargraph

StellarGraph - Machine Learning on Graphs

python data-science machine-learning deep-learning graphs machine-learning-algorithms networkx graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map interpretability geometric-deep-learning graph-neural-networks heterogeneous-networks stellargraph-library

UpdatedApr 10, 2024
Python

alibaba /euler

A distributed graph deep learning framework.

deep-learning graph network-embedding random-walk graph-convolutional-networks gcn node2vec graph-embedding graph-learning graphsage graph-neural-networks ggnn

UpdatedAug 19, 2023
C++

pytorch_geometric_temporal

benedekrozemberczki /pytorch_geometric_temporal

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

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data spatiotemporal network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding graph-neural-networks node-embedding graph-convolution gnn temporal-graphs

UpdatedJul 17, 2025
Python

graphdeeplearning /benchmarking-gnns

Repository for benchmarking graph neural networks (JMLR 2023)

deep-learning pytorch benchmark-framework graph-neural-networks graph-representation-learning dgl graph-deep-learning

UpdatedJun 22, 2023
Jupyter Notebook

spektral

danielegrattarola /spektral

Graph Neural Networks with Keras and Tensorflow 2.

python deep-learning tensorflow keras graph-neural-networks tensorflow2 graph-deep-learning

UpdatedJan 21, 2024
Python

snap-stanford /ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

deep-learning datasets graph-machine-learning graph-neural-networks

UpdatedMay 6, 2025
Python

yassouali /awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

machine-learning natural-language-processing computer-vision deep-learning generative-model semi-supervised-learning graph-neural-networks

UpdatedMay 24, 2024

THUDM /CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

leaderboard pytorch link-prediction graph-embedding graph-classification node-classification graph-neural-networks gnn-model

UpdatedFeb 1, 2024
Python

Awesome-FL

youngfish42 /Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

security machine-learning natural-language-processing information-retrieval data-mining awesome privacy database computer-vision system deep-learning graph paper tabular-data efficiency artificial-intelligence knowledge-graph federated-learning graph-neural-networks federated-learning-framework

UpdatedMay 31, 2025
Python

graph4ai /graph4nlp

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!

nlp machine-learning natural-language-processing deep-learning pytorch graph-neural-networks

UpdatedJun 24, 2024
Python

ChandlerBang /awesome-self-supervised-gnn

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

machine-learning deep-learning graph-mining graph-neural-networks self-supervised-learning pre-training pretraining graph-self-supervised-learning

UpdatedFeb 2, 2024
Python

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