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graph-neural-networks

Here are 1,878 public repositories matching this topic...

pyg-team / pytorch_geometric

Graph Neural Network Library for PyTorch

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

Updated Nov 9, 2024
Python

dmlc / dgl

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

deep-learning graph-neural-networks

Updated Oct 18, 2024
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

Updated Oct 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

Updated Jul 11, 2024
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

Updated Oct 9, 2024
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

Updated Sep 5, 2024
Python

magicleap / SuperGluePretrainedNetwork

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

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

Updated Aug 30, 2024
Python

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

Updated Nov 6, 2024
C++

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

Updated Apr 15, 2024

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

Updated Apr 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

Updated Aug 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

Updated Oct 14, 2024
Python

graphdeeplearning / benchmarking-gnns

Repository for benchmarking graph neural networks

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

Updated Jun 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

Updated Jan 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

Updated Feb 13, 2024
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

Updated May 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

Updated Feb 1, 2024
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

Updated Jun 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

Updated Feb 2, 2024
Python

Awesome-FL

youngfish42 / Awesome-FL

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

Updated Sep 30, 2024
Python

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