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集合主题趋势排行榜
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graph-neural-networks

Website
Wikipedia
https://static.github-zh.com/github_avatars/pyg-team?size=40
pyg-team / pytorch_geometric

#计算机科学#Graph Neural Network Library for PyTorch

PyTorchgeometric-deep-learninggraph-neural-networks深度学习graph-convolutional-networks
Python 22.47 k
2 天前
https://static.github-zh.com/github_avatars/dmlc?size=40
dmlc / dgl

#计算机科学#Python package built to ease deep learning on graph, on top of existing DL frameworks.

深度学习graph-neural-networks
Python 13.92 k
4 个月前
https://static.github-zh.com/github_avatars/kmario23?size=40
kmario23 / deep-learning-drizzle

#自然语言处理#Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

机器学习深度学习深度神经网络pattern-recognition机器视觉optimizationvisual-recognitionreinforcement-learningdeep-reinforcement-learning自然语言处理artificial-neural-networksartificial-intelligence-algorithmsbayesian-statisticsspeech-recognitiongraph-neural-networksMedical imaginggeometric-deep-learningexplainable-aiprobability
HTML 12.59 k
8 个月前
https://static.github-zh.com/github_avatars/yzhao062?size=40
yzhao062 / anomaly-detection-resources

#Awesome#Anomaly detection related books, papers, videos, and toolboxes

outlier-detectionanomaly-detectionoutlieroutlier-ensemblestime-series-analysisdata-miningAwesome Listsunsupervised-learningfraudfraud-detection机器学习graph-neural-networks
Python 8.76 k
2 个月前
https://static.github-zh.com/github_avatars/naganandy?size=40
naganandy / graph-based-deep-learning-literature

#计算机科学#links to conference publications in graph-based deep learning

graph-neural-networksgraph-convolutional-networksgraph深度学习neural-networksgraph-representation-learningconference-publications
Jupyter Notebook 4.93 k
23 天前
https://static.github-zh.com/github_avatars/RUCAIBox?size=40
RUCAIBox / RecBole

#计算机科学#A unified, comprehensive and efficient recommendation library

recommender-systemscollaborative-filteringknowledge-graphctr-prediction深度学习PyTorchgraph-neural-networkssequential-recommendationrecommendationsrecommendation-systemrecommender
Python 3.8 k
4 个月前
https://static.github-zh.com/github_avatars/magicleap?size=40
magicleap / SuperGluePretrainedNetwork

#计算机科学#SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

深度学习feature-matchingpose-estimationgraph-neural-networks
Python 3.66 k
10 个月前
alibaba/GraphScope
https://static.github-zh.com/github_avatars/alibaba?size=40
alibaba / GraphScope

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

graphgraph-computationgraph-neural-networksgremlingraph-analyticsgraph-datagraph-computinganalyticsbig-data数据科学
C++ 3.45 k
2 天前
cbamls/AI_Tutorial
https://static.github-zh.com/github_avatars/cbamls?size=40
cbamls / AI_Tutorial

#计算机科学#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

机器学习machine-learning-tutorialselasticsearch深度学习深度神经网络search-systemrecommender-systemsgraph-neural-networks自然语言处理人工智能artificial-intelligence-algorithms
3.45 k
1 年前
https://static.github-zh.com/github_avatars/stellargraph?size=40
stellargraph / stellargraph

#计算机科学#StellarGraph - Machine Learning on Graphs

graphs机器学习graph-convolutional-networksnetworkxgeometric-deep-learningsaliency-mapinterpretabilityheterogeneous-networksgraph-neural-networksgraph-analysisgcngraph-dataPython深度学习数据科学
Python 3.01 k
1 年前
https://static.github-zh.com/github_avatars/alibaba?size=40
alibaba / euler

#计算机科学#A distributed graph deep learning framework.

graphgraph-learningnetwork-embedding深度学习graph-convolutional-networksgraph-neural-networksgraphsagerandom-walknode2vecgraph-embeddinggcn
C++ 2.9 k
2 年前
benedekrozemberczki/pytorch_geometric_temporal
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / pytorch_geometric_temporal

#计算机科学#PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

PyTorchgraph-neural-networkstemporal-networkstemporal-graphsgcngraph-convolutional-networks深度学习network-sciencetemporal-datanode-embeddingnetwork-embeddinggraph-embeddingspatial-dataspatial-analysisspatio-temporal-analysisgnngraph-convolution
Python 2.82 k
3 天前
https://static.github-zh.com/github_avatars/graphdeeplearning?size=40
graphdeeplearning / benchmarking-gnns

#计算机科学#Repository for benchmarking graph neural networks (JMLR 2023)

graph-representation-learninggraph-neural-networksbenchmark-frameworkgraph-deep-learningPyTorchdgl深度学习
Jupyter Notebook 2.59 k
2 年前
danielegrattarola/spektral
https://static.github-zh.com/github_avatars/danielegrattarola?size=40
danielegrattarola / spektral

#计算机科学#Graph Neural Networks with Keras and Tensorflow 2.

graph-neural-networksKerasPythonTensorflowtensorflow2graph-deep-learning深度学习
Python 2.38 k
1 年前
https://static.github-zh.com/github_avatars/snap-stanford?size=40
snap-stanford / ogb

#数据仓库#Benchmark datasets, data loaders, and evaluators for graph machine learning

graph-neural-networks深度学习数据集
Python 2.01 k
1 个月前
https://static.github-zh.com/github_avatars/yassouali?size=40
yassouali / awesome-semi-supervised-learning

#自然语言处理#😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

深度学习semi-supervised-learning机器学习机器视觉自然语言处理graph-neural-networksgenerative-model
1.84 k
1 年前
https://static.github-zh.com/github_avatars/THUDM?size=40
THUDM / CogDL

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

graph-neural-networksPyTorchgraph-embeddingleaderboard
Python 1.78 k
1 年前
youngfish42/Awesome-FL
https://static.github-zh.com/github_avatars/youngfish42?size=40
youngfish42 / Awesome-FL

#自然语言处理#Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Awesome Lists深度学习federated-learninggraph-neural-networks机器学习tabular-datafederated-learning-framework机器视觉knowledge-graphBukkit安全自然语言处理information-retrievaldata-mining数据库system人工智能efficiency隐私graph
Python 1.75 k
16 天前
https://static.github-zh.com/github_avatars/ChandlerBang?size=40
ChandlerBang / awesome-self-supervised-gnn

#计算机科学#Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

graph-neural-networkspretrainingself-supervised-learning深度学习机器学习pre-training
Python 1.68 k
1 年前
https://static.github-zh.com/github_avatars/graph4ai?size=40
graph4ai / graph4nlp

#自然语言处理#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!

自然语言处理PyTorch深度学习机器学习graph-neural-networks
Python 1.68 k
1 年前
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