graph-neural-networks · GitHub Topics

pyg-team / pytorch_geometric

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

翻译 - PyTorch的几何深度学习扩展库

PyTorch geometric-deep-learning graph-neural-networks 深度学习 graph-convolutional-networks

Python 21.89 k

1 小时前

dmlc / dgl

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

翻译 - 在现有DL框架之上构建的Python软件包，用于简化图上的深度学习。

深度学习 graph-neural-networks

Python 13.7 k

8 天前

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!!

翻译 - 通过从这些令人兴奋的演讲中学习，可以深入学习深度学习，强化学习，机器学习，计算机视觉和自然语言学习！

机器学习深度学习深度神经网络 pattern-recognition 机器视觉 optimization visual-recognition reinforcement-learning deep-reinforcement-learning 自然语言处理 artificial-neural-networks artificial-intelligence-algorithms bayesian-statistics speech-recognition graph-neural-networks Medical imaging geometric-deep-learning explainable-ai probability

HTML 12.49 k

4 个月前

yzhao062 / anomaly-detection-resources

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

翻译 - 与异常检测相关的书籍，论文，视频和工具箱

outlier-detection anomaly-detection outlier outlier-ensembles time-series-analysis data-mining Awesome Lists unsupervised-learning fraud fraud-detection 机器学习 graph-neural-networks

Python 8.56 k

2 个月前

naganandy / graph-based-deep-learning-literature

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

翻译 - 基于图的深度学习中会议出版物的链接

graph-neural-networks graph-convolutional-networks graph 深度学习 neural-networks graph-representation-learning conference-publications

Jupyter Notebook 4.88 k

2 个月前

RUCAIBox / RecBole

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

翻译 - 统一，全面，高效的推荐库

recommender-systems collaborative-filtering knowledge-graph ctr-prediction 深度学习 PyTorch graph-neural-networks sequential-recommendation recommendations recommendation-system recommender

Python 3.59 k

5 个月前

magicleap / SuperGluePretrainedNetwork

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

翻译 - SuperGlue：学习功能与图神经网络的匹配（CVPR 2020，口腔）

深度学习 feature-matching pose-estimation graph-neural-networks

Python 3.48 k

6 个月前

alibaba / GraphScope

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

graph graph-computation graph-neural-networks gremlin graph-analytics graph-data graph-computing analytics big-data 数据科学

C++ 3.36 k

15 小时前

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-tutorials elasticsearch 深度学习深度神经网络 search-system recommender-systems graph-neural-networks 自然语言处理人工智能 artificial-intelligence-algorithms

3.28 k

10 个月前

stellargraph / stellargraph

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

翻译 - StellarGraph-图上的机器学习

graphs 机器学习 graph-convolutional-networks networkx geometric-deep-learning saliency-map interpretability heterogeneous-networks graph-neural-networks graph-analysis gcn graph-data Python 深度学习数据科学

Python 2.97 k

10 个月前

alibaba / euler

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

翻译 - 分布式图深度学习框架。

graph graph-learning network-embedding 深度学习 graph-convolutional-networks graph-neural-networks graphsage random-walk node2vec graph-embedding gcn

C++ 2.9 k

1 年前

benedekrozemberczki / pytorch_geometric_temporal

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

翻译 - PyTorch Geometric的时间扩展库

PyTorch graph-neural-networks temporal-networks temporal-graphs gcn graph-convolutional-networks 深度学习 network-science temporal-data node-embedding network-embedding graph-embedding spatial-data spatial-analysis spatio-temporal-analysis gnn graph-convolution

Python 2.73 k

10 天前

graphdeeplearning / benchmarking-gnns

#计算机科学#Repository for benchmarking graph neural networks

翻译 - 基准图神经网络的存储库

graph-representation-learning graph-neural-networks benchmark-framework graph-deep-learning PyTorch dgl 深度学习

Jupyter Notebook 2.56 k

2 年前

danielegrattarola / spektral

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

翻译 - 使用Keras和Tensorflow的图神经网络2。

graph-neural-networks Keras Python Tensorflow tensorflow2 graph-deep-learning 深度学习

Python 2.37 k

1 年前

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 1.97 k

2 个月前

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-networks generative-model

1.81 k

9 个月前

THUDM / CogDL

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

翻译 - CogDL：用于图形的广泛研究工具包

graph-neural-networks PyTorch graph-embedding leaderboard

Python 1.75 k

1 年前

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!

翻译 - Graph4nlp 是一个用于轻松使用 NLP 的图神经网络的库

自然语言处理 PyTorch 深度学习机器学习 graph-neural-networks

Python 1.68 k

8 个月前