graph-neural-networks · GitHub Topics

pytorch_geometric

@pyg-team

#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 deep-learning graph-convolutional-networks

Python21.43 k

1 天前

dgl

Distributed (Deep) Machine Learning Community@dmlc

#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。

deep-learning graph-neural-networks

Python13.56 k

1 个月前

graph-based-deep-learning-literature

@naganandy

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

Jupyter Notebook4.82 k

7 天前

RecBole

@RUCAIBox

#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 deep-learning pytorch graph-neural-networks sequential-recommendation recommendations recommendation-system

Python3.42 k

3 个月前

SuperGluePretrainedNetwork

@magicleap

#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）

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

Python3.34 k

3 个月前

GraphScope

阿里巴巴@alibaba

🔨 🍇 💻 🚀 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 data-science

C++3.3 k

2 天前

AI_Tutorial

@cbamls

#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

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

3.16 k

7 个月前🇨🇳

stellargraph

S T E L L A R@stellargraph

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

翻译 - StellarGraph-图上的机器学习

graphs machine-learning machine-learning-algorithms graph-convolutional-networks networkx geometric-deep-learning saliency-map interpretability heterogeneous-networks graph-neural-networks

Python2.95 k

7 个月前

euler

阿里巴巴@alibaba

#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 deep-learning graph-convolutional-networks graph-neural-networks graphsage random-walk node2vec graph-embedding

C++2.9 k

1 年前🇨🇳

pytorch_geometric_temporal

Benedek Rozemberczki@benedekrozemberczki

#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

geometric-deep-learning pytorch graph-neural-networks temporal-networks temporal-graphs gcn graph-convolutional-networks deep-learning network-science temporal-data

Python2.68 k

1 个月前

benchmarking-gnns

@graphdeeplearning

#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 deep-learning

Jupyter Notebook2.53 k

1 年前

spektral

Daniele Grattarola@danielegrattarola

#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 deep-learning

Python2.37 k

10 个月前

CogDL

THUDM@THUDM

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 pytorch-geometric graph-embedding

Python1.74 k

10 个月前

torchdrug

@DeepGraphLearning

#计算机科学# A powerful and flexible machine learning platform for drug discovery

翻译 - 用于药物发现的强大而灵活的机器学习平台

pytorch deep-learning graph-neural-networks drug-discovery

Python1.44 k

3 个月前

AutoGL

@THUMNLab

An autoML framework & toolkit for machine learning on graphs.

翻译 - 用于图上机器学习的autoML框架和工具包。

graph-neural-networks automl pytorch pytorch-geometric hyper-parameter-optimization

Python1.06 k

9 个月前

efficient-gnns

@chaitjo

Code and resources on scalable and efficient Graph Neural Networks

翻译 - Efficient Graph Neural Networks - 论文和项目的精选列表

graph-neural-networks graph-representation-learning graph-convolutional-networks gnn efficient-deep-learning efficient-neural-networks scalable-deep-learning

Python525

2 年前

RLMRec

@HKUDS

[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"

collaborative-filtering graph-neural-networks large-language-models recommendation recommender-systems

Python337

5 个月前