graph-embedding · GitHub Topics

benedekrozemberczki / awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

翻译 - 一系列重要的图形嵌入，分类和表示学习论文以及实现。

graph2vec classification-algorithm graph-kernels weisfeiler-lehman kernel-methods deep-graph-kernels netlsd graph-attention-model graph-attention-networks structural-attention attention-mechanism node2vec graph-embedding network-embedding node-embedding graph-representation-learning deepwalk graph-convolutional-networks

Python 4.78 k

2 年前

alibaba / Alink

#计算机科学#Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

翻译 - Alink是阿里巴巴计算平台的PAI团队开发的基于Flink的机器学习算法平台。

机器学习 flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering 统计 kafka data-mining apriori word2vec fm graph-embedding

Java 3.59 k

9 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

2 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 2.75 k

1 个月前

benedekrozemberczki / karateclub

#计算机科学#Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

翻译 - 通用社区检测和网络嵌入库，用于基于NetworkX构建的研究。

community-detection graph-clustering deepwalk networkx louvain network-science 机器学习 unsupervised-learning gcn node2vec graph2vec supervised-learning scikit-learn graph-embedding network-embedding node-embedding

Python 2.2 k

8 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 1.76 k

1 年前

palash1992 / GEM

graph-embedding graph-embeddings network-embedding network-visualization

Python 1.28 k

1 年前

dsgiitr / graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

graph-representation-learning graph-convolutional-networks graph-attention-networks graph-embedding deepwalk node-embedding PyTorch

Jupyter Notebook 1.17 k

2 年前

benedekrozemberczki / graph2vec

#计算机科学#A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

翻译 - “ graph2vec：学习图的分布式表示形式”（MLGWorkshop 2017）的并行实现。

graph2vec subgraph2vec graph-wavelet graph-embedding node-embedding deepwalk word2vec node2vec struc2vec weisfeiler-lehman Kernel matrix-factorization 机器学习 unsupervised-learning transformer

Python 908

2 年前

yueliu1999 / Awesome-Deep-Graph-Clustering

#计算机科学#Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

graph-neural-networks self-supervised-learning representation-learning surveys data-mining 深度学习 graph-convolutional-networks graph-embedding network-embedding gcn 机器学习 clustering

Python 868

2 个月前

benedekrozemberczki / SimGNN

#计算机科学#A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

翻译 - PyTorch实现的“ SimGNN：一种用于快速图相似度计算的神经网络方法”（WSDM 2019）。

graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network Tensorflow PyTorch 神经网络深度学习机器学习 attention-mechanism scikit-learn graph-embedding network-embedding gnn

Python 780

2 年前

benedekrozemberczki / littleballoffur

#计算机科学#Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

graph random-walk node-embedding network-embedding graph-embedding sampling network-science 深度学习机器学习 graph-algorithms networkx

Python 709

1 年前

benedekrozemberczki / datasets

#计算机科学#A repository of pretty cool datasets that I collected for network science and machine learning research.

network-science network-analysis 数据科学机器学习 gcn graph-embedding network-embedding community-detection graph-convolution node-embedding graph-neural-network gnn dimensionality-reduction deepwalk node2vec graph2vec benchmark dataset

624

1 年前

cvxgrp / pymde

#计算机科学#Minimum-distortion embedding with PyTorch

embedding 可视化机器学习 dimensionality-reduction graph-embedding PyTorch CUDA gpu

Python 540

2 年前

FanzhenLiu / Awesome-Deep-Community-Detection

#计算机科学#Deep and conventional community detection related papers, implementations, datasets, and tools.

community-detection graph-neural-network 深度学习深度神经网络 graph-clustering survey network-embedding graph-embedding Awesome Lists data-mining graph-neural-networks

519

1 年前

mengfeizhang820 / Paperlist-for-Recommender-Systems

Recommender Systems Paperlist that I am interested in

recommender-systems sequential-recommendation ctr-prediction embeddings graph-embedding collaborative-filtering

451

4 年前

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

#计算机科学#Representation-Learning-on-Heterogeneous-Graph

network-embedding representation-learning graph-neural-network 深度学习机器学习 graph-embedding

439

5 年前

marlin-codes / Awesome-Hyperbolic-Representation-and-Deep-Learning

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

representation-learning graph-neural-networks graph-embedding knowledge-graph network-embedding recommender-system

421

15 天前

benedekrozemberczki / APPNP

#计算机科学#A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

gcn PyTorch graph-neural-network research 机器学习深度学习 deepwalk node2vec attention graph-embedding node-embedding iclr 深度神经网络 network-embedding

Python 367

2 年前

aravindsankar28 / DySAT

Representation learning on dynamic graphs using self-attention networks

self-attention graph-neural-network graph-embedding

Python 291

2 年前