network-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 / 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

chihming / awesome-network-embedding

A curated list of network embedding techniques.

network-embedding representation-learning graph-embeddings knowledge-graph

2.61 k

4 年前

thunlp / NRLPapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

network-embedding paper-list

TeX 2.52 k

5 年前

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

thunlp / OpenNE

An Open-Source Package for Network Embedding (NE)

network-embedding

Python 1.7 k

1 年前

palash1992 / GEM

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

Python 1.28 k

1 年前

DeepGraphLearning / graphvite

#计算机科学#GraphVite: A General and High-performance Graph Embedding System

翻译 - GraphVite：通用的高性能图形嵌入系统

机器学习 network-embedding knowledge-graph 数据可视化 representation-learning CUDA gpu

C++ 1.24 k

9 个月前

Jhy1993 / HAN

Heterogeneous Graph Neural Network

graph-neural-network network-embedding

Python 1.12 k

5 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

acbull / pyHGT

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

graph-neural-networks transformer network-embedding graph-representation-learning

Python 815

1 年前

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

gaoisbest / NLP-Projects

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, informati...

word2vec dialogue-systems text-classification pretrained-language-model sequence-labeling information-retrieval information-extraction knowledge-graph text-generation network-embedding

OpenEdge ABL 540

4 年前

THUDM / GATNE

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

network-embedding representation-learning

Python 528

3 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

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