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network-embedding

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awesome-graph-classification

benedekrozemberczki /awesome-graph-classification

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

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

UpdatedMar 18, 2023
Python

pytorch_geometric_temporal

benedekrozemberczki /pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data spatiotemporal network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding graph-neural-networks node-embedding graph-convolution gnn temporal-graphs

UpdatedSep 18, 2025
Python

alibaba /euler

A distributed graph deep learning framework.

deep-learning graph network-embedding random-walk graph-convolutional-networks gcn node2vec graph-embedding graph-learning graphsage graph-neural-networks ggnn

UpdatedAug 19, 2023
C++

chihming /awesome-network-embedding

A curated list of network embedding techniques.

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

UpdatedDec 8, 2020

thunlp /NRLPapers

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

network-embedding paper-list

UpdatedAug 3, 2020
TeX

karateclub

benedekrozemberczki /karateclub

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

machine-learning sklearn community-detection network-science deepwalk networkx supervised-learning louvain unsupervised-learning network-embedding scikit label-propagation gcn graph-clustering node2vec networkx-graph graph-embedding graph2vec node-embedding 2vec

UpdatedJul 17, 2024
Python

thunlp /OpenNE

An Open-Source Package for Network Embedding (NE)

network-embedding

UpdatedJan 10, 2024
Python

palash1992 /GEM

network-visualization network-embedding link-prediction graph-embeddings graph-embedding

UpdatedNov 5, 2023
Python

graphvite

DeepGraphLearning /graphvite

GraphVite: A General and High-performance Graph Embedding System

machine-learning gpu cuda data-visualization knowledge-graph representation-learning network-embedding

UpdatedJun 14, 2024
C++

Jhy1993 /HAN

Heterogeneous Graph Neural Network

heterogeneous-network network-embedding graph-neural-network heterogeneous-graph graph-attention-network heterogeneous-graph-neural-network

UpdatedMay 6, 2020
Python

yueliu1999 /Awesome-Deep-Graph-Clustering

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

machine-learning data-mining deep-learning clustering surveys representation-learning data-mining-algorithms network-embedding graph-convolutional-networks gcn graph-embedding graph-neural-networks self-supervised-learning deep-clustering graphclustering

UpdatedMay 6, 2025
Python

acbull /pyHGT

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

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

UpdatedDec 20, 2023
Python

SimGNN

benedekrozemberczki /SimGNN

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

machine-learning deep-learning neural-network tensorflow sklearn pytorch attention-mechanism network-embedding wsdm ged gcn graph-embedding graph-classification tensor-network graph-similarity graph-convolution graph-attention gnn graph-edit-distance simgnn

UpdatedJan 12, 2023
Python

littleballoffur

benedekrozemberczki /littleballoffur

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

machine-learning deep-learning graph graph-algorithms network-science networkx sampling network-embedding random-walk metropolis-hastings minimum-spanning-tree graph-embedding forest-fire graph-sampling network-analytics node-embedding graph-sparsification community-structure network-sampling

UpdatedFeb 6, 2024
Python

datasets

benedekrozemberczki /datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

data-science benchmark machine-learning community-detection network-science deepwalk dataset dimensionality-reduction network-analysis network-embedding link-prediction gcn node2vec graph-embedding node-classification graph2vec node-embedding graph-convolution gnn graph-neural-network

UpdatedMar 16, 2024

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, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

information-retrieval text-classification word2vec text-generation information-extraction knowledge-graph network-embedding sequence-labeling dialogue-systems sentence2vec machine-reading-comprehension pretrained-language-model

UpdatedJan 11, 2021
OpenEdge ABL

Awesome-Hyperbolic-Representation-and-Deep-Learning

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

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

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

UpdatedAug 17, 2025

FanzhenLiu /Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

data-mining awesome deep-learning community-detection survey network-embedding graph-clustering graph-embedding deep-neural-network graph-neural-networks network-representation-learning graph-neural-network

UpdatedSep 4, 2025

THUDM /GATNE

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

heterogeneous-network representation-learning multiplex-networks network-embedding attributed-networks

UpdatedJan 11, 2022
Python

Jhy1993 /Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

machine-learning deep-learning representation-learning network-embedding graph-embedding heterogeneous-information-networks network-representation-learning graph-neural-network heterogeneous-graph

UpdatedMar 13, 2020

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