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network-embedding

Here are 136 public repositories matching this topic...

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

Updated Mar 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

Updated May 31, 2024
Python

karateclub

benedekrozemberczki / karateclub

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

Updated Mar 5, 2024
Python

thunlp / OpenNE

An Open-Source Package for Network Embedding (NE)

network-embedding

Updated Jan 10, 2024
Python

palash1992 / GEM

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

Updated Nov 5, 2023
Python

Jhy1993 / HAN

Heterogeneous Graph Neural Network

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

Updated May 6, 2020
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

Updated Dec 20, 2023
Python

SimGNN

benedekrozemberczki / SimGNN

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

Updated Jan 12, 2023
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

Updated May 17, 2024
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

Updated Feb 6, 2024
Python

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

Updated Jan 11, 2022
Python

cynricfu / MAGNN

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

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

Updated Nov 5, 2020
Python

APPNP

benedekrozemberczki / APPNP

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

Updated Nov 6, 2022
Python

claws-lab / jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

machine-learning embeddings representation-learning network-embedding dynamic-networks kdd2019 temporal-network embedding-trajectories

Updated May 3, 2024
Python

SGCN

benedekrozemberczki / SGCN

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

Updated Mar 18, 2023
Python

yueliu1999 / HSAN

[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.

machine-learning data-mining deep-learning clustering representation-learning unsupervised-learning network-embedding graph-clustering graph-neural-networks self-supervised-learning deep-clustering contrastive-learning graphclustering

Updated Dec 20, 2022
Python

GEMSEC

benedekrozemberczki / GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Updated Nov 6, 2022
Python

xiangyue9607 / BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

gae deepwalk matrix-factorization network-embedding link-prediction node2vec graph-embedding node-classification graph-embedding-methods struc2vec sdne graph-embeddings-evaluation biomedical-networks line-embedding graph-factorization biomedical-graphs

Updated Apr 14, 2020
Python

yueliu1999 / DCRN

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

data-mining deep-learning pytorch representation-learning unsupervised-learning network-embedding graph-convolutional-networks gcn graph-convolutional-network graph-neural-networks self-supervised-learning deep-clustering

Updated May 23, 2023
Python

Splitter

benedekrozemberczki / Splitter

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

Updated Jun 6, 2023
Python

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