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network-embedding

Here are 194 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

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

Updated Aug 19, 2023
C++

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 Oct 14, 2024
Python

chihming / awesome-network-embedding

A curated list of network embedding techniques.

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

Updated Dec 8, 2020

thunlp / NRLPapers

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

network-embedding paper-list

Updated Aug 3, 2020
TeX

karateclub

benedekrozemberczki / karateclub

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

Updated Jul 17, 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

graphvite

DeepGraphLearning / graphvite

GraphVite: A General and High-performance Graph Embedding System

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

Updated Jun 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

Updated May 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

Updated Oct 24, 2024
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

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

datasets

benedekrozemberczki / datasets

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

Updated Mar 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

Updated Jan 11, 2021
OpenEdge ABL

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

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

Updated Dec 31, 2023

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

Updated Mar 13, 2020

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

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