network-embedding

There are 27 repositories under network-embedding topic.

awesome-graph-classification
benedekrozemberczki / awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
graph2vec classification-algorithm graph-kernels weisfeiler-lehman kernel-methods deep-graph-kernels netlsd graph-attention-model graph-attention-networks structural-attention attention-mechanism graph-kernel node2vec graph-embedding network-embedding node-embedding graph-representation-learning deepwalk graph-convolutional-networks graph-classification
Language:Python 4703
alibaba / euler
A distributed graph deep learning framework.
graph graph-learning network-embedding deep-learning graph-convolutional-networks graph-neural-networks graphsage random-walk node2vec graph-embedding gcn ggnn
Language:C++ 2873
chihming / awesome-network-embedding
A curated list of network embedding techniques.
network-embedding representation-learning graph-embeddings knowledge-graph
2558
thunlp / NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
network-embedding paper-list
Language:TeX 2519
pytorch_geometric_temporal
benedekrozemberczki / pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
pytorch graph-neural-networks temporal-networks temporal-graphs gcn graph-convolutional-networks deep-learning network-science temporal-data node-embedding network-embedding graph-embedding spatial-data spatial-analysis spatio-temporal-data spatio-temporal-analysis gnn graph-convolution spatiotemporal
Language:Python 2484
karateclub
benedekrozemberczki / karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
community-detection graph-clustering deepwalk networkx louvain network-science machine-learning unsupervised-learning gcn node2vec graph2vec supervised-learning sklearn networkx-graph scikit label-propagation graph-embedding network-embedding node-embedding 2vec
Language:Python 2086
thunlp / OpenNE
An Open-Source Package for Network Embedding (NE)
network-embedding
Language:Python 1672
palash1992 / GEM
graph-embedding graph-embeddings link-prediction network-embedding network-visualization
Language:Python 1265
graphvite
DeepGraphLearning / graphvite
GraphVite: A General and High-performance Graph Embedding System
machine-learning network-embedding knowledge-graph data-visualization representation-learning cuda gpu
Language:C++ 1192
Jhy1993 / HAN
Heterogeneous Graph Neural Network
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network
Language:Python 1017
acbull / pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
graph-neural-networks heterogeneous-network transformer network-embedding graph-representation-learning
Language:Python 740
SimGNN
benedekrozemberczki / SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network tensorflow pytorch neural-network deep-learning machine-learning graph-attention attention-mechanism graph-classification sklearn graph-embedding network-embedding wsdm simgnn gnn
Language:Python 708
littleballoffur
benedekrozemberczki / littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
graph graph-sampling network-sampling random-walk forest-fire node-embedding network-embedding minimum-spanning-tree graph-embedding sampling metropolis-hastings network-science network-analytics deep-learning machine-learning graph-sparsification graph-algorithms networkx community-structure
Language:Python 691
yueliu1999 / Awesome-Deep-Graph-Clustering
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
deep-clustering graph-neural-networks self-supervised-learning representation-learning surveys data-mining deep-learning graph-convolutional-networks graph-embedding network-embedding gcn machine-learning clustering data-mining-algorithms graphclustering
Language:Python 691
datasets
benedekrozemberczki / datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
network-science network-analysis data-science machine-learning gcn graph-embedding network-embedding community-detection link-prediction node-classification graph-convolution node-embedding graph-neural-network gnn dimensionality-reduction deepwalk node2vec graph2vec benchmark dataset
583
THUDM / GATNE
Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
attributed-networks heterogeneous-network multiplex-networks network-embedding representation-learning
Language:Python 513
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
word2vec sentence2vec machine-reading-comprehension dialogue-systems text-classification pretrained-language-model sequence-labeling information-retrieval information-extraction knowledge-graph text-generation network-embedding
Language:OpenEdge ABL 501
FanzhenLiu / Awesome-Deep-Community-Detection
Deep and conventional community detection related papers, implementations, datasets, and tools.
community-detection graph-neural-network deep-learning deep-neural-network network-representation-learning graph-clustering survey network-embedding graph-embedding awesome data-mining graph-neural-networks
433
Jhy1993 / Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
network-embedding heterogeneous-graph representation-learning graph-neural-network network-representation-learning heterogeneous-information-networks deep-learning machine-learning graph-embedding
426
cnclabs / smore
SMORe: Modularize Graph Embedding for Recommendation
knowledge-graph matrix-factorization network-embedding representation-learning
Language:C++ 375
cynricfu / MAGNN
Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
graph-neural-network network-embedding heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network
Language:Python 360
APPNP
benedekrozemberczki / APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
gcn pytorch graph-convolutional-neural-networks graph-neural-network research machine-learning deep-learning deepwalk node2vec graph-attention attention pagerank graph-classification graph-embedding node-embedding iclr deep-neural-networks ppnp network-embedding appnp
Language:Python 357
claws-lab / jodie
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
embeddings representation-learning network-embedding machine-learning dynamic-networks temporal-network kdd2019 embedding-trajectories
Language:Python 333
SGCN
benedekrozemberczki / SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
gcn graphsage graph-convolution graph-embedding deepwalk node2vec graph-attention network-embedding node-classification signed-network sgcn deep-learning graph-neural-networks neural-network pytorch machine-learning pytorch-geometric transformer gpt2 gpt3
Language:Python 267
yueliu1999 / HSAN
[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
clustering data-mining deep-clustering deep-learning graph-clustering graph-neural-networks graphclustering machine-learning network-embedding representation-learning self-supervised-learning unsupervised-learning contrastive-learning
Language:Python 252
GEMSEC
benedekrozemberczki / GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering m-nmf deepwalk node2vec word2vec tensorflow gemsec facebook deezer community-detection matrix-factorization implicit-factorization embedding neural-network semisupervised-learning unsupervised-learning gensim machine-learning network-embedding graph-embedding
Language:Python 250
xiangyue9607 / BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
graph-embedding graph-embeddings-evaluation graph-embedding-methods biomedical-networks node-classification link-prediction network-embedding deepwalk node2vec line-embedding struc2vec sdne gae matrix-factorization graph-factorization biomedical-graphs
Language:Python 219
Awesome-Hyperbolic-Representation-and-Deep-Learning
marlin-codes / Awesome-Hyperbolic-Representation-and-Deep-Learning
Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications
hyperbolic-geometry representation-learning graph-neural-networks graph-embedding knowledge-graph network-embedding recommender-system
216
yueliu1999 / DCRN
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
self-supervised-learning graph-neural-networks deep-clustering representation-learning deep-learning graph-convolutional-networks network-embedding pytorch unsupervised-learning data-mining gcn graph-convolutional-network
Language:Python 208
Splitter
benedekrozemberczki / Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
deepwalk pytorch node2vec gensim ego-splitting machine-learning word2vec factorization implicit-factorization deep-learning deep-neural-network graph-neural-network node-embedding community-detection overlapping-community-detection clustering network-embedding graph-embedding word-vector graph-representation-learning
Language:Python 207
SEAL-CI
benedekrozemberczki / SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
gcn graph-convolutional-networks active-learning active-learning-module deep-learning pytorch tensorflow graph-classification node-classification deep-learning-algorithms deepwalk node2vec graph-neural-network graph-representation-learning network-embedding graph-embedding graph-convolution machine-learning-algorithms gnn graph-neural-networks
Language:Python 206
LibCity / Bigscity-LibCity-PaperList
Paper list in traffic prediction field
traffic-prediction traffic-forecasting spatio-temporal-prediction spatio-temporal paper-list network-embedding deep-learning graph-neural-networks map-matching estimated-time-of-arrival libcity
195
thunlp / CANE
Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"
network-embedding
Language:Python 190
xptree / NetMF
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
social-network social-network-analysis network-embedding matrix-factorization deepwalk node2vec
Language:Python 186
role2vec
benedekrozemberczki / role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
gensim struc2vec deepwalk node2vec network-embedding graph-embedding node-embedding pytorch tensorflow machine-learning research sklearn weisfeiler-lehman graph-neural-network deep-learning graph-wavelet network-science representation-learning word2vec implicit-factorization
Language:Python 163
HennyJie / BrainGB
Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.
ai4health brain-networks gcn graph-convolutional-networks graph-neural-networks network-embedding pytorch
Language:MATLAB 153

network-embedding

benedekrozemberczki / awesome-graph-classification

alibaba / euler

chihming / awesome-network-embedding

thunlp / NRLPapers

benedekrozemberczki / pytorch_geometric_temporal

benedekrozemberczki / karateclub

thunlp / OpenNE

palash1992 / GEM

DeepGraphLearning / graphvite

Jhy1993 / HAN

acbull / pyHGT

benedekrozemberczki / SimGNN

benedekrozemberczki / littleballoffur

yueliu1999 / Awesome-Deep-Graph-Clustering

benedekrozemberczki / datasets

THUDM / GATNE

gaoisbest / NLP-Projects

FanzhenLiu / Awesome-Deep-Community-Detection

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

cnclabs / smore

cynricfu / MAGNN

benedekrozemberczki / APPNP

claws-lab / jodie

benedekrozemberczki / SGCN

yueliu1999 / HSAN

benedekrozemberczki / GEMSEC

xiangyue9607 / BioNEV

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

yueliu1999 / DCRN

benedekrozemberczki / Splitter

benedekrozemberczki / SEAL-CI

LibCity / Bigscity-LibCity-PaperList

thunlp / CANE

xptree / NetMF

benedekrozemberczki / role2vec

HennyJie / BrainGB