Topic: network-embedding Goto Github

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acbull / pyhgt
network-embedding,Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
User: acbull
graph-neural-networks heterogeneous-network transformer network-embedding graph-representation-learning

alibaba / euler
network-embedding,A distributed graph deep learning framework.
Organization: alibaba
graph graph-learning network-embedding deep-learning graph-convolutional-networks graph-neural-networks graphsage random-walk node2vec graph-embedding

benedekrozemberczki / appnp
network-embedding,A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
User: benedekrozemberczki
gcn pytorch graph-convolutional-neural-networks graph-neural-network research machine-learning deep-learning deepwalk node2vec graph-attention

benedekrozemberczki / awesome-graph-classification
network-embedding,A collection of important graph embedding, classification and representation learning papers with implementations.
User: benedekrozemberczki
graph2vec classification-algorithm graph-kernels weisfeiler-lehman kernel-methods deep-graph-kernels netlsd graph-attention-model graph-attention-networks structural-attention

benedekrozemberczki / datasets
network-embedding,A repository of pretty cool datasets that I collected for network science and machine learning research.
User: benedekrozemberczki
network-science network-analysis data-science machine-learning gcn graph-embedding network-embedding community-detection link-prediction node-classification

benedekrozemberczki / diff2vec
network-embedding,Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io
diff2vec deepwalk node2vec struc2vec gensim tensorflow unsupervised-learning graph-embedding node-embedding network-embedding

benedekrozemberczki / edmot
network-embedding,An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
louvain community-detection graph-clustering networkx graph-partitioning gemsec deepwalk graph2vec deep-learning motif

benedekrozemberczki / gemsec
network-embedding,The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
User: benedekrozemberczki
clustering m-nmf deepwalk node2vec word2vec tensorflow gemsec facebook deezer community-detection

benedekrozemberczki / karateclub
network-embedding,Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io
community-detection graph-clustering deepwalk networkx louvain network-science machine-learning unsupervised-learning gcn node2vec

benedekrozemberczki / littleballoffur
network-embedding,Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
User: benedekrozemberczki
Home Page: https://little-ball-of-fur.readthedocs.io
graph graph-sampling network-sampling random-walk forest-fire node-embedding network-embedding minimum-spanning-tree graph-embedding sampling

benedekrozemberczki / musae
network-embedding,The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
musae attributed-embedding node-embedding graph-embedding network-embedding gensim deepwalk node2vec tadw asne

benedekrozemberczki / pytorch_geometric_temporal
network-embedding,PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
User: benedekrozemberczki
pytorch graph-neural-networks temporal-networks temporal-graphs gcn graph-convolutional-networks deep-learning network-science temporal-data node-embedding

benedekrozemberczki / role2vec
network-embedding,A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
gensim struc2vec deepwalk node2vec network-embedding graph-embedding node-embedding pytorch tensorflow machine-learning

benedekrozemberczki / seal-ci
network-embedding,A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
User: benedekrozemberczki
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

benedekrozemberczki / sgcn
network-embedding,A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
User: benedekrozemberczki
gcn graphsage graph-convolution graph-embedding deepwalk node2vec graph-attention network-embedding node-classification signed-network

benedekrozemberczki / simgnn
network-embedding,A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
User: benedekrozemberczki
graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network tensorflow pytorch neural-network deep-learning

benedekrozemberczki / splitter
network-embedding,A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
User: benedekrozemberczki
deepwalk pytorch node2vec gensim ego-splitting machine-learning word2vec factorization implicit-factorization deep-learning

bxshi / conmask
network-embedding,ConMask model described in paper Open-world Knowledge Graph Completion.
User: bxshi
conmask-model dataset knowledge-graph-completion network-embedding representation-learning tensorflow

chihming / awesome-network-embedding
network-embedding,A curated list of network embedding techniques.
User: chihming
network-embedding representation-learning graph-embeddings knowledge-graph

claws-lab / jodie
network-embedding,A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
Organization: claws-lab
dynamic-networks embedding-trajectories embeddings kdd2019 machine-learning network-embedding representation-learning temporal-network

cnclabs / smore
network-embedding,SMORe: Modularize Graph Embedding for Recommendation
Organization: cnclabs
network-embedding representation-learning matrix-factorization knowledge-graph

cynricfu / magnn
network-embedding,Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
User: cynricfu
graph-neural-network network-embedding heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network

dawnranger / pytorch-agnn
network-embedding,Pytorch implementation of the Attention-based Graph Neural Network(AGNN)
User: dawnranger
attention graph-convolutional-network network-embedding representation-learning

deepgraphlearning / graphvite
network-embedding,GraphVite: A General and High-performance Graph Embedding System
Organization: deepgraphlearning
Home Page: https://graphvite.io
machine-learning network-embedding knowledge-graph data-visualization representation-learning cuda gpu

dru-mara / evalne
network-embedding,Source code for EvalNE, a Python library for evaluating Network Embedding methods.
User: dru-mara
Home Page: https://evalne.readthedocs.io/en/latest/
link-prediction evaluation graph-embedding graphs networks network-embedding data-mining python library research-tool

fanzhenliu / awesome-deep-community-detection
network-embedding,Deep and conventional community detection related papers, implementations, datasets, and tools.
User: fanzhenliu
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

gaoisbest / nlp-projects
network-embedding,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
User: gaoisbest
word2vec sentence2vec machine-reading-comprehension dialogue-systems text-classification pretrained-language-model sequence-labeling information-retrieval information-extraction knowledge-graph

gemslab / regal
network-embedding,Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
Organization: gemslab
Home Page: https://gemslab.github.io/papers/heimann-2018-regal.pdf
representation-learning network-embedding network-alignment matrix-factorization scalability graph-matching node-embedding

hennyjie / braingb
network-embedding,Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.
User: hennyjie
brain-networks gcn graph-convolutional-networks graph-neural-networks network-embedding pytorch ai4health

huangtinglin / mixgcf
network-embedding,MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021
User: huangtinglin
graph-neural-network information-retrieval negative-sampling network-embedding pytorch recommender-system

jhy1993 / han
network-embedding,Heterogeneous Graph Neural Network
User: jhy1993
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network

jhy1993 / representation-learning-on-heterogeneous-graph
network-embedding,Representation-Learning-on-Heterogeneous-Graph
User: jhy1993
network-embedding heterogeneous-graph representation-learning graph-neural-network network-representation-learning heterogeneous-information-networks deep-learning machine-learning graph-embedding

libcity / bigscity-libcity-paperlist
network-embedding,Paper list in traffic prediction field
Organization: libcity
Home Page: https://bigscity-libcity-docs.readthedocs.io/en/latest/user_guide/model.html
traffic-prediction traffic-forecasting spatio-temporal-prediction spatio-temporal paper-list network-embedding deep-learning graph-neural-networks map-matching estimated-time-of-arrival

marlin-codes / awesome-hyperbolic-representation-and-deep-learning
network-embedding,Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications
User: marlin-codes
hyperbolic-geometry representation-learning graph-neural-networks graph-embedding knowledge-graph network-embedding recommender-system

palash1992 / gem
network-embedding,
User: palash1992
graph-embedding graph-embeddings link-prediction network-embedding network-visualization

pcy1302 / dmgi
network-embedding,Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)
User: pcy1302
unsupervised-learning network-embedding heterogeneous-information-networks node-embeddings multiplex-network graph infomax

pku-dair / sgl
network-embedding,A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
Organization: pku-dair
Home Page: https://sgl-doc.readthedocs.io/en/latest
deep-learning geometric-deep-learning graph-neural-networks scalable-graph-learning network-embedding neural-architecture-search pytorch

taishan1994 / pytorch_han
network-embedding,异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
User: taishan1994
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network

thudm / gatne
network-embedding,Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
Organization: thudm
network-embedding heterogeneous-network representation-learning multiplex-networks attributed-networks

thunlp / cane
network-embedding,Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"
Organization: thunlp
network-embedding

thunlp / nrlpapers
network-embedding,Must-read papers on network representation learning (NRL) / network embedding (NE)
Organization: thunlp
network-embedding paper-list

thunlp / openne
network-embedding,An Open-Source Package for Network Embedding (NE)
Organization: thunlp
network-embedding

thunlp / transnet
network-embedding,Source code and datasets of IJCAI2017 paper "TransNet: Translation-Based Network Representation Learning for Social Relation Extraction".
Organization: thunlp
network-embedding

xiangyue9607 / bionev
network-embedding,Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
User: xiangyue9607
graph-embedding graph-embeddings-evaluation graph-embedding-methods biomedical-networks node-classification link-prediction network-embedding deepwalk node2vec line-embedding

xiaohan2012 / sdne-keras
network-embedding,Keras implementation of Structural Deep Network Embedding, KDD 2016
User: xiaohan2012
keras network-embedding autoencoder visualization link-prediction

xptree / netmf
network-embedding,Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
User: xptree
social-network social-network-analysis network-embedding matrix-factorization deepwalk node2vec

xptree / netsmf
network-embedding,NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization
User: xptree
network-embedding social-network-analysis webconf

yueliu1999 / awesome-deep-graph-clustering
network-embedding,Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
User: yueliu1999
clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering machine-learning network-embedding representation-learning self-supervised-learning surveys

yueliu1999 / dcrn
network-embedding,[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
User: yueliu1999
data-mining deep-clustering deep-learning gcn graph-convolutional-network graph-convolutional-networks graph-neural-networks network-embedding pytorch representation-learning self-supervised-learning unsupervised-learning

yueliu1999 / hsan
network-embedding,[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
User: yueliu1999
clustering contrastive-learning data-mining deep-clustering deep-learning graph-clustering graph-neural-networks graphclustering machine-learning network-embedding representation-learning self-supervised-learning unsupervised-learning