Topic: graph-embedding Goto Github

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alibaba / alink
graph-embedding,Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Organization: alibaba
machine-learning flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering

alibaba / euler
graph-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

aravindsankar28 / dysat
graph-embedding,Representation learning on dynamic graphs using self-attention networks
User: aravindsankar28
dynamic-graphs self-attention graph-neural-network graph-embedding

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

benedekrozemberczki / asne
graph-embedding,A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
User: benedekrozemberczki
2vec aane asne attributed attributed-embedding data-science deepwalk diff2vec dimensionality-reduction embedding factorization feature-extraction gemsec graph-embedding network-embedding node-embedding node2vec representation-learning tensorflow word2vec

benedekrozemberczki / awesome-graph-classification
graph-embedding,A collection of important graph embedding, classification and representation learning papers with implementations.
User: benedekrozemberczki
attention-mechanism classification-algorithm deep-graph-kernels deepwalk graph-attention-model graph-attention-networks graph-classification graph-convolutional-networks graph-embedding graph-kernel graph-kernels graph-representation-learning graph2vec kernel-methods netlsd network-embedding node-embedding node2vec structural-attention weisfeiler-lehman

benedekrozemberczki / datasets
graph-embedding,A repository of pretty cool datasets that I collected for network science and machine learning research.
User: benedekrozemberczki
benchmark community-detection data-science dataset deepwalk dimensionality-reduction gcn gnn graph-convolution graph-embedding graph-neural-network graph2vec link-prediction machine-learning network-analysis network-embedding network-science node-classification node-embedding node2vec

benedekrozemberczki / diff2vec
graph-embedding,Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io
complex-networks deep-learning deepwalk diff2vec diffusion embedding embeddings factorization gensim graph-embedding implicit-factorization machine-learning network-embedding neural-network node-embedding node2vec semisupervised-learning struc2vec tensorflow unsupervised-learning

benedekrozemberczki / edmot
graph-embedding,An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
community-detection deep-learning deepwalk gcn gemsec gnn graph-algorithm graph-clustering graph-deco graph-embedding graph-motif graph-partitioning graph2vec igraph louvain motif network-embedding network-motif networkx node2vec

benedekrozemberczki / gemsec
graph-embedding,The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
User: benedekrozemberczki
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

benedekrozemberczki / graph2vec
graph-embedding,A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec

benedekrozemberczki / graphwavemachine
graph-embedding,A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
diffusion embedding factorization graph-embedding graph-wavelet graphwave heat-kernel kdd laplacian machine-learning node2vec refex rolx spectral struc2vec structural-embedding structural-role unsupervised-learning wavelet word2vec

benedekrozemberczki / karateclub
graph-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
graph-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
graph-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
graph-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
graph-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 / rolx
graph-embedding,An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
User: benedekrozemberczki
deepwalk node2vec rolx refex struc2vec word2vec gensim tensorflow unsupervised-learning graph-embedding

benedekrozemberczki / seal-ci
graph-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

benedekrozemberczki / sgcn
graph-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
graph-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 / sine
graph-embedding,A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
aane asne deepwalk node2vec machine-learning deep-learning network-embedding graph-embedding node-embedding pytorch

benedekrozemberczki / splitter
graph-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 deep-neural-network graph-neural-network node-embedding community-detection overlapping-community-detection clustering network-embedding graph-embedding word-vector graph-representation-learning

benedekrozemberczki / tene
graph-embedding,A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
deep-learning network-embedding machine-learning node-embedding attributed-embedding deepwalk node2vec graph-convolution graph-neural-network matrix-factorization implicit-factorization feature-extraction pattern-recognition asne tadw tensorflow pytorch graph-embedding matrix-decomposition node-classification

benedekrozemberczki / tigerlily
graph-embedding,TigerLily: Finding drug interactions in silico with the Graph.
User: benedekrozemberczki
node embedding node-embedding graph-embedding ddi drug-drug-interaction gradient-boosting graph pharmaceuticals network-science

benedekrozemberczki / walklets
graph-embedding,A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
embedding deepwalk walklet multiscale node-embedding graph-embedding machine-learning dimensionality-reduction word2vec node2vec

caojiangxia / bigi
graph-embedding,[WSDM 2021]Bipartite Graph Embedding via Mutual Information Maximization
User: caojiangxia
Home Page: https://arxiv.org/abs/2012.05442
recommender-system graph-neural-networks deep-infomax bipartite-graphs graph-embedding self-supervised-learning

complexdb / zincbase
graph-embedding,A state of the art knowledge base
Organization: complexdb
knowledge-base knowledge-graph graph-embedding prolog

conancui / paper-list
graph-embedding,A reading paper list which is mainted daily
User: conancui
deep-learning recomendation graph-embedding graph-convolution heterogeneous

cvxgrp / pymde
graph-embedding,Minimum-distortion embedding with PyTorch
Organization: cvxgrp
Home Page: https://pymde.org
embedding visualization feature-vectors machine-learning dimensionality-reduction graph-embedding pytorch cuda gpu

doujiang-zheng / graph-learning-reading-list
graph-embedding,Advances on machine learning of graphs, covering the reading list of recent top academic conferences.
User: doujiang-zheng
deep-learning graph-embedding graph-learning graph-neural-networks iclr-2023 icml-2023 neurips-2023

dru-mara / evalne
graph-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

dsgiitr / graph_nets
graph-embedding,PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Organization: dsgiitr
graph-representation-learning graph-convolutional-networks graph-attention-networks graph-embedding deepwalk node-embedding graph-sage chebyshev-polynomials pytorch

fanzhenliu / awesome-deep-community-detection
graph-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

grand-lab / tridnr
graph-embedding,Tri-Party Deep Network Representation, IJCAI-16
Organization: grand-lab
graph graph-embedding network-embedding

houchengbin / glodyne
graph-embedding,GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718
User: houchengbin
dynamic-graph-embedding dynamic-network-embedding dynamic-networks graph-embedding network-embedding time-evolving-networks

imoonlab / dhgnn
graph-embedding,DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"
Organization: imoonlab
graph-embedding nerual-network pytorch

imsheridan / cogdl-tensorflow
graph-embedding,CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.
User: imsheridan
Home Page: http://keg.cs.tsinghua.edu.cn/cogdl/
graph-neural-networks graph-embedding tensorflow tensorflow2 deep-learning

jhljx / ctgcn
graph-embedding,CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
User: jhljx
dynamic-graphs graph-convolutional-network graph-representation-learning network-embedding graph-neural-networks graph-embedding dynamic-graph-algorithm dynamic-graph-processing graph-embedding-approaches link-prediction

jhy1993 / representation-learning-on-heterogeneous-graph
graph-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

kaiyuanzh / awesome-graph-representation-learning
graph-embedding,A curated list of awesome graph representation learning.
User: kaiyuanzh
graph graph-neural-networks graph-embedding graph-convolutional-networks graph-mining graph-representation-learning adversarial-learning awesome-list

lars-research / autosf
graph-embedding,Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022
Organization: lars-research
automl graph-embedding knowledge-graph

marlin-codes / awesome-hyperbolic-representation-and-deep-learning
graph-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

mengfeizhang820 / paperlist-for-recommender-systems
graph-embedding,Recommender Systems Paperlist that I am interested in
User: mengfeizhang820
recommender-systems neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation ctr-prediction embeddings industry-recommendations graph-embedding session-based-recommendation collaborative-filtering

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

thudm / cogdl
graph-embedding,CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
Organization: thudm
Home Page: https://cogdl.ai
graph-neural-networks pytorch graph-embedding node-classification graph-classification link-prediction leaderboard gnn-model

triandicant / graphembeddingrecommendationsystem
graph-embedding, Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
User: triandicant
deepwalk graph rating graph-propagation-algorithm python recommendation-system prediction graph-embedding

vgraphrnn / vgrnn
graph-embedding,Variational Graph Recurrent Neural Networks - PyTorch
User: vgraphrnn
variational-autoencoder graph-auto-encoder representation-learning variational-inference graph-convolutional-networks graph-embedding node-embedding graph-neural-networks graph-neural-network variational-autoencoders

xiangyue9607 / bionev
graph-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

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