Topic: deepwalk Goto Github

👇 Here are 80 public repositories matching this topic...

basemodelai / cleora
deepwalk,Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.
Organization: basemodelai
Home Page: https://cleora.ai
ai graphs synerise embeddings ml machine-learning pytorch-biggraph deepwalk cleora-embeddings entity

benedekrozemberczki / appnp
deepwalk,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 / asne
deepwalk,A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
User: benedekrozemberczki
node2vec deepwalk node-embedding graph-embedding network-embedding word2vec aane asne tensorflow embedding

benedekrozemberczki / attentionwalk
deepwalk,A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
User: benedekrozemberczki
pytorch torch attention deepwalk node2vec word2vec matrix-factorization deep-learning structural-attention walklet

benedekrozemberczki / awesome-community-detection
deepwalk,A curated list of community detection research papers with implementations.
User: benedekrozemberczki
bigclam clustering community-detection data-science deep-learning deepwalk dimensionality-reduction embedding factorization graph-clustering igraph machine-learning matrix-factorization network-analysis network-clustering network-science networkx node2vec social-network unsupervised-learning

benedekrozemberczki / awesome-graph-classification
deepwalk,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 / bane
deepwalk,A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
bane deepwalk diff2vec dimensionality-reduction embedding factorization fscnmf gemsec graph graph2vec icdm lane line musae node node2vec svd tadw tridnr word2vec

benedekrozemberczki / boostedfactorization
deepwalk,An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
User: benedekrozemberczki
deepwalk l-ensnmf nmf boosting gradient-boosting-machine boosting-machine nmf-decomposition matrix-factorization sklearn boostedne

benedekrozemberczki / capsgnn
deepwalk,A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
User: benedekrozemberczki
capsgnn capsule-network capsule-neural-networks convolution pytorch research tensorflow machine-learning deep-learning gnn

benedekrozemberczki / clustergcn
deepwalk,A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
User: benedekrozemberczki
gcn graph-convolution graph-neural-networks graph-convolutional-networks deepwalk node2vec pytorch graphsage graph2vec musae

benedekrozemberczki / danmf
deepwalk,A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
deep-learning autoencoder machine-learning data-science clustering community-detection nmf deepwalk node2vec mnmf

benedekrozemberczki / datasets
deepwalk,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
deepwalk,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
deepwalk,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 / feather
deepwalk,The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
User: benedekrozemberczki
node-embedding graph-embedding network-embedding deep-learning node-classification graph-classification machine-learning data-mining networkx graph-convolution

benedekrozemberczki / fscnmf
deepwalk,An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
User: benedekrozemberczki
deepwalk node2vec nmf machine-learning data-mining pca word2vec fscnmf analytics factorization-machine

benedekrozemberczki / gam
deepwalk,A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
User: benedekrozemberczki
graph-convolution gcn graph-attention attention structural-attention deepwalk node2vec graph-classification graph2vec graphsage

benedekrozemberczki / gemsec
deepwalk,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 / graph2vec
deepwalk,A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
graph2vec subgraph2vec graph-wavelet graph-embedding node-embedding deepwalk word2vec node2vec struc2vec graph-kernel

benedekrozemberczki / graphwaveletneuralnetwork
deepwalk,A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
User: benedekrozemberczki
gcn graph-convolutional-network graph-convolution machine-learning deep-learning iclr sklearn pytorch deepwalk node2vec

benedekrozemberczki / grarep
deepwalk,A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
deepwalk node2vec role2vec grarep walklets asne aane tadw graph-embedding node-embedding

benedekrozemberczki / karateclub
deepwalk,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 / m-nmf
deepwalk,An implementation of "Community Preserving Network Embedding" (AAAI 2017)
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
m-nmf nmf matrix-factorization struc2vec come community-detection clustering implicit-factorization factorization deepwalk

benedekrozemberczki / mixhop-and-n-gcn
deepwalk,An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
User: benedekrozemberczki
pytorch pytorch-cnn deep-learning machine-learning deepwalk node2vec gcn ngcn graph-convolution convolutional-neural-networks

benedekrozemberczki / musae
deepwalk,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 / nmfadmm
deepwalk,A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io
nmf factorization matrix-factorization lda pca principal-components principal-component-analysis embedding word-embedding word2vec

benedekrozemberczki / orbitalfeatures
deepwalk,A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)
User: benedekrozemberczki
motif node2vec deepwalk orbit graphlet centrality clustering-coefficient graph-enumeration sklearn research

benedekrozemberczki / pdn
deepwalk,The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
User: benedekrozemberczki
Home Page: https://arxiv.org/abs/2010.12878
gcn gnn deepwalk multiplex graph2vec pytorch graph-neural-network deep-learning pathfinder message-passing

benedekrozemberczki / resolutions-2019
deepwalk,A list of data mining and machine learning papers that I implemented in 2019.
User: benedekrozemberczki
machine-learning deep-learning graph-convolutional-networks gcn graph-clustering network-embedding node-embedding graph-embedding network-science pytorch

benedekrozemberczki / role2vec
deepwalk,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
deepwalk,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
deepwalk,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
deepwalk,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 / sine
deepwalk,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 / spatiotemporal_datasets
deepwalk,Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
User: benedekrozemberczki
deep-learning machine-learning gcn gnn time-series time-series-analysis analytics deepwalk node2vec spatial-analysis

benedekrozemberczki / splitter
deepwalk,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

benedekrozemberczki / tadw
deepwalk,An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
node-embedding graph-embedding deepwalk node2vec tadw gensim network-embedding nmf embedding machine-learning

benedekrozemberczki / tene
deepwalk,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

benedekrozemberczki / walklets
deepwalk,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

dsgiitr / graph_nets
deepwalk,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

end-the-cold-night / deeprec
deepwalk,A easy library for recommendation system or computational advertising
User: end-the-cold-night
recommendation-system computational-advertising graph-embedding ctr cvr knowledge-graph fm ffm nfm nnfm

huichuanli / graphneuralnetwork
deepwalk,玩转图神经网络和知识图谱的相关算法：GCN,GAT,GAFM,GAAFM,GraphSage,W2V,TRANSe
User: huichuanli
graph-embedding deepwalk node2vec gat graphsage gcn line transe snde metapathvec

jwplayer / jwalk
deepwalk,:walking: Cython implementation of DeepWalk
Organization: jwplayer
Home Page: http://jwalk.readthedocs.io/en/latest/
deep-learning neural-network python deepwalk cython

pengeace / lncrna-disease-link
deepwalk,Predicting lncRNA-disease associations in heterogeneous network based on deep learning method.
User: pengeace
lncrna-disease-pair heterogeneous-network deepwalk

shenweichen / graphembedding
deepwalk,Implementation and experiments of graph embedding algorithms.
User: shenweichen
deepwalk node2vec line sdne struc2vec graph graphembedding

triandicant / graphembeddingrecommendationsystem
deepwalk, 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

xgfs / deepwalk-c
deepwalk,DeepWalk implementation in C++
User: xgfs
deepwalk graph graph-algorithms

xiangyue9607 / bionev
deepwalk,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

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

yinzhenwan / recome_wan
deepwalk,用pytorch 方法复现了二十多个经典的推荐算法论文，其中包含排序论文和推荐召回论文，并在demo里面选了一个召回模型和排序模型的运行示例。
User: yinzhenwan
Home Page: https://github.com/YinzhenWan/recome_wan
dcn deepfm fibinet mmoe comirec gru4rec mind line lightgcn youtubednn