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Search results for python node2vec
node2vec
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44 search results found
Graphembedding
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2,834
Implementation and experiments of graph embedding algorithms.
Awesome Community Detection
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2,232
A curated list of community detection research papers with implementations.
Karateclub
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1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Capsgnn
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1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Graph2vec
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791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Clustergcn
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691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
Graphwaveletneuralnetwork
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501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
Mixhop And N Gcn
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389
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
Appnp
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322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Attentionwalk
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299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Gam
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257
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
Sgcn
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253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
Gemsec
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234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Splitter
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203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Seal Ci
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201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Danmf
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187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Graphwavemachine
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171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
Role2vec
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157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Entity2rec
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149
entity2rec generates item recommendation using property-specific knowledge graph embeddings
Netmf
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134
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
Musae
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122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
Edmot
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122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
M Nmf
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119
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
Diff2vec
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116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Bionev
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111
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
Walklets
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96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Bane
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86
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
Asne
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76
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
Tene
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71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
Sine
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69
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Tadw
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50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Nmfadmm
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39
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
Feather
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39
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
Boostedfactorization
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31
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
Fscnmf
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16
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Orbitalfeatures
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13
A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)
Drug Target Interaction Prediciton Method
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12
This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction prediction using graph embedding, graph mining, and similarity-based techniques
Graf
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10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Deeprec
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8
A easy library for recommendation system or computational advertising
Nestedsubtreehash
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7
A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).
Snapreddit
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6
Link Prediction on hyperlinks graph of Reddit.
Toyml
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6
Toy Machine Learning Package
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