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The Top 23 Network Embedding Node2vec Deepwalk Open Source Projects

Open source projects categorized as Network Embedding Node2vec Deepwalk
Categories > Deepwalk
Categories > Network Embedding
Categories > Node2vec
Awesome Graph Classification ⭐ 4,700
A collection of important graph embedding, classification and representation learning papers with implementations.
most recent commit a year ago
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107most recent commit 8 months agopypi karateclub} Downloads
Datasets ⭐ 521
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit 10 months ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit a year ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
Splitter ⭐ 203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit 10 months ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit a year ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit a year ago
Netmf ⭐ 134
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
most recent commit 4 years ago
Edmot ⭐ 122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
most recent commit a year ago
Musae ⭐ 122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
most recent commit 2 years ago
Diff2vec ⭐ 116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
most recent commit a year ago
Bionev ⭐ 111
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
most recent commit 4 years ago
Asne ⭐ 76
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
most recent commit a year ago
Tene ⭐ 71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
most recent commit 2 years ago
Sine ⭐ 69
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
most recent commit a year ago
Grarep ⭐ 54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
most recent commit a year ago
Tadw ⭐ 50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
most recent commit 2 years ago
Feather ⭐ 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".
most recent commit a year ago
Boostedfactorization ⭐ 31
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
most recent commit 2 years ago
Resolutions 2019 ⭐ 16
A list of data mining and machine learning papers that I implemented in 2019.
most recent commit 4 years ago
Fscnmf ⭐ 16
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
most recent commit 2 years ago
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